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ORCIDBibTeX records: Fuzhen Zhuang
@article{DBLP:journals/ijon/DuXSYLCCZZL24,
author = {Huaming Du and
Zhilong Xie and
Jia Song and
Yaoxing Yuan and
Jiacan Li and
Xingyan Chen and
Huangen Chen and
Yu Zhao and
Fuzhen Zhuang and
Qing Li},
title = {{DKPE:} Deep KeyPhrase Expansion},
journal = {Neurocomputing},
volume = {572},
pages = {127177},
year = {2024},
url = {https://doi.org/10.1016/j.neucom.2023.127177},
doi = {10.1016/J.NEUCOM.2023.127177},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/DuXSYLCCZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WeiLGYCZLZK24,
author = {Shaopeng Wei and
Jia Lv and
Yu Guo and
Qing Yang and
Xingyan Chen and
Yu Zhao and
Qing Li and
Fuzhen Zhuang and
Gang Kou},
title = {Combining intra-risk and contagion risk for enterprise bankruptcy
prediction using graph neural networks},
journal = {Inf. Sci.},
volume = {659},
pages = {120081},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.120081},
doi = {10.1016/J.INS.2023.120081},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/WeiLGYCZLZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/ChenXAZ24,
author = {Yanming Chen and
Jiahao Xu and
Zhulin An and
Fuzhen Zhuang},
title = {Multi-scale conditional reconstruction generative adversarial network},
journal = {Image Vis. Comput.},
volume = {141},
pages = {104885},
year = {2024},
url = {https://doi.org/10.1016/j.imavis.2023.104885},
doi = {10.1016/J.IMAVIS.2023.104885},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/ChenXAZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ChenZLJLH24,
author = {Zhendong Chen and
Fuzhen Zhuang and
Lejian Liao and
Meihuizi Jia and
Jiaqi Li and
Heyan Huang},
title = {A syntactic multi-level interaction network for rumor detection},
journal = {Neural Comput. Appl.},
volume = {36},
number = {4},
pages = {1713--1726},
year = {2024},
url = {https://doi.org/10.1007/s00521-023-09140-5},
doi = {10.1007/S00521-023-09140-5},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/ChenZLJLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZouYSDWZ24,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Event-Based Dynamic Graph Representation Learning for Patent Application
Trend Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1951--1963},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312333},
doi = {10.1109/TKDE.2023.3312333},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZouYSDWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/LuoKLZL24,
author = {Ying Luo and
Guoliang Kang and
Kexin Liu and
Fuzhen Zhuang and
Jinhu L{\"{u}}},
title = {Taking a Closer Look at Factor Disentanglement: Dual-Path Variational
Autoencoder Learning for Domain Generalization},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {5872--5883},
year = {2024},
url = {https://doi.org/10.1109/TMM.2023.3340552},
doi = {10.1109/TMM.2023.3340552},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/LuoKLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenL0ZZ24,
author = {Wei Chen and
Yuxuan Liu and
Zhao Zhang and
Fuzhen Zhuang and
Jiang Zhong},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware
Contrastive Learning for Joint Aspect-Sentiment Prediction},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {17781--17789},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29731},
doi = {10.1609/AAAI.V38I16.29731},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenL0ZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/QinYZ0ZS24,
author = {Xiuyuan Qin and
Huanhuan Yuan and
Pengpeng Zhao and
Guanfeng Liu and
Fuzhen Zhuang and
Victor S. Sheng},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Intent Contrastive Learning with Cross Subsequences for Sequential
Recommendation},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {548--556},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635773},
doi = {10.1145/3616855.3635773},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/QinYZ0ZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07284,
author = {Ting Jiang and
Shaohan Huang and
Shengyue Luo and
Zihan Zhang and
Haizhen Huang and
Furu Wei and
Weiwei Deng and
Feng Sun and
Qi Zhang and
Deqing Wang and
Fuzhen Zhuang},
title = {Improving Domain Adaptation through Extended-Text Reading Comprehension},
journal = {CoRR},
volume = {abs/2401.07284},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07284},
doi = {10.48550/ARXIV.2401.07284},
eprinttype = {arXiv},
eprint = {2401.07284},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01387,
author = {Wei Guo and
Fuzhen Zhuang and
Xiao Zhang and
Yiqi Tong and
Jin Dong},
title = {A Comprehensive Survey of Federated Transfer Learning: Challenges,
Methods and Applications},
journal = {CoRR},
volume = {abs/2403.01387},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01387},
doi = {10.48550/ARXIV.2403.01387},
eprinttype = {arXiv},
eprint = {2403.01387},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ChenZLJLH23,
author = {Zhendong Chen and
Fuzhen Zhuang and
Lejian Liao and
Meihuizi Jia and
Jiaqi Li and
Heyan Huang},
title = {Effectively Modeling Sentence Interactions With Factorization Machines
for Fact Verification},
journal = {{IEEE} Intell. Syst.},
volume = {38},
number = {5},
pages = {18--27},
year = {2023},
url = {https://doi.org/10.1109/MIS.2023.3301170},
doi = {10.1109/MIS.2023.3301170},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/ChenZLJLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/ZhuZZQSCH23,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Xiangliang Zhang and
Zhiyuan Qi and
Zhi{-}Ping Shi and
Juan Cao and
Qing He},
title = {Combat data shift in few-shot learning with knowledge graph},
journal = {Frontiers Comput. Sci.},
volume = {17},
number = {1},
pages = {171305},
year = {2023},
url = {https://doi.org/10.1007/s11704-022-1339-7},
doi = {10.1007/S11704-022-1339-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/ZhuZZQSCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangAZZXZ23,
author = {Chuanguang Yang and
Zhulin An and
Helong Zhou and
Fuzhen Zhuang and
Yongjun Xu and
Qian Zhang},
title = {Online Knowledge Distillation via Mutual Contrastive Learning for
Visual Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {8},
pages = {10212--10227},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3257878},
doi = {10.1109/TPAMI.2023.3257878},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YangAZZXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGZFZMX23,
author = {Hao Liu and
Qingyu Guo and
Hengshu Zhu and
Yanjie Fu and
Fuzhen Zhuang and
Xiaojuan Ma and
Hui Xiong},
title = {Characterizing and Forecasting Urban Vibrancy Evolution: {A} Multi-View
Graph Mining Perspective},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {5},
pages = {68:1--68:24},
year = {2023},
url = {https://doi.org/10.1145/3568683},
doi = {10.1145/3568683},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuGZFZMX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunZZSHX23,
author = {Ying Sun and
Fuzhen Zhuang and
Hengshu Zhu and
Xin Song and
Qing He and
Hui Xiong},
title = {Modeling the Impact of Person-Organization Fit on Talent Management
With Structure-Aware Attentive Neural Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2809--2822},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3115620},
doi = {10.1109/TKDE.2021.3115620},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SunZZSHX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZZLXHX23,
author = {Zhao Zhang and
Fuzhen Zhuang and
Hengshu Zhu and
Chao Li and
Hui Xiong and
Qing He and
Yongjun Xu},
title = {Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {4321--4334},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3127951},
doi = {10.1109/TKDE.2021.3127951},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZZLXHX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoZZXLZ23,
author = {Yu Zhao and
Han Zhou and
Anxiang Zhang and
Ruobing Xie and
Qing Li and
Fuzhen Zhuang},
title = {Connecting Embeddings Based on Multiplex Relational Graph Attention
Networks for Knowledge Graph Entity Typing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {4608--4620},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3142056},
doi = {10.1109/TKDE.2022.3142056},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoZZXLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuSCNSWWZ23,
author = {Yongchun Zhu and
Qiang Sheng and
Juan Cao and
Qiong Nan and
Kai Shu and
Minghui Wu and
Jindong Wang and
Fuzhen Zhuang},
title = {Memory-Guided Multi-View Multi-Domain Fake News Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {7},
pages = {7178--7191},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3185151},
doi = {10.1109/TKDE.2022.3185151},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuSCNSWWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuYQZZWWX23,
author = {Yuyang Xu and
Haochao Ying and
Siyi Qian and
Fuzhen Zhuang and
Xiao Zhang and
Deqing Wang and
Jian Wu and
Hui Xiong},
title = {Time-Aware Context-Gated Graph Attention Network for Clinical Risk
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {7},
pages = {7557--7568},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3181780},
doi = {10.1109/TKDE.2022.3181780},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuYQZZWWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoDLWCZLK23,
author = {Yu Zhao and
Huaming Du and
Ying Liu and
Shaopeng Wei and
Xingyan Chen and
Fuzhen Zhuang and
Qing Li and
Gang Kou},
title = {Stock Movement Prediction Based on Bi-Typed Hybrid-Relational Market
Knowledge Graph via Dual Attention Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {8},
pages = {8559--8571},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3220520},
doi = {10.1109/TKDE.2022.3220520},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoDLWCZLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoWDCLZLK23,
author = {Yu Zhao and
Shaopeng Wei and
Huaming Du and
Xingyan Chen and
Qing Li and
Fuzhen Zhuang and
Ji Liu and
Gang Kou},
title = {Learning Bi-Typed Multi-Relational Heterogeneous Graph Via Dual Hierarchical
Attention Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {9054--9066},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3221099},
doi = {10.1109/TKDE.2022.3221099},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoWDCLZLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/YuCZCZXC23,
author = {Hongzheng Yu and
Zekai Chen and
Xiao Zhang and
Xu Chen and
Fuzhen Zhuang and
Hui Xiong and
Xiuzhen Cheng},
title = {FedHAR: Semi-Supervised Online Learning for Personalized Federated
Human Activity Recognition},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {22},
number = {6},
pages = {3318--3332},
year = {2023},
url = {https://doi.org/10.1109/TMC.2021.3136853},
doi = {10.1109/TMC.2021.3136853},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/YuCZCZXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/LiZZXL23,
author = {Qiming Li and
Zhao Zhang and
Fuzhen Zhuang and
Yongjun Xu and
Chao Li},
title = {Topic-aware Intention Network for Explainable Recommendation with
Knowledge Enhancement},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {4},
pages = {92:1--92:23},
year = {2023},
url = {https://doi.org/10.1145/3579993},
doi = {10.1145/3579993},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/LiZZXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JiangWZX023,
author = {Ting Jiang and
Deqing Wang and
Fuzhen Zhuang and
Ruobing Xie and
Feng Xia},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Pruning Pre-trained Language Models Without Fine-Tuning},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {594--605},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.35},
doi = {10.18653/V1/2023.ACL-LONG.35},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JiangWZX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JiangZSZW23,
author = {Guanyu Jiang and
Fuzhen Zhuang and
Bowen Song and
Tianyi Zhang and
Deqing Wang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {PriSHAP: Prior-guided Shapley Value Explanations for Correlated Features},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {955--964},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615013},
doi = {10.1145/3583780.3615013},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JiangZSZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0011ZZX23,
author = {Zhao Zhang and
Fuwei Zhang and
Fuzhen Zhuang and
Yongjun Xu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Knowledge Graph Error Detection with Hierarchical Path Structure},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4430--4434},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615201},
doi = {10.1145/3583780.3615201},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0011ZZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GuoZQZ00023,
author = {Qingyu Guo and
Fuzhen Zhuang and
Chuan Qin and
Hengshu Zhu and
Xing Xie and
Hui Xiong and
Qing He},
title = {A Survey on Knowledge Graph-Based Recommender Systems : Extended Abstract},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3803--3804},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00328},
doi = {10.1109/ICDE55515.2023.00328},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/GuoZQZ00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuWZZ23,
author = {Chenguang Du and
Deqing Wang and
Fuzhen Zhuang and
Hengshu Zhu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Exploring the Confounding Factors of Academic Career Success: An Empirical
Study with Deep Predictive Modeling},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1453--1462},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00185},
doi = {10.1109/ICDMW60847.2023.00185},
timestamp = {Tue, 13 Feb 2024 13:22:54 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Fang0ZYZZZX23,
author = {Chuyu Fang and
Chuan Qin and
Qi Zhang and
Kaichun Yao and
Jingshuai Zhang and
Hengshu Zhu and
Fuzhen Zhuang and
Hui Xiong},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {RecruitPro: {A} Pretrained Language Model with Skill-Aware Prompt
Learning for Intelligent Recruitment},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3991--4002},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599894},
doi = {10.1145/3580305.3599894},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Fang0ZYZZZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangWLZZHLLAX23,
author = {Yuting Zhang and
Yiqing Wu and
Ran Le and
Yongchun Zhu and
Fuzhen Zhuang and
Ruidong Han and
Xiang Li and
Wei Lin and
Zhulin An and
Yongjun Xu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Modeling Dual Period-Varying Preferences for Takeaway Recommendation},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5628--5638},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599866},
doi = {10.1145/3580305.3599866},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangWLZZHLLAX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YuanZZWD23,
author = {Meng Yuan and
Fuzhen Zhuang and
Zhao Zhang and
Deqing Wang and
Jin Dong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {565--575},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608787},
doi = {10.1145/3604915.3608787},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YuanZZWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWJDFZ23,
author = {Ningjing Wang and
Deqing Wang and
Ting Jiang and
Chenguang Du and
Chuyu Fang and
Fuzhen Zhuang},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Hierarchical Neural Topic Model with Embedding Cluster and Neural
Variational Inference},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {936--944},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch105},
doi = {10.1137/1.9781611977653.CH105},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWJDFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/TangPPZZH23,
author = {Zhenwei Tang and
Shichao Pei and
Xi Peng and
Fuzhen Zhuang and
Xiangliang Zhang and
Robert Hoehndorf},
editor = {Terry R. Payne and
Valentina Presutti and
Guilin Qi and
Mar{\'{\i}}a Poveda{-}Villal{\'{o}}n and
Giorgos Stoilos and
Laura Hollink and
Zoi Kaoudi and
Gong Cheng and
Juanzi Li},
title = {Neural Multi-hop Logical Query Answering with Concept-Level Answers},
booktitle = {The Semantic Web - {ISWC} 2023 - 22nd International Semantic Web Conference,
Athens, Greece, November 6-10, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14265},
pages = {522--540},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47240-4\_28},
doi = {10.1007/978-3-031-47240-4\_28},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semweb/TangPPZZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DuYZZ00LS23,
author = {Hanwen Du and
Huanhuan Yuan and
Pengpeng Zhao and
Fuzhen Zhuang and
Guanfeng Liu and
Lei Zhao and
Yanchi Liu and
Victor S. Sheng},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Ensemble Modeling with Contrastive Knowledge Distillation for Sequential
Recommendation},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {58--67},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591679},
doi = {10.1145/3539618.3591679},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DuYZZ00LS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DuYZQZ0LS23,
author = {Xinyu Du and
Huanhuan Yuan and
Pengpeng Zhao and
Jianfeng Qu and
Fuzhen Zhuang and
Guanfeng Liu and
Yanchi Liu and
Victor S. Sheng},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Frequency Enhanced Hybrid Attention Network for Sequential Recommendation},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {78--88},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591689},
doi = {10.1145/3539618.3591689},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DuYZQZ0LS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/QinYZFZ0LS23,
author = {Xiuyuan Qin and
Huanhuan Yuan and
Pengpeng Zhao and
Junhua Fang and
Fuzhen Zhuang and
Guanfeng Liu and
Yanchi Liu and
Victor S. Sheng},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Meta-optimized Contrastive Learning for Sequential Recommendation},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {89--98},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591727},
doi = {10.1145/3539618.3591727},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/QinYZFZ0LS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangYLZZY23,
author = {Xiao Zhang and
Ziming Ye and
Jianfeng Lu and
Fuzhen Zhuang and
Yanwei Zheng and
Dongxiao Yu},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Fine-Grained Preference-Aware Personalized Federated {POI} Recommendation
with Data Sparsity},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {413--422},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591688},
doi = {10.1145/3539618.3591688},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangYLZZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangGZZAWX23,
author = {Zhao Zhang and
Zhanpeng Guan and
Fuwei Zhang and
Fuzhen Zhuang and
Zhulin An and
Fei Wang and
Yongjun Xu},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Weighted Knowledge Graph Embedding},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {867--877},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591784},
doi = {10.1145/3539618.3591784},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangGZZAWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DuYZWZ023,
author = {Chenguang Du and
Kaichun Yao and
Hengshu Zhu and
Deqing Wang and
Fuzhen Zhuang and
Hui Xiong},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Seq-HGNN: Learning Sequential Node Representation on Heterogeneous
Graph},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {1721--1730},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591765},
doi = {10.1145/3539618.3591765},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DuYZWZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuX0ZZZX023,
author = {Yiqing Wu and
Ruobing Xie and
Zhao Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Jie Zhou and
Yongjun Xu and
Qing He},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Attacking Pre-trained Recommendation},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {1811--1815},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591949},
doi = {10.1145/3539618.3591949},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WuX0ZZZX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiZHCZHD23,
author = {Shuokai Li and
Jingbo Zhou and
Jizhou Huang and
Hao Chen and
Fuzhen Zhuang and
Qing He and
Dejing Dou},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Matching Point of Interests and Travel Blog with Multi-view Information
Fusion},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2149--2153},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3592016},
doi = {10.1145/3539618.3592016},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiZHCZHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoZYLYZXDL23,
author = {Yuanzhou Yao and
Zhao Zhang and
Kaijia Yang and
Huasheng Liang and
Qiang Yan and
Fuzhen Zhuang and
Yongjun Xu and
Boyu Diao and
Chao Li},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {A Knowledge Enhanced Hierarchical Fusion Network for {CTR} Prediction
under Account Search Scenario in WeChat},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {475--479},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3584650},
doi = {10.1145/3543873.3584650},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YaoZYLYZXDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YingZZWZ23,
author = {Yuxin Ying and
Fuzhen Zhuang and
Yongchun Zhu and
Deqing Wang and
Hongwei Zheng},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {{CAMUS:} Attribute-Aware Counterfactual Augmentation for Minority
Users in Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1396--1404},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583538},
doi = {10.1145/3543507.3583538},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/YingZZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11666,
author = {Huishi Luo and
Fuzhen Zhuang and
Ruobing Xie and
Hengshu Zhu and
Deqing Wang},
title = {A Survey on Causal Inference for Recommendation},
journal = {CoRR},
volume = {abs/2303.11666},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11666},
doi = {10.48550/ARXIV.2303.11666},
eprinttype = {arXiv},
eprint = {2303.11666},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07763,
author = {Xiuyuan Qin and
Huanhuan Yuan and
Pengpeng Zhao and
Junhua Fang and
Fuzhen Zhuang and
Guanfeng Liu and
Yanchi Liu and
Victor S. Sheng},
title = {Meta-optimized Contrastive Learning for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2304.07763},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07763},
doi = {10.48550/ARXIV.2304.07763},
eprinttype = {arXiv},
eprint = {2304.07763},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09184,
author = {Xinyu Du and
Huanhuan Yuan and
Pengpeng Zhao and
Fuzhen Zhuang and
Guanfeng Liu and
Yanchi Liu},
title = {Frequency Enhanced Hybrid Attention Network for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2304.09184},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09184},
doi = {10.48550/ARXIV.2304.09184},
eprinttype = {arXiv},
eprint = {2304.09184},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14668,
author = {Hanwen Du and
Huanhuan Yuan and
Pengpeng Zhao and
Fuzhen Zhuang and
Guanfeng Liu and
Lei Zhao and
Yanchi Liu and
Victor S. Sheng},
title = {Ensemble Modeling with Contrastive Knowledge Distillation for Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2304.14668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14668},
doi = {10.48550/ARXIV.2304.14668},
eprinttype = {arXiv},
eprint = {2304.14668},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03995,
author = {Yiqing Wu and
Ruobing Xie and
Zhao Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Jie Zhou and
Yongjun Xu and
Qing He},
title = {Attacking Pre-trained Recommendation},
journal = {CoRR},
volume = {abs/2305.03995},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03995},
doi = {10.48550/ARXIV.2305.03995},
eprinttype = {arXiv},
eprint = {2305.03995},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10771,
author = {Chenguang Du and
Kaichun Yao and
Hengshu Zhu and
Deqing Wang and
Fuzhen Zhuang and
Hui Xiong},
title = {Seq-HGNN: Learning Sequential Node Representation on Heterogeneous
Graph},
journal = {CoRR},
volume = {abs/2305.10771},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10771},
doi = {10.48550/ARXIV.2305.10771},
eprinttype = {arXiv},
eprint = {2305.10771},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17417,
author = {Hao Geng and
Deqing Wang and
Fuzhen Zhuang and
Xuehua Ming and
Chenguang Du and
Ting Jiang and
Haolong Guo and
Rui Liu},
title = {Modeling Dynamic Heterogeneous Graph and Node Importance for Future
Citation Prediction},
journal = {CoRR},
volume = {abs/2305.17417},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17417},
doi = {10.48550/ARXIV.2305.17417},
eprinttype = {arXiv},
eprint = {2305.17417},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04370,
author = {Yuting Zhang and
Yiqing Wu and
Ran Le and
Yongchun Zhu and
Fuzhen Zhuang and
Ruidong Han and
Xiang Li and
Wei Lin and
Zhulin An and
Yongjun Xu},
title = {Modeling Dual Period-Varying Preferences for Takeaway Recommendation},
journal = {CoRR},
volume = {abs/2306.04370},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04370},
doi = {10.48550/ARXIV.2306.04370},
eprinttype = {arXiv},
eprint = {2306.04370},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16645,
author = {Ting Jiang and
Shaohan Huang and
Zhongzhi Luan and
Deqing Wang and
Fuzhen Zhuang},
title = {Scaling Sentence Embeddings with Large Language Models},
journal = {CoRR},
volume = {abs/2307.16645},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16645},
doi = {10.48550/ARXIV.2307.16645},
eprinttype = {arXiv},
eprint = {2307.16645},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05385,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent
Classification},
journal = {CoRR},
volume = {abs/2308.05385},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05385},
doi = {10.48550/ARXIV.2308.05385},
eprinttype = {arXiv},
eprint = {2308.05385},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09780,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Event-based Dynamic Graph Representation Learning for Patent Application
Trend Prediction},
journal = {CoRR},
volume = {abs/2308.09780},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09780},
doi = {10.48550/ARXIV.2308.09780},
eprinttype = {arXiv},
eprint = {2308.09780},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15244,
author = {Meng Yuan and
Fuzhen Zhuang and
Zhao Zhang and
Deqing Wang and
Jin Dong},
title = {Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation},
journal = {CoRR},
volume = {abs/2308.15244},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15244},
doi = {10.48550/ARXIV.2308.15244},
eprinttype = {arXiv},
eprint = {2308.15244},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13925,
author = {Yongjing Hao and
Pengpeng Zhao and
Junhua Fang and
Jianfeng Qu and
Guanfeng Liu and
Fuzhen Zhuang and
Victor S. Sheng and
Xiaofang Zhou},
title = {Meta-optimized Joint Generative and Contrastive Learning for Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2310.13925},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13925},
doi = {10.48550/ARXIV.2310.13925},
eprinttype = {arXiv},
eprint = {2310.13925},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14318,
author = {Xiuyuan Qin and
Huanhuan Yuan and
Pengpeng Zhao and
Guanfeng Liu and
Fuzhen Zhuang and
Victor S. Sheng},
title = {Intent Contrastive Learning with Cross Subsequences for Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2310.14318},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14318},
doi = {10.48550/ARXIV.2310.14318},
eprinttype = {arXiv},
eprint = {2310.14318},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05864,
author = {Hangtong Xu and
Yuanbo Xu and
Yongjian Yang and
Fuzhen Zhuang and
Hui Xiong},
title = {{DPR:} An Algorithm Mitigate Bias Accumulation in Recommendation feedback
loops},
journal = {CoRR},
volume = {abs/2311.05864},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05864},
doi = {10.48550/ARXIV.2311.05864},
eprinttype = {arXiv},
eprint = {2311.05864},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/TongZZFZWZN22,
author = {Yiqi Tong and
Fuzhen Zhuang and
Huajie Zhang and
Chuyu Fang and
Yu Zhao and
Deqing Wang and
Hengshu Zhu and
Bin Ni},
title = {Improving biomedical named entity recognition by dynamic caching inter-sentence
information},
journal = {Bioinform.},
volume = {38},
number = {16},
pages = {3976--3983},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btac422},
doi = {10.1093/BIOINFORMATICS/BTAC422},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/TongZZFZWZN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ile/ZhangHYYZ22,
author = {Lishan Zhang and
Yuwei Huang and
Xi Yang and
Shengquan Yu and
Fuzhen Zhuang},
title = {An automatic short-answer grading model for semi-open-ended questions},
journal = {Interact. Learn. Environ.},
volume = {30},
number = {1},
pages = {177--190},
year = {2022},
url = {https://doi.org/10.1080/10494820.2019.1648300},
doi = {10.1080/10494820.2019.1648300},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ile/ZhangHYYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/LiXZZTZH22,
author = {Shuokai Li and
Ruobing Xie and
Yongchun Zhu and
Fuzhen Zhuang and
Zhenwei Tang and
Wayne Xin Zhao and
Qing He},
title = {Self-Supervised learning for Conversational Recommendation},
journal = {Inf. Process. Manag.},
volume = {59},
number = {6},
pages = {103067},
year = {2022},
url = {https://doi.org/10.1016/j.ipm.2022.103067},
doi = {10.1016/J.IPM.2022.103067},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/LiXZZTZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WangZS0L0H022,
author = {Tianxin Wang and
Fuzhen Zhuang and
Ying Sun and
Xiangliang Zhang and
Leyu Lin and
Feng Xia and
Lei He and
Qing He},
title = {Adaptively sharing multi-levels of distributed representations in
multi-task learning},
journal = {Inf. Sci.},
volume = {591},
pages = {226--234},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.01.035},
doi = {10.1016/J.INS.2022.01.035},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WangZS0L0H022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhaoFZYCXZL22,
author = {Yu Zhao and
Huali Feng and
Han Zhou and
Yanruo Yang and
Xingyan Chen and
Ruobing Xie and
Fuzhen Zhuang and
Qing Li},
title = {{EIGAT:} Incorporating global information in local attention for knowledge
representation learning},
journal = {Knowl. Based Syst.},
volume = {237},
pages = {107909},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107909},
doi = {10.1016/J.KNOSYS.2021.107909},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhaoFZYCXZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ZhangYYGLZYR22,
author = {Xiao Zhang and
Hongzheng Yu and
Yang Yang and
Jingjing Gu and
Yujun Li and
Fuzhen Zhuang and
Dongxiao Yu and
Zhaochun Ren},
title = {HarMI: Human Activity Recognition Via Multi-Modality Incremental Learning},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {26},
number = {3},
pages = {939--951},
year = {2022},
url = {https://doi.org/10.1109/JBHI.2021.3085602},
doi = {10.1109/JBHI.2021.3085602},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/ZhangYYGLZYR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGZZYDX22,
author = {Hao Liu and
Qingyu Guo and
Hengshu Zhu and
Fuzhen Zhuang and
Shenwen Yang and
Dejing Dou and
Hui Xiong},
title = {Who will Win the Data Science Competition? Insights from {KDD} Cup
2019 and Beyond},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {5},
pages = {98:1--98:24},
year = {2022},
url = {https://doi.org/10.1145/3511896},
doi = {10.1145/3511896},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuGZZYDX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuZYLZZX22,
author = {Jingjing Gu and
Qiang Zhou and
Jingyuan Yang and
Yanchi Liu and
Fuzhen Zhuang and
Yanchao Zhao and
Hui Xiong},
title = {Exploiting Interpretable Patterns for Flow Prediction in Dockless
Bike Sharing Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {2},
pages = {640--652},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2988008},
doi = {10.1109/TKDE.2020.2988008},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GuZYLZZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoLLXLZSZ22,
author = {Pengpeng Zhao and
Anjing Luo and
Yanchi Liu and
Jiajie Xu and
Zhixu Li and
Fuzhen Zhuang and
Victor S. Sheng and
Xiaofang Zhou},
title = {Where to Go Next: {A} Spatio-Temporal Gated Network for Next {POI}
Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {5},
pages = {2512--2524},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3007194},
doi = {10.1109/TKDE.2020.3007194},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoLLXLZSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuoZQZXXH22,
author = {Qingyu Guo and
Fuzhen Zhuang and
Chuan Qin and
Hengshu Zhu and
Xing Xie and
Hui Xiong and
Qing He},
title = {A Survey on Knowledge Graph-Based Recommender Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {8},
pages = {3549--3568},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3028705},
doi = {10.1109/TKDE.2020.3028705},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GuoZQZXXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuYWZX22,
author = {Yuanbo Xu and
Yongjian Yang and
En Wang and
Fuzhen Zhuang and
Hui Xiong},
title = {Detect Professional Malicious User With Metric Learning in Recommender
Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {9},
pages = {4133--4146},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3040618},
doi = {10.1109/TKDE.2020.3040618},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuYWZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ0GZW022,
author = {Fuwei Zhang and
Zhao Zhang and
Xiang Ao and
Dehong Gao and
Fuzhen Zhuang and
Yi Wei and
Qing He},
title = {Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical
Knowledge Enhancement},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {4345--4353},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i4.20355},
doi = {10.1609/AAAI.V36I4.20355},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ0GZW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdccf/ZhangZZG0022,
author = {Fuwei Zhang and
Zhao Zhang and
Fuzhen Zhuang and
Jingjing Gu and
Zhiping Shi and
Qing He},
editor = {Tianrui Li and
Rui Mao and
Guoyin Wang and
Fei Teng and
Lei Zhang and
Li Wang and
Laizhong Cui and
Jie Hu},
title = {Clustering-Enhanced Knowledge Graph Embedding},
booktitle = {Big Data - 10th {CCF} Conference, BigData 2022, Chengdu, China, November
18-20, 2022, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1709},
pages = {104--123},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-8331-3\_7},
doi = {10.1007/978-981-19-8331-3\_7},
timestamp = {Wed, 15 Nov 2023 15:54:43 +0100},
biburl = {https://dblp.org/rec/conf/bdccf/ZhangZZG0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccks/Pan0Z0022,
author = {Jian Pan and
Zhao Zhang and
Fuzhen Zhuang and
Jingyuan Yang and
Zhiping Shi},
editor = {Maosong Sun and
Guilin Qi and
Kang Liu and
Jiadong Ren and
Bin Xu and
Yansong Feng and
Yongbin Liu and
Yubo Chen},
title = {Knowledge-Aware Topological Networks for Recommendation},
booktitle = {Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the
Digital Economy - 7th China Conference, {CCKS} 2022, Qinhuangdao,
China, August 24-27, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1669},
pages = {189--201},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-7596-7\_15},
doi = {10.1007/978-981-19-7596-7\_15},
timestamp = {Fri, 01 Sep 2023 13:50:18 +0200},
biburl = {https://dblp.org/rec/conf/ccks/Pan0Z0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GengWZMDJG022,
author = {Hao Geng and
Deqing Wang and
Fuzhen Zhuang and
Xuehua Ming and
Chenguang Du and
Ting Jiang and
Haolong Guo and
Rui Liu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Modeling Dynamic Heterogeneous Graph and Node Importance for Future
Citation Prediction},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {572--581},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557398},
doi = {10.1145/3511808.3557398},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GengWZMDJG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangZ0ZX022,
author = {Fuwei Zhang and
Zhao Zhang and
Xiang Ao and
Fuzhen Zhuang and
Yongjun Xu and
Qing He},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph
Completion},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2529--2538},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557233},
doi = {10.1145/3511808.3557233},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangZ0ZX022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ChenDZZH22,
author = {Wei Chen and
Jinglong Du and
Zhao Zhang and
Fuzhen Zhuang and
Zhongshi He},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment
Analysis},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {7013--7019},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.611},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/ChenDZZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WuXZACZZLH22,
author = {Yiqing Wu and
Ruobing Xie and
Yongchun Zhu and
Xiang Ao and
Xin Chen and
Xu Zhang and
Fuzhen Zhuang and
Leyu Lin and
Qing He},
editor = {Arnab Bhattacharya and
Janice Lee and
Mong Li and
Divyakant Agrawal and
P. Krishna Reddy and
Mukesh K. Mohania and
Anirban Mondal and
Vikram Goyal and
Rage Uday Kiran},
title = {Multi-view Multi-behavior Contrastive Learning in Recommendation},
booktitle = {Database Systems for Advanced Applications - 27th International Conference,
{DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13246},
pages = {166--182},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-00126-0\_11},
doi = {10.1007/978-3-031-00126-0\_11},
timestamp = {Fri, 29 Apr 2022 14:50:38 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/WuXZACZZLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangWSCZY22,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Zhongzhi Chen and
Fuzhen Zhuang and
Qinghong Yang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Exploiting Global and Local Hierarchies for Hierarchical Text Classification},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4030--4039},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.268},
doi = {10.18653/V1/2022.EMNLP-MAIN.268},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangWSCZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangJHZWZWHDZ22,
author = {Ting Jiang and
Jian Jiao and
Shaohan Huang and
Zihan Zhang and
Deqing Wang and
Fuzhen Zhuang and
Furu Wei and
Haizhen Huang and
Denvy Deng and
Qi Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {PromptBERT: Improving {BERT} Sentence Embeddings with Prompts},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {8826--8837},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.603},
doi = {10.18653/V1/2022.EMNLP-MAIN.603},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/JiangJHZWZWHDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TongZWYW22,
author = {Yiqi Tong and
Fuzhen Zhuang and
Deqing Wang and
Haochao Ying and
Binling Wang},
title = {Improving Biomedical Named Entity Recognition with a Unified Multi-Task
{MRC} Framework},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {8332--8336},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746482},
doi = {10.1109/ICASSP43922.2022.9746482},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TongZWYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenGZLS22,
author = {Yan Chen and
Jingjing Gu and
Fuzhen Zhuang and
Xinjiang Lu and
Ming Sun},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic
Flow Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {891--896},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00103},
doi = {10.1109/ICDM54844.2022.00103},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenGZLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TangPZZZH022,
author = {Zhenwei Tang and
Shichao Pei and
Zhao Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Robert Hoehndorf and
Xiangliang Zhang},
editor = {Luc De Raedt},
title = {Positive-Unlabeled Learning with Adversarial Data Augmentation for
Knowledge Graph Completion},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2248--2254},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/312},
doi = {10.24963/IJCAI.2022/312},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/TangPZZZH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinLHWCZWZ22,
author = {Xiexiong Lin and
Huaisong Li and
Tao Huang and
Feng Wang and
Linlin Chao and
Fuzhen Zhuang and
Taifeng Wang and
Tianyi Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {A Logic Aware Neural Generation Method for Explainable Data-to-text},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3318--3326},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539082},
doi = {10.1145/3534678.3539082},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LinLHWCZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiZXTZZHX22,
author = {Shuokai Li and
Yongchun Zhu and
Ruobing Xie and
Zhenwei Tang and
Zhao Zhang and
Fuzhen Zhuang and
Qing He and
Hui Xiong},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Customized Conversational Recommender Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {740--756},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_43},
doi = {10.1007/978-3-031-26390-3\_43},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiZXTZZHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiXZ0Z022,
author = {Shuokai Li and
Ruobing Xie and
Yongchun Zhu and
Xiang Ao and
Fuzhen Zhuang and
Qing He},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {User-Centric Conversational Recommendation with Multi-Aspect User
Modeling},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {223--233},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532074},
doi = {10.1145/3477495.3532074},
timestamp = {Sat, 09 Jul 2022 09:25:34 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiXZ0Z022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhuSCLWZ22,
author = {Yongchun Zhu and
Qiang Sheng and
Juan Cao and
Shuokai Li and
Danding Wang and
Fuzhen Zhuang},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Generalizing to the Future: Mitigating Entity Bias in Fake News Detection},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2120--2125},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531816},
doi = {10.1145/3477495.3531816},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ZhuSCLWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuXZZ0ZL022,
author = {Yiqing Wu and
Ruobing Xie and
Yongchun Zhu and
Fuzhen Zhuang and
Xiang Ao and
Xu Zhang and
Leyu Lin and
Qing He},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Selective Fairness in Recommendation via Prompts},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2657--2662},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531913},
doi = {10.1145/3477495.3531913},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WuXZZ0ZL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhuTLZXZLH22,
author = {Yongchun Zhu and
Zhenwei Tang and
Yudan Liu and
Fuzhen Zhuang and
Ruobing Xie and
Xu Zhang and
Leyu Lin and
Qing He},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Personalized Transfer of User Preferences for Cross-domain Recommendation},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1507--1515},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498392},
doi = {10.1145/3488560.3498392},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhuTLZXZLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenHZLLJL22,
author = {Zhendong Chen and
Siu Cheung Hui and
Fuzhen Zhuang and
Lejian Liao and
Fei Li and
Meihuizi Jia and
Jiaqi Li},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {EvidenceNet: Evidence Fusion Network for Fact Verification},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2636--2645},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512135},
doi = {10.1145/3485447.3512135},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChenHZLLJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00014,
author = {Dongbo Xi and
Fuzhen Zhuang and
Yanchi Liu and
Hengshu Zhu and
Pengpeng Zhao and
Chang Tan and
Qing He},
title = {Exploiting Bi-directional Global Transition Patterns and Personal
Preferences for Missing {POI} Category Identification},
journal = {CoRR},
volume = {abs/2201.00014},
year = {2022},
url = {https://arxiv.org/abs/2201.00014},
eprinttype = {arXiv},
eprint = {2201.00014},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-00014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01002,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Jindong Wang and
Jingwu Chen and
Zhi{-}Ping Shi and
Wenjuan Wu and
Qing He},
title = {Multi-Representation Adaptation Network for Cross-domain Image Classification},
journal = {CoRR},
volume = {abs/2201.01002},
year = {2022},
url = {https://arxiv.org/abs/2201.01002},
eprinttype = {arXiv},
eprint = {2201.01002},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01003,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Deqing Wang},
title = {Aligning Domain-specific Distribution and Classifier for Cross-domain
Classification from Multiple Sources},
journal = {CoRR},
volume = {abs/2201.01003},
year = {2022},
url = {https://arxiv.org/abs/2201.01003},
eprinttype = {arXiv},
eprint = {2201.01003},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01004,
author = {Yongchun Zhu and
Dongbo Xi and
Bowen Song and
Fuzhen Zhuang and
Shuai Chen and
Xi Gu and
Qing He},
title = {Modeling Users' Behavior Sequences with Hierarchical Explainable Network
for Cross-domain Fraud Detection},
journal = {CoRR},
volume = {abs/2201.01004},
year = {2022},
url = {https://arxiv.org/abs/2201.01004},
eprinttype = {arXiv},
eprint = {2201.01004},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04337,
author = {Ting Jiang and
Shaohan Huang and
Zihan Zhang and
Deqing Wang and
Fuzhen Zhuang and
Furu Wei and
Haizhen Huang and
Liangjie Zhang and
Qi Zhang},
title = {PromptBERT: Improving {BERT} Sentence Embeddings with Prompts},
journal = {CoRR},
volume = {abs/2201.04337},
year = {2022},
url = {https://arxiv.org/abs/2201.04337},
eprinttype = {arXiv},
eprint = {2201.04337},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04965,
author = {Yu Zhao and
Huaming Du and
Ying Liu and
Shaopeng Wei and
Xingyan Chen and
Fuzhen Zhuang and
Qing Li and
Ji Liu and
Gang Kou},
title = {Stock Movement Prediction Based on Bi-typed Hybrid-relational Market
Knowledge Graph via Dual Attention Networks},
journal = {CoRR},
volume = {abs/2201.04965},
year = {2022},
url = {https://arxiv.org/abs/2201.04965},
eprinttype = {arXiv},
eprint = {2201.04965},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03874,
author = {Yu Zhao and
Shaopeng Wei and
Yu Guo and
Qing Yang and
Qing Li and
Fuzhen Zhuang and
Ji Liu and
Gang Kou},
title = {Bankruptcy Prediction via Mixing Intra-Risk and Spillover-Risk},
journal = {CoRR},
volume = {abs/2202.03874},
year = {2022},
url = {https://arxiv.org/abs/2202.03874},
eprinttype = {arXiv},
eprint = {2202.03874},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10576,
author = {Yiqing Wu and
Ruobing Xie and
Yongchun Zhu and
Xiang Ao and
Xin Chen and
Xu Zhang and
Fuzhen Zhuang and
Leyu Lin and
Qing He},
title = {Multi-view Multi-behavior Contrastive Learning in Recommendation},
journal = {CoRR},
volume = {abs/2203.10576},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10576},
doi = {10.48550/ARXIV.2203.10576},
eprinttype = {arXiv},
eprint = {2203.10576},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09263,
author = {Shuokai Li and
Ruobing Xie and
Yongchun Zhu and
Xiang Ao and
Fuzhen Zhuang and
Qing He},
title = {User-Centric Conversational Recommendation with Multi-Aspect User
Modeling},
journal = {CoRR},
volume = {abs/2204.09263},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09263},
doi = {10.48550/ARXIV.2204.09263},
eprinttype = {arXiv},
eprint = {2204.09263},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09484,
author = {Yongchun Zhu and
Qiang Sheng and
Juan Cao and
Shuokai Li and
Danding Wang and
Fuzhen Zhuang},
title = {Generalizing to the Future: Mitigating Entity Bias in Fake News Detection},
journal = {CoRR},
volume = {abs/2204.09484},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09484},
doi = {10.48550/ARXIV.2204.09484},
eprinttype = {arXiv},
eprint = {2204.09484},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00904,
author = {Zhenwei Tang and
Shichao Pei and
Zhao Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Robert Hoehndorf and
Xiangliang Zhang},
title = {Positive-Unlabeled Learning with Adversarial Data Augmentation for
Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2205.00904},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00904},
doi = {10.48550/ARXIV.2205.00904},
eprinttype = {arXiv},
eprint = {2205.00904},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02613,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Zhongzhi Chen and
Fuzhen Zhuang and
Qinghong Yang},
title = {Exploiting Global and Local Hierarchies for Hierarchical Text Classification},
journal = {CoRR},
volume = {abs/2205.02613},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02613},
doi = {10.48550/ARXIV.2205.02613},
eprinttype = {arXiv},
eprint = {2205.02613},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04682,
author = {Yiqing Wu and
Ruobing Xie and
Yongchun Zhu and
Fuzhen Zhuang and
Xiang Ao and
Xu Zhang and
Leyu Lin and
Qing He},
title = {Selective Fairness in Recommendation via Prompts},
journal = {CoRR},
volume = {abs/2205.04682},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04682},
doi = {10.48550/ARXIV.2205.04682},
eprinttype = {arXiv},
eprint = {2205.04682},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09666,
author = {Yiqing Wu and
Ruobing Xie and
Yongchun Zhu and
Fuzhen Zhuang and
Xu Zhang and
Leyu Lin and
Qing He},
title = {Personalized Prompts for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2205.09666},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09666},
doi = {10.48550/ARXIV.2205.09666},
eprinttype = {arXiv},
eprint = {2205.09666},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09673,
author = {Yuanbo Xu and
Yongjian Yang and
En Wang and
Fuzhen Zhuang and
Hui Xiong},
title = {Detect Professional Malicious User with Metric Learning in Recommender
Systems},
journal = {CoRR},
volume = {abs/2205.09673},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09673},
doi = {10.48550/ARXIV.2205.09673},
eprinttype = {arXiv},
eprint = {2205.09673},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14591,
author = {Zhenwei Tang and
Shichao Pei and
Xi Peng and
Fuzhen Zhuang and
Xiangliang Zhang and
Robert Hoehndorf},
title = {Joint Abductive and Inductive Neural Logical Reasoning},
journal = {CoRR},
volume = {abs/2205.14591},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14591},
doi = {10.48550/ARXIV.2205.14591},
eprinttype = {arXiv},
eprint = {2205.14591},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12808,
author = {Yongchun Zhu and
Qiang Sheng and
Juan Cao and
Qiong Nan and
Kai Shu and
Minghui Wu and
Jindong Wang and
Fuzhen Zhuang},
title = {Memory-Guided Multi-View Multi-Domain Fake News Detection},
journal = {CoRR},
volume = {abs/2206.12808},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12808},
doi = {10.48550/ARXIV.2206.12808},
eprinttype = {arXiv},
eprint = {2206.12808},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00814,
author = {Shuokai Li and
Yongchun Zhu and
Ruobing Xie and
Zhenwei Tang and
Zhao Zhang and
Fuzhen Zhuang and
Qing He and
Hui Xiong},
title = {Customized Conversational Recommender Systems},
journal = {CoRR},
volume = {abs/2207.00814},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00814},
doi = {10.48550/ARXIV.2207.00814},
eprinttype = {arXiv},
eprint = {2207.00814},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11283,
author = {Wei Chen and
Jinglong Du and
Zhao Zhang and
Fuzhen Zhuang and
Zhongshi He},
title = {A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment
Analysis},
journal = {CoRR},
volume = {abs/2208.11283},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11283},
doi = {10.48550/ARXIV.2208.11283},
eprinttype = {arXiv},
eprint = {2208.11283},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06210,
author = {Ting Jiang and
Deqing Wang and
Fuzhen Zhuang},
title = {Pruning Pre-trained Language Models Without Fine-Tuning},
journal = {CoRR},
volume = {abs/2210.06210},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06210},
doi = {10.48550/ARXIV.2210.06210},
eprinttype = {arXiv},
eprint = {2210.06210},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10615,
author = {Chenguang Du and
Deqing Wang and
Fuzhen Zhuang and
Hengshu Zhu},
title = {Exploring the Confounding Factors of Academic Career Success: An Empirical
Study with Deep Predictive Modeling},
journal = {CoRR},
volume = {abs/2211.10615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10615},
doi = {10.48550/ARXIV.2211.10615},
eprinttype = {arXiv},
eprint = {2211.10615},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11752,
author = {Ziming Wan and
Deqing Wang and
Xuehua Ming and
Fuzhen Zhuang and
Chenguang Du and
Ting Jiang and
Zhengyang Zhao},
title = {{RHCO:} {A} Relation-aware Heterogeneous Graph Neural Network with
Contrastive Learning for Large-scale Graphs},
journal = {CoRR},
volume = {abs/2211.11752},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11752},
doi = {10.48550/ARXIV.2211.11752},
eprinttype = {arXiv},
eprint = {2211.11752},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XuFZZWLS21,
author = {Chengfeng Xu and
Jian Feng and
Pengpeng Zhao and
Fuzhen Zhuang and
Deqing Wang and
Yanchi Liu and
Victor S. Sheng},
title = {Long- and short-term self-attention network for sequential recommendation},
journal = {Neurocomputing},
volume = {423},
pages = {580--589},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.10.066},
doi = {10.1016/J.NEUCOM.2020.10.066},
timestamp = {Thu, 17 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/XuFZZWLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YingSCLGZCW21,
author = {Haochao Ying and
Qingyu Song and
Jintai Chen and
Tingting Liang and
Jingjing Gu and
Fuzhen Zhuang and
Danny Z. Chen and
Jian Wu},
title = {A semi-supervised deep convolutional framework for signet ring cell
detection},
journal = {Neurocomputing},
volume = {453},
pages = {347--356},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.05.119},
doi = {10.1016/J.NEUCOM.2020.05.119},
timestamp = {Thu, 17 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YingSCLGZCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/ZhaoWZLLZ21,
author = {Xiaowei Zhao and
Deqing Wang and
Zhengyang Zhao and
Wei Liu and
Chenwei Lu and
Fuzhen Zhuang},
title = {A neural topic model with word vectors and entity vectors for short
texts},
journal = {Inf. Process. Manag.},
volume = {58},
number = {2},
pages = {102455},
year = {2021},
url = {https://doi.org/10.1016/j.ipm.2020.102455},
doi = {10.1016/J.IPM.2020.102455},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ZhaoWZLLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhangZQNXH21,
author = {Zhao Zhang and
Fuzhen Zhuang and
Meng Qu and
Zheng{-}Yu Niu and
Hui Xiong and
Qing He},
title = {Knowledge graph embedding with shared latent semantic units},
journal = {Neural Networks},
volume = {139},
pages = {140--148},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.02.013},
doi = {10.1016/J.NEUNET.2021.02.013},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhangZQNXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/ZhuangQDXZZXH21,
author = {Fuzhen Zhuang and
Zhiyuan Qi and
Keyu Duan and
Dongbo Xi and
Yongchun Zhu and
Hengshu Zhu and
Hui Xiong and
Qing He},
title = {A Comprehensive Survey on Transfer Learning},
journal = {Proc. {IEEE}},
volume = {109},
number = {1},
pages = {43--76},
year = {2021},
url = {https://doi.org/10.1109/JPROC.2020.3004555},
doi = {10.1109/JPROC.2020.3004555},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/ZhuangQDXZZXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenZWLXDH21,
author = {Jingwu Chen and
Fuzhen Zhuang and
Tianxin Wang and
Leyu Lin and
Feng Xia and
Lihuan Du and
Qing He},
title = {Follow the Title Then Read the Article: Click-Guide Network for Dwell
Time Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {7},
pages = {2903--2913},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2960693},
doi = {10.1109/TKDE.2019.2960693},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenZWLXDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangJLWLDZ21,
author = {Deqing Wang and
Baoyu Jing and
Chenwei Lu and
Junjie Wu and
Guannan Liu and
Chenguang Du and
Fuzhen Zhuang},
title = {Coarse Alignment of Topic and Sentiment: {A} Unified Model for Cross-Lingual
Sentiment Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {2},
pages = {736--747},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2979225},
doi = {10.1109/TNNLS.2020.2979225},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangJLWLDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhuZWKCBXH21,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Jindong Wang and
Guolin Ke and
Jingwu Chen and
Jiang Bian and
Hui Xiong and
Qing He},
title = {Deep Subdomain Adaptation Network for Image Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {4},
pages = {1713--1722},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2988928},
doi = {10.1109/TNNLS.2020.2988928},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhuZWKCBXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuWZLD021,
author = {Hao Liu and
Qiyu Wu and
Fuzhen Zhuang and
Xinjiang Lu and
Dejing Dou and
Hui Xiong},
title = {Community-Aware Multi-Task Transportation Demand Prediction},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {320--327},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16107},
doi = {10.1609/AAAI.V35I1.16107},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuWZLD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouGLZZWZ21,
author = {Qiang Zhou and
Jingjing Gu and
Xinjiang Lu and
Fuzhen Zhuang and
Yanchao Zhao and
Qiuhong Wang and
Xiao Zhang},
title = {Modeling Heterogeneous Relations across Multiple Modes for Potential
Crowd Flow Prediction},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4723--4731},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16603},
doi = {10.1609/AAAI.V35I5.16603},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouGLZZWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangWSYZZ21,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Huayi Yang and
Zhengyang Zhao and
Fuzhen Zhuang},
title = {LightXML: Transformer with Dynamic Negative Sampling for High-Performance
Extreme Multi-label Text Classification},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7987--7994},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16974},
doi = {10.1609/AAAI.V35I9.16974},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangWSYZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiSZZCZQ021,
author = {Dongbo Xi and
Bowen Song and
Fuzhen Zhuang and
Yongchun Zhu and
Shuai Chen and
Tianyi Zhang and
Yuan Qi and
Qing He},
title = {Modeling the Field Value Variations and Field Interactions Simultaneously
for Fraud Detection},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14957--14965},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i17.17755},
doi = {10.1609/AAAI.V35I17.17755},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiSZZCZQ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoZXZLL21,
author = {Yu Zhao and
Han Zhou and
Ruobing Xie and
Fuzhen Zhuang and
Qing Li and
Ji Liu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Incorporating Global Information in Local Attention for Knowledge
Representation Learning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {1341--1351},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.115},
doi = {10.18653/V1/2021.FINDINGS-ACL.115},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhaoZXZLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangZZGW021,
author = {Runchuan Wang and
Zhao Zhang and
Fuzhen Zhuang and
Dehong Gao and
Yi Wei and
Qing He},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Adversarial Domain Adaptation for Cross-lingual Information Retrieval
with Multilingual {BERT}},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3498--3502},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482050},
doi = {10.1145/3459637.3482050},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangZZGW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangZZWZH21,
author = {Tianxin Wang and
Fuzhen Zhuang and
Zhiqiang Zhang and
Daixin Wang and
Jun Zhou and
Qing He},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Low-dimensional Alignment for Cross-Domain Recommendation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3508--3512},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482137},
doi = {10.1145/3459637.3482137},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangZZWZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LiuZZXLS21,
author = {Binghao Liu and
Pengpeng Zhao and
Fuzhen Zhuang and
Xuefeng Xian and
Yanchi Liu and
Victor S. Sheng},
editor = {Christian S. Jensen and
Ee{-}Peng Lim and
De{-}Nian Yang and
Wang{-}Chien Lee and
Vincent S. Tseng and
Vana Kalogeraki and
Jen{-}Wei Huang and
Chih{-}Ya Shen},
title = {Knowledge-Aware Hypergraph Neural Network for Recommender Systems},
booktitle = {Database Systems for Advanced Applications - 26th International Conference,
{DASFAA} 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {12683},
pages = {132--147},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73200-4\_9},
doi = {10.1007/978-3-030-73200-4\_9},
timestamp = {Wed, 14 Apr 2021 13:52:17 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/LiuZZXLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LiHZZLS21,
author = {Changheng Li and
Yongjing Hao and
Pengpeng Zhao and
Fuzhen Zhuang and
Yanchi Liu and
Victor S. Sheng},
editor = {Christian S. Jensen and
Ee{-}Peng Lim and
De{-}Nian Yang and
Wang{-}Chien Lee and
Vincent S. Tseng and
Vana Kalogeraki and
Jen{-}Wei Huang and
Chih{-}Ya Shen},
title = {Tell Me Where to Go Next: Improving {POI} Recommendation via Conversation},
booktitle = {Database Systems for Advanced Applications - 26th International Conference,
{DASFAA} 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {12683},
pages = {211--227},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73200-4\_14},
doi = {10.1007/978-3-030-73200-4\_14},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/LiHZZLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmv/ZhangDZJMZ21,
author = {Yuhong Zhang and
Mingxuan Du and
Fuzhen Zhuang and
Yuxi Jin and
Yuhui Ma and
Hongbo Zhang},
editor = {Wolfgang Osten and
Dmitry Nikolaev},
title = {Joint alignment and compactness learning for multi-source unsupervised
domain adaptation},
booktitle = {Fourteenth International Conference on Machine Vision, {ICMV} 2021,
Rome, Italy, November 8-12, 2021},
series = {{SPIE} Proceedings},
volume = {12084},
pages = {120841E},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2623645},
doi = {10.1117/12.2623645},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmv/ZhangDZJMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/YangYSZHY21,
author = {Dengjie Yang and
Xuehui Yu and
Yi Sun and
Fuzhen Zhuang and
Qing He and
Shiwei Ye},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {BFConv: Improving Convolutional Neural Networks with Butterfly Convolution},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {13111},
pages = {40--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92273-3\_4},
doi = {10.1007/978-3-030-92273-3\_4},
timestamp = {Tue, 14 Dec 2021 17:56:29 +0100},
biburl = {https://dblp.org/rec/conf/iconip/YangYSZHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenZXMLZJH21,
author = {Hao Chen and
Fuzhen Zhuang and
Li Xiao and
Ling Ma and
Haiyan Liu and
Ruifang Zhang and
Huiqin Jiang and
Qing He},
editor = {Zhi{-}Hua Zhou},
title = {{AMA-GCN:} Adaptive Multi-layer Aggregation Graph Convolutional Network
for Disease Prediction},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2235--2241},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/308},
doi = {10.24963/IJCAI.2021/308},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenZXMLZJH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangYLLZXC21,
author = {Denghui Zhang and
Zixuan Yuan and
Yanchi Liu and
Hao Liu and
Fuzhen Zhuang and
Hui Xiong and
Haifeng Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Domain-oriented Language Modeling with Adaptive Hybrid Masking and
Optimal Transport Alignment},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2145--2153},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467215},
doi = {10.1145/3447548.3467215},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangYLLZXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiCYZZZC21,
author = {Dongbo Xi and
Zhen Chen and
Peng Yan and
Yinger Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Yu Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Modeling the Sequential Dependence among Audience Multi-step Conversions
with Multi-task Learning in Targeted Display Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3745--3755},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467071},
doi = {10.1145/3447548.3467071},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiCYZZZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZSLZX21,
author = {Qi Zhang and
Hengshu Zhu and
Ying Sun and
Hao Liu and
Fuzhen Zhuang and
Hui Xiong},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Talent Demand Forecasting with Attentive Neural Sequential Model},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3906--3916},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467131},
doi = {10.1145/3447548.3467131},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZSLZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuLXZHGZLC21,
author = {Yongchun Zhu and
Yudan Liu and
Ruobing Xie and
Fuzhen Zhuang and
Xiaobo Hao and
Kaikai Ge and
Xu Zhang and
Leyu Lin and
Juan Cao},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Learning to Expand Audience via Meta Hybrid Experts and Critics for
Recommendation and Advertising},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4005--4013},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467093},
doi = {10.1145/3447548.3467093},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuLXZHGZLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunZQZHX21,
author = {Ying Sun and
Hengshu Zhu and
Chuan Qin and
Fuzhen Zhuang and
Qing He and
Hui Xiong},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Discerning Decision-Making Process of Deep Neural Networks with Hierarchical
Voting Transformation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17221--17234},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8f1fa0193ca2b5d2fa0695827d8270e9-Abstract.html},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SunZQZHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuangSYZS21,
author = {Yuanxin Zhuang and
Chuan Shi and
Cheng Yang and
Fuzhen Zhuang and
Yangqiu Song},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Semantic-Specific Hierarchical Alignment Network for Heterogeneous
Graph Adaptation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {335--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_21},
doi = {10.1007/978-3-030-86520-7\_21},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuangSYZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prcv/ZhangXZMCWJH21,
author = {Zhipeng Zhang and
Li Xiao and
Fuzhen Zhuang and
Ling Ma and
Yuan Chang and
Yuanyuan Wang and
Huiqin Jiang and
Qing He},
editor = {Huimin Ma and
Liang Wang and
Changshui Zhang and
Fei Wu and
Tieniu Tan and
Yaonan Wang and
Jianhuang Lai and
Yao Zhao},
title = {An Efficient Polyp Detection Framework with Suspicious Targets Assisted
Training},
booktitle = {Pattern Recognition and Computer Vision - 4th Chinese Conference,
{PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13022},
pages = {536--547},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88013-2\_44},
doi = {10.1007/978-3-030-88013-2\_44},
timestamp = {Mon, 20 Nov 2023 17:42:12 +0100},
biburl = {https://dblp.org/rec/conf/prcv/ZhangXZMCWJH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhuXZGSZLC21,
author = {Yongchun Zhu and
Ruobing Xie and
Fuzhen Zhuang and
Kaikai Ge and
Ying Sun and
Xu Zhang and
Leyu Lin and
Juan Cao},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation
with Meta Scaling and Shifting Networks},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1167--1176},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462843},
doi = {10.1145/3404835.3462843},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhuXZGSZLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhuGZXXZL021,
author = {Yongchun Zhu and
Kaikai Ge and
Fuzhen Zhuang and
Ruobing Xie and
Dongbo Xi and
Xu Zhang and
Leyu Lin and
Qing He},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start
Users},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1813--1817},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3463010},
doi = {10.1145/3404835.3463010},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhuGZXXZL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SunZZHX21,
author = {Ying Sun and
Fuzhen Zhuang and
Hengshu Zhu and
Qing He and
Hui Xiong},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Cost-Effective and Interpretable Job Skill Recommendation with Deep
Reinforcement Learning},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3827--3838},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449985},
doi = {10.1145/3442381.3449985},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SunZZHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03305,
author = {Ting Jiang and
Deqing Wang and
Leilei Sun and
Huayi Yang and
Zhengyang Zhao and
Fuzhen Zhuang},
title = {LightXML: Transformer with Dynamic Negative Sampling for High-Performance
Extreme Multi-label Text Classification},
journal = {CoRR},
volume = {abs/2101.03305},
year = {2021},
url = {https://arxiv.org/abs/2101.03305},
eprinttype = {arXiv},
eprint = {2101.03305},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06954,
author = {Qiang Zhou and
Jingjing Gu and
Xinjiang Lu and
Fuzhen Zhuang and
Yanchao Zhao and
Qiuhong Wang and
Xiao Zhang},
title = {Modeling Heterogeneous Relations across Multiple Modes for Potential
Crowd Flow Prediction},
journal = {CoRR},
volume = {abs/2101.06954},
year = {2021},
url = {https://arxiv.org/abs/2101.06954},
eprinttype = {arXiv},
eprint = {2101.06954},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11354,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Xiangliang Zhang and
Zhiyuan Qi and
Zhiping Shi and
Qing He},
title = {Combat Data Shift in Few-shot Learning with Knowledge Graph},
journal = {CoRR},
volume = {abs/2101.11354},
year = {2021},
url = {https://arxiv.org/abs/2101.11354},
eprinttype = {arXiv},
eprint = {2101.11354},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04785,
author = {Yongchun Zhu and
Kaikai Ge and
Fuzhen Zhuang and
Ruobing Xie and
Dongbo Xi and
Xu Zhang and
Leyu Lin and
Qing He},
title = {Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start
Users},
journal = {CoRR},
volume = {abs/2105.04785},
year = {2021},
url = {https://arxiv.org/abs/2105.04785},
eprinttype = {arXiv},
eprint = {2105.04785},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04790,
author = {Yongchun Zhu and
Ruobing Xie and
Fuzhen Zhuang and
Kaikai Ge and
Ying Sun and
Xu Zhang and
Leyu Lin and
Juan Cao},
title = {Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation
with Meta Scaling and Shifting Networks},
journal = {CoRR},
volume = {abs/2105.04790},
year = {2021},
url = {https://arxiv.org/abs/2105.04790},
eprinttype = {arXiv},
eprint = {2105.04790},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08489,
author = {Dongbo Xi and
Zhen Chen and
Peng Yan and
Yinger Zhang and
Yongchun Zhu and
Fuzhen Zhuang and
Yu Chen},
title = {Modeling the Sequential Dependence among Audience Multi-step Conversions
with Multi-task Learning in Targeted Display Advertising},
journal = {CoRR},
volume = {abs/2105.08489},
year = {2021},
url = {https://arxiv.org/abs/2105.08489},
eprinttype = {arXiv},
eprint = {2105.08489},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14688,
author = {Yongchun Zhu and
Yudan Liu and
Ruobing Xie and
Fuzhen Zhuang and
Xiaobo Hao and
Kaikai Ge and
Xu Zhang and
Leyu Lin and
Juan Cao},
title = {Learning to Expand Audience via Meta Hybrid Experts and Critics for
Recommendation and Advertising},
journal = {CoRR},
volume = {abs/2105.14688},
year = {2021},
url = {https://arxiv.org/abs/2105.14688},
eprinttype = {arXiv},
eprint = {2105.14688},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08732,
author = {Hao Chen and
Fuzhen Zhuang and
Li Xiao and
Ling Ma and
Haiyan Liu and
Ruifang Zhang and
Huiqin Jiang and
Qing He},
title = {{AMA-GCN:} Adaptive Multi-layer Aggregation Graph Convolutional Network
for Disease Prediction},
journal = {CoRR},
volume = {abs/2106.08732},
year = {2021},
url = {https://arxiv.org/abs/2106.08732},
eprinttype = {arXiv},
eprint = {2106.08732},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09388,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Jindong Wang and
Guolin Ke and
Jingwu Chen and
Jiang Bian and
Hui Xiong and
Qing He},
title = {Deep Subdomain Adaptation Network for Image Classification},
journal = {CoRR},
volume = {abs/2106.09388},
year = {2021},
url = {https://arxiv.org/abs/2106.09388},
eprinttype = {arXiv},
eprint = {2106.09388},
timestamp = {Sun, 26 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11115,
author = {Ting Jiang and
Shaohan Huang and
Zihan Zhang and
Deqing Wang and
Fuzhen Zhuang and
Furu Wei and
Haizhen Huang and
Liangjie Zhang and
Qi Zhang},
title = {Improving Non-autoregressive Generation with Mixup Training},
journal = {CoRR},
volume = {abs/2110.11115},
year = {2021},
url = {https://arxiv.org/abs/2110.11115},
eprinttype = {arXiv},
eprint = {2110.11115},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11154,
author = {Yongchun Zhu and
Zhenwei Tang and
Yudan Liu and
Fuzhen Zhuang and
Ruobing Xie and
Xu Zhang and
Leyu Lin and
Qing He},
title = {Personalized Transfer of User Preferences for Cross-domain Recommendation},
journal = {CoRR},
volume = {abs/2110.11154},
year = {2021},
url = {https://arxiv.org/abs/2110.11154},
eprinttype = {arXiv},
eprint = {2110.11154},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01910,
author = {Yu Zhao and
Jia Song and
Huali Feng and
Fuzhen Zhuang and
Qing Li and
Xiaojie Wang and
Ji Liu},
title = {Deep Keyphrase Completion},
journal = {CoRR},
volume = {abs/2111.01910},
year = {2021},
url = {https://arxiv.org/abs/2111.01910},
eprinttype = {arXiv},
eprint = {2111.01910},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06103,
author = {Zhao Zhang and
Fuzhen Zhuang and
Hengshu Zhu and
Chao Li and
Hui Xiong and
Qing He and
Yongjun Xu},
title = {Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2111.06103},
year = {2021},
url = {https://arxiv.org/abs/2111.06103},
eprinttype = {arXiv},
eprint = {2111.06103},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03024,
author = {Denghui Zhang and
Zixuan Yuan and
Yanchi Liu and
Hao Liu and
Fuzhen Zhuang and
Hui Xiong and
Haifeng Chen},
title = {Domain-oriented Language Pre-training with Adaptive Hybrid Masking
and Optimal Transport Alignment},
journal = {CoRR},
volume = {abs/2112.03024},
year = {2021},
url = {https://arxiv.org/abs/2112.03024},
eprinttype = {arXiv},
eprint = {2112.03024},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13078,
author = {Yu Zhao and
Shaopeng Wei and
Huaming Du and
Xingyan Chen and
Qing Li and
Fuzhen Zhuang and
Ji Liu and
Gang Kou},
title = {Dual Hierarchical Attention Networks for Bi-typed Heterogeneous Graph
Learning},
journal = {CoRR},
volume = {abs/2112.13078},
year = {2021},
url = {https://arxiv.org/abs/2112.13078},
eprinttype = {arXiv},
eprint = {2112.13078},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13510,
author = {Fuwei Zhang and
Zhao Zhang and
Xiang Ao and
Dehong Gao and
Fuzhen Zhuang and
Yi Wei and
Qing He},
title = {Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical
Knowledge Enhancement},
journal = {CoRR},
volume = {abs/2112.13510},
year = {2021},
url = {https://arxiv.org/abs/2112.13510},
eprinttype = {arXiv},
eprint = {2112.13510},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15285,
author = {Dongbo Xi and
Fuzhen Zhuang and
Yanchi Liu and
Jingjing Gu and
Hui Xiong and
Qing He},
title = {Modelling of Bi-directional Spatio-Temporal Dependence and Users'
Dynamic Preferences for Missing {POI} Check-in Identification},
journal = {CoRR},
volume = {abs/2112.15285},
year = {2021},
url = {https://arxiv.org/abs/2112.15285},
eprinttype = {arXiv},
eprint = {2112.15285},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-15285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15290,
author = {Dongbo Xi and
Fuzhen Zhuang and
Ganbin Zhou and
Xiaohu Cheng and
Fen Lin and
Qing He},
title = {Domain Adaptation with Category Attention Network for Deep Sentiment
Analysis},
journal = {CoRR},
volume = {abs/2112.15290},
year = {2021},
url = {https://arxiv.org/abs/2112.15290},
eprinttype = {arXiv},
eprint = {2112.15290},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-15290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15292,
author = {Dongbo Xi and
Fuzhen Zhuang and
Bowen Song and
Yongchun Zhu and
Shuai Chen and
Dan Hong and
Tao Chen and
Xi Gu and
Qing He},
title = {Neural Hierarchical Factorization Machines for User's Event Sequence
Analysis},
journal = {CoRR},
volume = {abs/2112.15292},
year = {2021},
url = {https://arxiv.org/abs/2112.15292},
eprinttype = {arXiv},
eprint = {2112.15292},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-15292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/GuLZDZYZG20,
author = {Jingjing Gu and
Cheng Liu and
Yi Zhuang and
Xiaojiang Du and
Fuzhen Zhuang and
Haochao Ying and
Yanchao Zhao and
Mohsen Guizani},
title = {Dynamic Measurement and Data Calibration for Aerial Mobile IoT},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {6},
pages = {5210--5219},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2020.2977910},
doi = {10.1109/JIOT.2020.2977910},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/GuLZDZYZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/AoLLZH20,
author = {Xiang Ao and
Ping Luo and
Chengkai Li and
Fuzhen Zhuang and
Qing He},
title = {Corrigendum to "Discovering and learning sensational episodes
of news events" [Inf. Syst. 78 {(2018)} 68-80]},
journal = {Inf. Syst.},
volume = {93},
pages = {101364},
year = {2020},
url = {https://doi.org/10.1016/j.is.2019.01.005},
doi = {10.1016/J.IS.2019.01.005},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/AoLLZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhuangZYZAXHX20,
author = {Fuzhen Zhuang and
Ying{-}Min Zhou and
Haochao Ying and
Fuzheng Zhang and
Xiang Ao and
Xing Xie and
Qing He and
Hui Xiong},
title = {Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining},
journal = {J. Comput. Sci. Technol.},
volume = {35},
number = {2},
pages = {305--319},
year = {2020},
url = {https://doi.org/10.1007/s11390-020-9945-z},
doi = {10.1007/S11390-020-9945-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhuangZYZAXHX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HeDZYHL20,
author = {Jia He and
Changying Du and
Fuzhen Zhuang and
Xin Yin and
Qing He and
Guoping Long},
title = {Online Bayesian max-margin subspace learning for multi-view classification
and regression},
journal = {Mach. Learn.},
volume = {109},
number = {2},
pages = {219--249},
year = {2020},
url = {https://doi.org/10.1007/s10994-019-05853-8},
doi = {10.1007/S10994-019-05853-8},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HeDZYHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/He0DZH20,
author = {Zhicheng He and
Jie Liu and
Kai Dang and
Fuzhen Zhuang and
Yalou Huang},
title = {Leveraging maximum entropy and correlation on latent factors for learning
representations},
journal = {Neural Networks},
volume = {131},
pages = {312--323},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.07.027},
doi = {10.1016/J.NEUNET.2020.07.027},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/He0DZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/XiZLZZTH20,
author = {Dongbo Xi and
Fuzhen Zhuang and
Yanchi Liu and
Hengshu Zhu and
Pengpeng Zhao and
Chang Tan and
Qing He},
title = {Exploiting bi-directional global transition patterns and personal
preferences for missing {POI} category identification},
journal = {Neural Networks},
volume = {132},
pages = {75--83},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.08.015},
doi = {10.1016/J.NEUNET.2020.08.015},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/XiZLZZTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangLWLZZZ20,
author = {Deqing Wang and
Chenwei Lu and
Junjie Wu and
Hongfu Liu and
Wenjie Zhang and
Fuzhen Zhuang and
Hui Zhang},
title = {Softly Associative Transfer Learning for Cross-Domain Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {11},
pages = {4709--4721},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2891577},
doi = {10.1109/TCYB.2019.2891577},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangLWLZZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/DengWZ20,
author = {Xiaoyi Deng and
Yenchun Jim Wu and
Fuzhen Zhuang},
title = {Trust-embedded collaborative deep generative model for social recommendation},
journal = {J. Supercomput.},
volume = {76},
number = {11},
pages = {8801--8829},
year = {2020},
url = {https://doi.org/10.1007/s11227-020-03178-1},
doi = {10.1007/S11227-020-03178-1},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/DengWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuYWHZYX20,
author = {Yuanbo Xu and
Yongjian Yang and
En Wang and
Jiayu Han and
Fuzhen Zhuang and
Zhiwen Yu and
Hui Xiong},
title = {Neural Serendipity Recommendation: Exploring the Balance between Accuracy
and Novelty with Sparse Explicit Feedback},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {4},
pages = {50:1--50:25},
year = {2020},
url = {https://doi.org/10.1145/3396607},
doi = {10.1145/3396607},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/XuYWHZYX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HanZXZZYZ20,
author = {Jiayu Han and
Lei Zheng and
Yuanbo Xu and
Bangzuo Zhang and
Fuzhen Zhuang and
Philip S. Yu and
Wanli Zuo},
title = {Adaptive Deep Modeling of Users and Items Using Side Information for
Recommendation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {3},
pages = {737--748},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2909432},
doi = {10.1109/TNNLS.2019.2909432},
timestamp = {Thu, 11 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HanZXZZYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZZ0XH20,
author = {Zhao Zhang and
Fuzhen Zhuang and
Hengshu Zhu and
Zhi{-}Ping Shi and
Hui Xiong and
Qing He},
title = {Relational Graph Neural Network with Hierarchical Attention for Knowledge
Graph Completion},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {9612--9619},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6508},
doi = {10.1609/AAAI.V34I05.6508},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZZ0XH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HePZ020,
author = {Jia He and
Feiyang Pan and
Fuzhen Zhuang and
Qing He},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive
Flow},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {177--192},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/he20a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HePZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WuZLSFZ20,
author = {Yanghong Wu and
Pengpeng Zhao and
Yanchi Liu and
Victor S. Sheng and
Junhua Fang and
Fuzhen Zhuang},
editor = {Yunmook Nah and
Bin Cui and
Sang{-}Won Lee and
Jeffrey Xu Yu and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Vector-Level and Bit-Level Feature Adjusted Factorization Machine
for Sparse Prediction},
booktitle = {Database Systems for Advanced Applications - 25th International Conference,
{DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12112},
pages = {386--402},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59410-7\_27},
doi = {10.1007/978-3-030-59410-7\_27},
timestamp = {Fri, 25 Sep 2020 12:46:11 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/WuZLSFZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/YanZZWLS20,
author = {Haoran Yan and
Pengpeng Zhao and
Fuzhen Zhuang and
Deqing Wang and
Yanchi Liu and
Victor S. Sheng},
editor = {Yunmook Nah and
Bin Cui and
Sang{-}Won Lee and
Jeffrey Xu Yu and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Cross-Domain Recommendation with Adversarial Examples},
booktitle = {Database Systems for Advanced Applications - 25th International Conference,
{DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12114},
pages = {573--589},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59419-0\_35},
doi = {10.1007/978-3-030-59419-0\_35},
timestamp = {Fri, 25 Sep 2020 12:46:11 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/YanZZWLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/ChenLZGF20,
author = {Tianzhu Chen and
Fenghua Li and
Fuzhen Zhuang and
Yunchuan Guo and
Liang Fang},
editor = {Sven Hartmann and
Josef K{\"{u}}ng and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {The Linear Geometry Structure of Label Matrix for Multi-label Learning},
booktitle = {Database and Expert Systems Applications - 31st International Conference,
{DEXA} 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12392},
pages = {229--244},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59051-2\_15},
doi = {10.1007/978-3-030-59051-2\_15},
timestamp = {Tue, 29 Dec 2020 18:31:18 +0100},
biburl = {https://dblp.org/rec/conf/dexa/ChenLZGF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/WangCZL0D020,
author = {Tianxin Wang and
Jingwu Chen and
Fuzhen Zhuang and
Leyu Lin and
Feng Xia and
Lihuan Du and
Qing He},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Capturing Attraction Distribution: Sequential Attentive Network for
Dwell Time Prediction},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {529--536},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200135},
doi = {10.3233/FAIA200135},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/WangCZL0D020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuSZW0020,
author = {Yiqing Wu and
Ying Sun and
Fuzhen Zhuang and
Deqing Wang and
Xiangliang Zhang and
Qing He},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Meta-path Hierarchical Heterogeneous Graph Convolution Network for
High Potential Scholar Recognition},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {1334--1339},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00173},
doi = {10.1109/ICDM50108.2020.00173},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WuSZW0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoZLZWXFS20,
author = {Anjing Luo and
Pengpeng Zhao and
Yanchi Liu and
Fuzhen Zhuang and
Deqing Wang and
Jiajie Xu and
Junhua Fang and
Victor S. Sheng},
editor = {Christian Bessiere},
title = {Collaborative Self-Attention Network for Session-based Recommendation},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2591--2597},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/359},
doi = {10.24963/IJCAI.2020/359},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuoZLZWXFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouTZGZZZYX20,
author = {Jingbo Zhou and
Zhenwei Tang and
Min Zhao and
Xiang Ge and
Fuzhen Zhuang and
Meng Zhou and
Liming Zou and
Chenglei Yang and
Hui Xiong},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Intelligent Exploration for User Interface Modules of Mobile App with
Collective Learning},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3346--3355},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403387},
doi = {10.1145/3394486.3403387},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouTZGZZZYX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiZSZCHCGH20,
author = {Dongbo Xi and
Fuzhen Zhuang and
Bowen Song and
Yongchun Zhu and
Shuai Chen and
Dan Hong and
Tao Chen and
Xi Gu and
Qing He},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Neural Hierarchical Factorization Machines for User's Event Sequence
Analysis},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1893--1896},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401307},
doi = {10.1145/3397271.3401307},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/XiZSZCHCGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhuXSZCGH20,
author = {Yongchun Zhu and
Dongbo Xi and
Bowen Song and
Fuzhen Zhuang and
Shuai Chen and
Xi Gu and
Qing He},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Modeling Users' Behavior Sequences with Hierarchical Explainable Network
for Cross-domain Fraud Detection},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {928--938},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380172},
doi = {10.1145/3366423.3380172},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhuXSZCGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuZZLSX0X20,
author = {Jian Liu and
Pengpeng Zhao and
Fuzhen Zhuang and
Yanchi Liu and
Victor S. Sheng and
Jiajie Xu and
Xiaofang Zhou and
Hui Xiong},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain
Recommendation},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2768--2774},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380036},
doi = {10.1145/3366423.3380036},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiuZZLSX0X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XiZZCLH20,
author = {Dongbo Xi and
Fuzhen Zhuang and
Ganbin Zhou and
Xiaohu Cheng and
Fen Lin and
Qing He},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Domain Adaptation with Category Attention Network for Deep Sentiment
Analysis},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {3133--3139},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380088},
doi = {10.1145/3366423.3380088},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/XiZZCLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00911,
author = {Qingyu Guo and
Fuzhen Zhuang and
Chuan Qin and
Hengshu Zhu and
Xing Xie and
Hui Xiong and
Qing He},
title = {A Survey on Knowledge Graph-Based Recommender Systems},
journal = {CoRR},
volume = {abs/2003.00911},
year = {2020},
url = {https://arxiv.org/abs/2003.00911},
eprinttype = {arXiv},
eprint = {2003.00911},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05774,
author = {Jingjing Gu and
Qiang Zhou and
Jingyuan Yang and
Yanchi Liu and
Fuzhen Zhuang and
Yanchao Zhao and
Hui Xiong},
title = {Exploiting Interpretable Patterns for Flow Prediction in Dockless
Bike Sharing Systems},
journal = {CoRR},
volume = {abs/2004.05774},
year = {2020},
url = {https://arxiv.org/abs/2004.05774},
eprinttype = {arXiv},
eprint = {2004.05774},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05911,
author = {Dongbo Xi and
Fuzhen Zhuang and
Yongchun Zhu and
Pengpeng Zhao and
Xiangliang Zhang and
Qing He},
title = {Graph Factorization Machines for Cross-Domain Recommendation},
journal = {CoRR},
volume = {abs/2007.05911},
year = {2020},
url = {https://arxiv.org/abs/2007.05911},
eprinttype = {arXiv},
eprint = {2007.05911},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14767,
author = {Jingbo Zhou and
Zhenwei Tang and
Min Zhao and
Xiang Ge and
Fuzhen Zhuang and
Meng Zhou and
Liming Zou and
Chenglei Yang and
Hui Xiong},
title = {Intelligent Exploration for User Interface Modules of Mobile App with
Collective Learning},
journal = {CoRR},
volume = {abs/2007.14767},
year = {2020},
url = {https://arxiv.org/abs/2007.14767},
eprinttype = {arXiv},
eprint = {2007.14767},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05600,
author = {Dongbo Xi and
Bowen Song and
Fuzhen Zhuang and
Yongchun Zhu and
Shuai Chen and
Tianyi Zhang and
Yuan Qi and
Qing He},
title = {Modeling the Field Value Variations and Field Interactions Simultaneously
for Fraud Detection},
journal = {CoRR},
volume = {abs/2008.05600},
year = {2020},
url = {https://arxiv.org/abs/2008.05600},
eprinttype = {arXiv},
eprint = {2008.05600},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02835,
author = {Denghui Zhang and
Zixuan Yuan and
Yanchi Liu and
Zuohui Fu and
Fuzhen Zhuang and
Pengyang Wang and
Haifeng Chen and
Hui Xiong},
title = {{E-BERT:} {A} Phrase and Product Knowledge Enhanced Language Model
for E-commerce},
journal = {CoRR},
volume = {abs/2009.02835},
year = {2020},
url = {https://arxiv.org/abs/2009.02835},
eprinttype = {arXiv},
eprint = {2009.02835},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/HeZLHL19,
author = {Jia He and
Fuzhen Zhuang and
Yanchi Liu and
Qing He and
Fen Lin},
title = {Bayesian dual neural networks for recommendation},
journal = {Frontiers Comput. Sci.},
volume = {13},
number = {6},
pages = {1255--1265},
year = {2019},
url = {https://doi.org/10.1007/s11704-018-8049-1},
doi = {10.1007/S11704-018-8049-1},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcsc/HeZLHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/ZhangZLNHHX19,
author = {Zhao Zhang and
Fuzhen Zhuang and
Xuebing Li and
Zheng{-}Yu Niu and
Jia He and
Qing He and
Hui Xiong},
title = {Knowledge triple mining via multi-task learning},
journal = {Inf. Syst.},
volume = {80},
pages = {64--75},
year = {2019},
url = {https://doi.org/10.1016/j.is.2018.09.003},
doi = {10.1016/J.IS.2018.09.003},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/ZhangZLNHHX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/AoLLZH19,
author = {Xiang Ao and
Ping Luo and
Chengkai Li and
Fuzhen Zhuang and
Qing He},
title = {Corrigendum to "Discovering and learning sensational episodes
of news events" [Information Systems 78 {(2018)} 68-80]},
journal = {Inf. Syst.},
volume = {81},
pages = {178},
year = {2019},
url = {https://doi.org/10.1016/j.is.2019.01.009},
doi = {10.1016/J.IS.2019.01.009},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/AoLLZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HuangZZANZH19,
author = {Ming Huang and
Fuzhen Zhuang and
Xiao Zhang and
Xiang Ao and
Zhengyu Niu and
Min{-}Ling Zhang and
Qing He},
title = {Supervised representation learning for multi-label classification},
journal = {Mach. Learn.},
volume = {108},
number = {5},
pages = {747--763},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05783-5},
doi = {10.1007/S10994-019-05783-5},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HuangZZANZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/DengZZ19,
author = {Xiaoyi Deng and
Fuzhen Zhuang and
Zhiguo Zhu},
title = {Neural variational collaborative filtering with side information for
top-K recommendation},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {10},
number = {11},
pages = {3273--3284},
year = {2019},
url = {https://doi.org/10.1007/s13042-019-01016-2},
doi = {10.1007/S13042-019-01016-2},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/DengZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/XuYHWZYX19,
author = {Yuanbo Xu and
Yongjian Yang and
Jiayu Han and
En Wang and
Fuzhen Zhuang and
Jingyuan Yang and
Hui Xiong},
title = {NeuO: Exploiting the sentimental bias between ratings and reviews
with neural networks},
journal = {Neural Networks},
volume = {111},
pages = {77--88},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2018.12.011},
doi = {10.1016/J.NEUNET.2018.12.011},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/XuYHWZYX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhuZWCSWH19,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Jindong Wang and
Jingwu Chen and
Zhiping Shi and
Wenjuan Wu and
Qing He},
title = {Multi-representation adaptation network for cross-domain image classification},
journal = {Neural Networks},
volume = {119},
pages = {214--221},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2019.07.010},
doi = {10.1016/J.NEUNET.2019.07.010},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhuZWCSWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BoonchooALZZH19,
author = {Thapana Boonchoo and
Xiang Ao and
Yang Liu and
Weizhong Zhao and
Fuzhen Zhuang and
Qing He},
title = {Grid-based {DBSCAN:} Indexing and inference},
journal = {Pattern Recognit.},
volume = {90},
pages = {271--284},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2019.01.034},
doi = {10.1016/J.PATCOG.2019.01.034},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/BoonchooALZZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiZLGXH19,
author = {Dongbo Xi and
Fuzhen Zhuang and
Yanchi Liu and
Jingjing Gu and
Hui Xiong and
Qing He},
title = {Modelling of Bi-Directional Spatio-Temporal Dependence and Users'
Dynamic Preferences for Missing {POI} Check-In Identification},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5458--5465},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015458},
doi = {10.1609/AAAI.V33I01.33015458},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiZLGXH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoZLXLZSZ19,
author = {Pengpeng Zhao and
Haifeng Zhu and
Yanchi Liu and
Jiajie Xu and
Zhixu Li and
Fuzhen Zhuang and
Victor S. Sheng and
Xiaofang Zhou},
title = {Where to Go Next: {A} Spatio-Temporal Gated Network for Next {POI}
Recommendation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5877--5884},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015877},
doi = {10.1609/AAAI.V33I01.33015877},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoZLXLZSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuZW19,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Deqing Wang},
title = {Aligning Domain-Specific Distribution and Classifier for Cross-Domain
Classification from Multiple Sources},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5989--5996},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015989},
doi = {10.1609/AAAI.V33I01.33015989},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhuZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuGYZW19,
author = {Cheng Liu and
Jingjing Gu and
Zujia Yan and
Fuzhen Zhuang and
Yunyun Wang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {SDC-causing Error Detection Based on Lightweight Vulnerability Prediction},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1049--1064},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/liu19c.html},
timestamp = {Mon, 18 Nov 2019 16:57:55 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuGYZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YeZXZYX19,
author = {Yuyang Ye and
Hengshu Zhu and
Tong Xu and
Fuzhen Zhuang and
Runlong Yu and
Hui Xiong},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Identifying High Potential Talent: {A} Neural Network Based Dynamic
Social Profiling Approach},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {718--727},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00082},
doi = {10.1109/ICDM.2019.00082},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YeZXZYX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuZLSXZFZ19,
author = {Chengfeng Xu and
Pengpeng Zhao and
Yanchi Liu and
Victor S. Sheng and
Jiajie Xu and
Fuzhen Zhuang and
Junhua Fang and
Xiaofang Zhou},
editor = {Sarit Kraus},
title = {Graph Contextualized Self-Attention Network for Session-based Recommendation},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3940--3946},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/547},
doi = {10.24963/IJCAI.2019/547},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuZLSXZFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Yi0ZG19,
author = {Fei Yi and
Zhiwen Yu and
Fuzhen Zhuang and
Bin Guo},
editor = {Sarit Kraus},
title = {Neural Network based Continuous Conditional Random Field for Fine-grained
Crime Prediction},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4157--4163},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/577},
doi = {10.24963/IJCAI.2019/577},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Yi0ZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoDSZLX19,
author = {Jiejie Zhao and
Bowen Du and
Leilei Sun and
Fuzhen Zhuang and
Weifeng Lv and
Hui Xiong},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Multiple Relational Attention Network for Multi-task Learning},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1123--1131},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330861},
doi = {10.1145/3292500.3330861},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoDSZLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunZZSHX19,
author = {Ying Sun and
Fuzhen Zhuang and
Hengshu Zhu and
Xin Song and
Qing He and
Hui Xiong},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {The Impact of Person-Organization Fit on Talent Management: {A} Structure-Aware
Convolutional Neural Network Approach},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1625--1633},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330849},
doi = {10.1145/3292500.3330849},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunZZSHX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QinZZXZMZX19,
author = {Chuan Qin and
Hengshu Zhu and
Chen Zhu and
Tong Xu and
Fuzhen Zhuang and
Chao Ma and
Jingshuai Zhang and
Hui Xiong},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {DuerQuiz: {A} Personalized Question Recommender System for Intelligent
Job Interview},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2165--2173},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330706},
doi = {10.1145/3292500.3330706},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QinZZXZMZX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangZLYXL19,
author = {Xiao Zhang and
Fuzhen Zhuang and
Wenzhong Li and
Haochao Ying and
Hui Xiong and
Sanglu Lu},
editor = {Laurent Amsaleg and
Benoit Huet and
Martha A. Larson and
Guillaume Gravier and
Hayley Hung and
Chong{-}Wah Ngo and
Wei Tsang Ooi},
title = {Inferring Mood Instability via Smartphone Sensing: {A} Multi-View
Learning Approach},
booktitle = {Proceedings of the 27th {ACM} International Conference on Multimedia,
{MM} 2019, Nice, France, October 21-25, 2019},
pages = {1401--1409},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3343031.3350957},
doi = {10.1145/3343031.3350957},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/ZhangZLYXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhuZYYH19,
author = {Yongchun Zhu and
Fuzhen Zhuang and
Jingyuan Yang and
Xi Yang and
Qing He},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Adaptively Transfer Category-Classifier for Handwritten Chinese Character
Recognition},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {110--122},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_9},
doi = {10.1007/978-3-030-16148-4\_9},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhuZYYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiSZY19,
author = {Yugang Ji and
Chuan Shi and
Fuzhen Zhuang and
Philip S. Yu},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Integrating Topic Model and Heterogeneous Information Network for
Aspect Mining with Rating Bias},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {160--171},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_13},
doi = {10.1007/978-3-030-16148-4\_13},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/JiSZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DengZ19,
author = {Xiaoyi Deng and
Fuzhen Zhuang},
editor = {Leong Hou U and
Hady W. Lauw},
title = {Neural Variational Collaborative Filtering for Top-K Recommendation},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14-17,
2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11607},
pages = {352--364},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-26142-9\_30},
doi = {10.1007/978-3-030-26142-9\_30},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DengZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PanCTZH19,
author = {Feiyang Pan and
Qingpeng Cai and
Pingzhong Tang and
Fuzhen Zhuang and
Qing He},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Policy Gradients for Contextual Recommendations},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {1421--1431},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313616},
doi = {10.1145/3308558.3313616},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/PanCTZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13030,
author = {Jian Liu and
Pengpeng Zhao and
Yanchi Liu and
Victor S. Sheng and
Fuzhen Zhuang and
Jiajie Xu and
Xiaofang Zhou and
Hui Xiong},
title = {Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation},
journal = {CoRR},
volume = {abs/1905.13030},
year = {2019},
url = {http://arxiv.org/abs/1905.13030},
eprinttype = {arXiv},
eprint = {1905.13030},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04420,
author = {Changying Du and
Fuzhen Zhuang and
Jia He and
Qing He and
Guoping Long},
title = {Learning beyond Predefined Label Space via Bayesian Nonparametric
Topic Modelling},
journal = {CoRR},
volume = {abs/1910.04420},
year = {2019},
url = {http://arxiv.org/abs/1910.04420},
eprinttype = {arXiv},
eprint = {1910.04420},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05250,
author = {Changying Du and
Jia He and
Changde Du and
Fuzhen Zhuang and
Qing He and
Guoping Long},
title = {Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view
Learning},
journal = {CoRR},
volume = {abs/1910.05250},
year = {2019},
url = {http://arxiv.org/abs/1910.05250},
eprinttype = {arXiv},
eprint = {1910.05250},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02685,
author = {Fuzhen Zhuang and
Zhiyuan Qi and
Keyu Duan and
Dongbo Xi and
Yongchun Zhu and
Hengshu Zhu and
Hui Xiong and
Qing He},
title = {A Comprehensive Survey on Transfer Learning},
journal = {CoRR},
volume = {abs/1911.02685},
year = {2019},
url = {http://arxiv.org/abs/1911.02685},
eprinttype = {arXiv},
eprint = {1911.02685},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08967,
author = {Fuzhen Zhuang and
Keyu Duan and
Tongjia Guo and
Yongchun Zhu and
Dongbo Xi and
Zhiyuan Qi and
Qing He},
title = {Transfer Learning Toolkit: Primers and Benchmarks},
journal = {CoRR},
volume = {abs/1911.08967},
year = {2019},
url = {http://arxiv.org/abs/1911.08967},
eprinttype = {arXiv},
eprint = {1911.08967},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/XiaoJLZS18,
author = {Ding Xiao and
Yugang Ji and
Yitong Li and
Fuzhen Zhuang and
Chuan Shi},
title = {Coupled matrix factorization and topic modeling for aspect mining},
journal = {Inf. Process. Manag.},
volume = {54},
number = {6},
pages = {861--873},
year = {2018},
url = {https://doi.org/10.1016/j.ipm.2018.05.002},
doi = {10.1016/J.IPM.2018.05.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/XiaoJLZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/AoLLZH18,
author = {Xiang Ao and
Ping Luo and
Chengkai Li and
Fuzhen Zhuang and
Qing He},
title = {Discovering and learning sensational episodes of news events},
journal = {Inf. Syst.},
volume = {78},
pages = {68--80},
year = {2018},
url = {https://doi.org/10.1016/j.is.2018.05.003},
doi = {10.1016/J.IS.2018.05.003},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/AoLLZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GengLZZHX18,
author = {Yangli{-}ao Geng and
Qingyong Li and
Rong Zheng and
Fuzhen Zhuang and
Ruisi He and
Naixue Xiong},
title = {{RECOME:} {A} new density-based clustering algorithm using relative
{KNN} kernel density},
journal = {Inf. Sci.},
volume = {436-437},
pages = {13--30},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.01.013},
doi = {10.1016/J.INS.2018.01.013},
timestamp = {Sat, 18 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GengLZZHX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/LiLYZHS18,
author = {Ning Li and
Wenjuan Luo and
Kun Yang and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
title = {Self-organizing weighted incremental probabilistic latent semantic
analysis},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {9},
number = {12},
pages = {1987--1998},
year = {2018},
url = {https://doi.org/10.1007/s13042-017-0681-9},
doi = {10.1007/S13042-017-0681-9},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/LiLYZHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhuangZCZSH18,
author = {Fuzhen Zhuang and
Jing Zheng and
Jingwu Chen and
Xiangliang Zhang and
Chuan Shi and
Qing He},
title = {Transfer collaborative filtering from multiple sources via consensus
regularization},
journal = {Neural Networks},
volume = {108},
pages = {287--295},
year = {2018},
url = {https://doi.org/10.1016/j.neunet.2018.08.022},
doi = {10.1016/J.NEUNET.2018.08.022},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhuangZCZSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhuangLJZQH18,
author = {Fuzhen Zhuang and
Xuebing Li and
Xin Jin and
Dapeng Zhang and
Lirong Qiu and
Qing He},
title = {Semantic Feature Learning for Heterogeneous Multitask Classification
via Non-Negative Matrix Factorization},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {8},
pages = {2284--2293},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2732818},
doi = {10.1109/TCYB.2017.2732818},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ZhuangLJZQH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ZhuangCLPH18,
author = {Fuzhen Zhuang and
Xiaohu Cheng and
Ping Luo and
Sinno Jialin Pan and
Qing He},
title = {Supervised Representation Learning with Double Encoding-Layer Autoencoder
for Transfer Learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {2},
pages = {16:1--16:17},
year = {2018},
url = {https://doi.org/10.1145/3108257},
doi = {10.1145/3108257},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ZhuangCLPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AoLWZH18,
author = {Xiang Ao and
Ping Luo and
Jin Wang and
Fuzhen Zhuang and
Qing He},
title = {Mining Precise-Positioning Episode Rules from Event Sequences},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {3},
pages = {530--543},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2773493},
doi = {10.1109/TKDE.2017.2773493},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AoLWZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/YangHZZY18,
author = {Xi Yang and
Yuwei Huang and
Fuzhen Zhuang and
Lishan Zhang and
Shengquan Yu},
editor = {Carolyn Penstein Ros{\'{e}} and
Roberto Mart{\'{\i}}nez Maldonado and
Heinz Ulrich Hoppe and
Rose Luckin and
Manolis Mavrikis and
Kaska Porayska{-}Pomsta and
Bruce M. McLaren and
Benedict du Boulay},
title = {Automatic Chinese Short Answer Grading with Deep Autoencoder},
booktitle = {Artificial Intelligence in Education - 19th International Conference,
{AIED} 2018, London, UK, June 27-30, 2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10948},
pages = {399--404},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93846-2\_75},
doi = {10.1007/978-3-319-93846-2\_75},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/YangHZZY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangZNWH18,
author = {Zhao Zhang and
Fuzhen Zhuang and
Zheng{-}Yu Niu and
Deqing Wang and
Qing He},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {MultiE: Multi-Task Embedding for Knowledge Base Completion},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1715--1718},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269295},
doi = {10.1145/3269206.3269295},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangZNWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangZQLH18,
author = {Zhao Zhang and
Fuzhen Zhuang and
Meng Qu and
Fen Lin and
Qing He},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Knowledge Graph Embedding with Hierarchical Relation Structure},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3198--3207},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1358},
doi = {10.18653/V1/D18-1358},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangZQLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JingLWZN18,
author = {Baoyu Jing and
Chenwei Lu and
Deqing Wang and
Fuzhen Zhuang and
Cheng Niu},
title = {Cross-Domain Labeled {LDA} for Cross-Domain Text Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {187--196},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00034},
doi = {10.1109/ICDM.2018.00034},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdm/JingLWZN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeLZLNH18,
author = {Jia He and
Rui Liu and
Fuzhen Zhuang and
Fen Lin and
Cheng Niu and
Qing He},
title = {A General Cross-Domain Recommendation Framework via Bayesian Neural
Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1001--1006},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00125},
doi = {10.1109/ICDM.2018.00125},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/HeLZLNH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuYHWZX18,
author = {Yuanbo Xu and
Yongjian Yang and
Jiayu Han and
En Wang and
Fuzhen Zhuang and
Hui Xiong},
title = {Exploiting the Sentimental Bias between Ratings and Reviews for Enhancing
Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1356--1361},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00185},
doi = {10.1109/ICDM.2018.00185},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuYHWZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yi0ZZX18,
author = {Fei Yi and
Zhiwen Yu and
Fuzhen Zhuang and
Xiao Zhang and
Hui Xiong},
title = {An Integrated Model for Crime Prediction Using Temporal and Spatial
Factors},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1386--1391},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00190},
doi = {10.1109/ICDM.2018.00190},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Yi0ZZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangLNZXL18,
author = {Xiao Zhang and
Wenzhong Li and
Vu Nguyen and
Fuzhen Zhuang and
Hui Xiong and
Sanglu Lu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for
Multi-Task Multi-Label Learning},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3125--3131},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/434},
doi = {10.24963/IJCAI.2018/434},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangLNZXL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YingZZLXXX018,
author = {Haochao Ying and
Fuzhen Zhuang and
Fuzheng Zhang and
Yanchi Liu and
Guandong Xu and
Xing Xie and
Hui Xiong and
Jian Wu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Sequential Recommender System based on Hierarchical Attention Networks},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3926--3932},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/546},
doi = {10.24963/IJCAI.2018/546},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YingZZLXXX018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunZZGH18,
author = {Ying Sun and
Hengshu Zhu and
Fuzhen Zhuang and
Jingjing Gu and
Qing He},
editor = {Yike Guo and
Faisal Farooq},
title = {Exploring the Urban Region-of-Interest through the Analysis of Online
Map Search Queries},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2269--2278},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220009},
doi = {10.1145/3219819.3220009},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunZZGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangYZZY18,
author = {Yuwei Huang and
Xi Yang and
Fuzhen Zhuang and
Lishan Zhang and
Shengquan Yu},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Automatic Chinese Reading Comprehension Grading by {LSTM} with Knowledge
Adaptation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {118--129},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_10},
doi = {10.1007/978-3-319-93034-3\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HuangYZZY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChenZHAXH18,
author = {Jingwu Chen and
Fuzhen Zhuang and
Xin Hong and
Xiang Ao and
Xing Xie and
Qing He},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Attention-driven Factor Model for Explainable Personalized Recommendation},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {909--912},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210083},
doi = {10.1145/3209978.3210083},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ChenZHAXH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04162,
author = {Feiyang Pan and
Qingpeng Cai and
Pingzhong Tang and
Fuzhen Zhuang and
Qing He},
title = {Policy Gradients for Contextual Bandits},
journal = {CoRR},
volume = {abs/1802.04162},
year = {2018},
url = {http://arxiv.org/abs/1802.04162},
eprinttype = {arXiv},
eprint = {1802.04162},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01542,
author = {Fuzhen Zhuang and
Yingmin Zhou and
Fuzheng Zhang and
Xiang Ao and
Xing Xie and
Qing He},
title = {Cross-domain novelty seeking trait mining for sequential recommendation},
journal = {CoRR},
volume = {abs/1803.01542},
year = {2018},
url = {http://arxiv.org/abs/1803.01542},
eprinttype = {arXiv},
eprint = {1803.01542},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06626,
author = {Juanying Xie and
Qi Hou and
Yinghuan Shi and
Lv Peng and
Liping Jing and
Fuzhen Zhuang and
Junping Zhang and
Xiaoyang Tang and
Shengquan Xu},
title = {The Automatic Identification of Butterfly Species},
journal = {CoRR},
volume = {abs/1803.06626},
year = {2018},
url = {http://arxiv.org/abs/1803.06626},
eprinttype = {arXiv},
eprint = {1803.06626},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05820,
author = {Baoyu Jing and
Chenwei Lu and
Deqing Wang and
Fuzhen Zhuang and
Cheng Niu},
title = {Cross-Domain Labeled {LDA} for Cross-Domain Text Classification},
journal = {CoRR},
volume = {abs/1809.05820},
year = {2018},
url = {http://arxiv.org/abs/1809.05820},
eprinttype = {arXiv},
eprint = {1809.05820},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/ZhengLSZLW17,
author = {Jing Zheng and
Jian Liu and
Chuan Shi and
Fuzhen Zhuang and
Jingzhi Li and
Bin Wu},
title = {Recommendation in heterogeneous information network via dual similarity
regularization},
journal = {Int. J. Data Sci. Anal.},
volume = {3},
number = {1},
pages = {35--48},
year = {2017},
url = {https://doi.org/10.1007/s41060-016-0031-0},
doi = {10.1007/S41060-016-0031-0},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/ZhengLSZLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhuangZQSXH17,
author = {Fuzhen Zhuang and
Zhiqiang Zhang and
Mingda Qian and
Chuan Shi and
Xing Xie and
Qing He},
title = {Representation learning via Dual-Autoencoder for recommendation},
journal = {Neural Networks},
volume = {90},
pages = {83--89},
year = {2017},
url = {https://doi.org/10.1016/j.neunet.2017.03.009},
doi = {10.1016/J.NEUNET.2017.03.009},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhuangZQSXH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhengZS17,
author = {Jing Zheng and
Fuzhen Zhuang and
Chuan Shi},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Local Ensemble across Multiple Sources for Collaborative Filtering},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2431--2434},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133099},
doi = {10.1145/3132847.3133099},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhengZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AoLWZH17,
author = {Xiang Ao and
Ping Luo and
Jin Wang and
Fuzhen Zhuang and
Qing He},
title = {Mining Precise-Positioning Episode Rules from Event Sequences},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {83--86},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.45},
doi = {10.1109/ICDE.2017.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AoLWZH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeDDZHL17,
author = {Jia He and
Changying Du and
Changde Du and
Fuzhen Zhuang and
Qing He and
Guoping Long},
editor = {Carles Sierra},
title = {Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1830--1836},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/254},
doi = {10.24963/IJCAI.2017/254},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HeDDZHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/ZhuangHHMH17,
author = {Fuzhen Zhuang and
Lang Huang and
Jia He and
Jixin Ma and
Qing He},
editor = {Gang Li and
Yong Ge and
Zili Zhang and
Zhi Jin and
Michael Blumenstein},
title = {Transfer Learning with Manifold Regularized Convolutional Neural Network},
booktitle = {Knowledge Science, Engineering and Management - 10th International
Conference, {KSEM} 2017, Melbourne, VIC, Australia, August 19-20,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10412},
pages = {483--494},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63558-3\_41},
doi = {10.1007/978-3-319-63558-3\_41},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ksem/ZhuangHHMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhuangLYXH17,
author = {Fuzhen Zhuang and
Dan Luo and
Nicholas Jing Yuan and
Xing Xie and
Qing He},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Representation Learning with Pair-wise Constraints for Collaborative
Ranking},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {567--575},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018720},
doi = {10.1145/3018661.3018720},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhuangLYXH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhuangZZAXH17,
author = {Fuzhen Zhuang and
Yingmin Zhou and
Fuzheng Zhang and
Xiang Ao and
Xing Xie and
Qing He},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining
for Recommendation},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {881--882},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054229},
doi = {10.1145/3041021.3054229},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhuangZZAXH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/WangZJAH16,
author = {Haocheng Wang and
Fuzhen Zhuang and
Xin Jin and
Xiang Ao and
Qing He},
title = {Bag of little bootstraps on features for enhancing classification
performance},
journal = {Intell. Data Anal.},
volume = {20},
number = {5},
pages = {1085--1099},
year = {2016},
url = {https://doi.org/10.3233/IDA-160857},
doi = {10.3233/IDA-160857},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/WangZJAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ShiLZYW16,
author = {Chuan Shi and
Jian Liu and
Fuzhen Zhuang and
Philip S. Yu and
Bin Wu},
title = {Integrating heterogeneous information via flexible regularization
framework for recommendation},
journal = {Knowl. Inf. Syst.},
volume = {49},
number = {3},
pages = {835--859},
year = {2016},
url = {https://doi.org/10.1007/s10115-016-0925-0},
doi = {10.1007/S10115-016-0925-0},
timestamp = {Thu, 22 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ShiLZYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShiHZZYG16,
author = {Chuan Shi and
Bowei He and
Menghao Zhang and
Fuzhen Zhuang and
Philip S. Yu and
Naiwang Guo},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Expenditure aware rating prediction for recommendation},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1018--1025},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840702},
doi = {10.1109/BIGDATA.2016.7840702},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShiHZZYG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhuangLPXH16,
author = {Fuzhen Zhuang and
Ping Luo and
Sinno Jialin Pan and
Hui Xiong and
Qing He},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Ensemble of Anchor Adapters for Transfer Learning},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2335--2340},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983690},
doi = {10.1145/2983323.2983690},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhuangLPXH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeDZYHL16,
author = {Jia He and
Changying Du and
Fuzhen Zhuang and
Xin Yin and
Qing He and
Guoping Long},
editor = {Subbarao Kambhampati},
title = {Online Bayesian Max-Margin Subspace Multi-View Learning},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1555--1561},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/223},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HeDZYHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MaJLZ16,
author = {Huifang Ma and
Meihuizi Jia and
Xianghong Lin and
Fuzhen Zhuang},
title = {Tag correlation and user social relation based microblog recommendation},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2424--2430},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727500},
doi = {10.1109/IJCNN.2016.7727500},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MaJLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhengLSZLW16,
author = {Jing Zheng and
Jian Liu and
Chuan Shi and
Fuzhen Zhuang and
Jingzhi Li and
Bin Wu},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Dual Similarity Regularization for Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9652},
pages = {542--554},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31750-2\_43},
doi = {10.1007/978-3-319-31750-2\_43},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhengLSZLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuZHHL16,
author = {Changying Du and
Fuzhen Zhuang and
Jia He and
Qing He and
Guoping Long},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Learning Beyond Predefined Label Space via Bayesian Nonparametric
Topic Modelling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {148--164},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_10},
doi = {10.1007/978-3-319-46128-1\_10},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuZHHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiSZZW16,
author = {Yitong Li and
Chuan Shi and
Huidong Zhao and
Fuzhen Zhuang and
Bin Wu},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Aspect Mining with Rating Bias},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {458--474},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_29},
doi = {10.1007/978-3-319-46227-1\_29},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiSZZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShiHZZY16,
author = {Chuan Shi and
Bowei He and
Menghao Zhang and
Fuzhen Zhuang and
Philip S. Yu},
title = {Expenditure Aware Rating Prediction for Recommendation},
journal = {CoRR},
volume = {abs/1610.05464},
year = {2016},
url = {http://arxiv.org/abs/1610.05464},
eprinttype = {arXiv},
eprint = {1610.05464},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShiHZZY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GengLZZH16,
author = {Yangli{-}ao Geng and
Qingyong Li and
Rong Zheng and
Fuzhen Zhuang and
Ruisi He},
title = {{RECOME:} a New Density-Based Clustering Algorithm Using Relative
{KNN} Kernel Density},
journal = {CoRR},
volume = {abs/1611.00484},
year = {2016},
url = {http://arxiv.org/abs/1611.00484},
eprinttype = {arXiv},
eprint = {1611.00484},
timestamp = {Sat, 18 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GengLZZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HeWZSS15,
author = {Qing He and
Haocheng Wang and
Fuzhen Zhuang and
Tianfeng Shang and
Zhongzhi Shi},
title = {Parallel sampling from big data with uncertainty distribution},
journal = {Fuzzy Sets Syst.},
volume = {258},
pages = {117--133},
year = {2015},
url = {https://doi.org/10.1016/j.fss.2014.01.016},
doi = {10.1016/J.FSS.2014.01.016},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/HeWZSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuZHS15,
author = {Wenchao Yu and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
title = {Learning deep representations via extreme learning machines},
journal = {Neurocomputing},
volume = {149},
pages = {308--315},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.03.077},
doi = {10.1016/J.NEUCOM.2014.03.077},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YuZHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangZJHT15,
author = {Shuhui Wang and
Fuzhen Zhuang and
Shuqiang Jiang and
Qingming Huang and
Qi Tian},
title = {Cluster-sensitive Structured Correlation Analysis for Web cross-modal
retrieval},
journal = {Neurocomputing},
volume = {168},
pages = {747--760},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.05.049},
doi = {10.1016/J.NEUCOM.2015.05.049},
timestamp = {Thu, 21 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangZJHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/LuoZZHS15,
author = {Wenjuan Luo and
Fuzhen Zhuang and
Weizhong Zhao and
Qing He and
Zhongzhi Shi},
title = {{QPLSA:} Utilizing quad-tuples for aspect identification and rating},
journal = {Inf. Process. Manag.},
volume = {51},
number = {1},
pages = {25--41},
year = {2015},
url = {https://doi.org/10.1016/j.ipm.2014.08.004},
doi = {10.1016/J.IPM.2014.08.004},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/LuoZZHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DuZZQHS15,
author = {Changying Du and
Shandian Zhe and
Fuzhen Zhuang and
Yuan Qi and
Qing He and
Zhongzhi Shi},
editor = {Blai Bonet and
Sven Koenig},
title = {Bayesian Maximum Margin Principal Component Analysis},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2582--2588},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9583},
doi = {10.1609/AAAI.V29I1.9583},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DuZZQHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JinLZHH15,
author = {Xin Jin and
Ping Luo and
Fuzhen Zhuang and
Jia He and
Qing He},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Collaborating between Local and Global Learning for Distributed Online
Multiple Tasks},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {113--122},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806553},
doi = {10.1145/2806416.2806553},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JinLZHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JinZPDLH15,
author = {Xin Jin and
Fuzhen Zhuang and
Sinno Jialin Pan and
Changying Du and
Ping Luo and
Qing He},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Heterogeneous Multi-task Semantic Feature Learning for Classification},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1847--1850},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806644},
doi = {10.1145/2806416.2806644},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JinZPDLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AoLLZH15,
author = {Xiang Ao and
Ping Luo and
Chengkai Li and
Fuzhen Zhuang and
Qing He},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Online Frequent Episode Mining},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {891--902},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113342},
doi = {10.1109/ICDE.2015.7113342},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AoLLZH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuangLJXLH15,
author = {Fuzhen Zhuang and
Dan Luo and
Xin Jin and
Hui Xiong and
Ping Luo and
Qing He},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Representation Learning via Semi-Supervised Autoencoder for Multi-task
Learning},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1141--1146},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.22},
doi = {10.1109/ICDM.2015.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuangLJXLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuangCLPH15,
author = {Fuzhen Zhuang and
Xiaohu Cheng and
Ping Luo and
Sinno Jialin Pan and
Qing He},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Supervised Representation Learning: Transfer Learning with Deep Autoencoders},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {4119--4125},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/578},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuangCLPH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FengZH15,
author = {Tianshu Feng and
Fuzhen Zhuang and
Qing He},
title = {Improving {ESVM} with Generalized Cross-Validation},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280322},
doi = {10.1109/IJCNN.2015.7280322},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FengZH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuLHFZ15,
author = {Xinyu Wu and
Ping Luo and
Qing He and
Tianshu Feng and
Fuzhen Zhuang},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Festival, Date and Limit Line: Predicting Vehicle Accident Rate in
Beijing},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {945--953},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.106},
doi = {10.1137/1.9781611974010.106},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WuLHFZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShiLZYW15,
author = {Chuan Shi and
Jian Liu and
Fuzhen Zhuang and
Philip S. Yu and
Bin Wu},
title = {Integrating Heterogeneous Information via Flexible Regularization
Framework for Recommendation},
journal = {CoRR},
volume = {abs/1511.03759},
year = {2015},
url = {http://arxiv.org/abs/1511.03759},
eprinttype = {arXiv},
eprint = {1511.03759},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShiLZYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeJDZS14,
author = {Qing He and
Xin Jin and
Changying Du and
Fuzhen Zhuang and
Zhongzhi Shi},
title = {Clustering in extreme learning machine feature space},
journal = {Neurocomputing},
volume = {128},
pages = {88--95},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2012.12.063},
doi = {10.1016/J.NEUCOM.2012.12.063},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HeJDZS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AoLMZHSS14,
author = {Xiang Ao and
Ping Luo and
Xudong Ma and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi and
Zhiyong Shen},
title = {Combining supervised and unsupervised models via unconstrained probabilistic
embedding},
journal = {Inf. Sci.},
volume = {257},
pages = {101--114},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.08.048},
doi = {10.1016/J.INS.2013.08.048},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/AoLMZHSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhuangLDHSX14,
author = {Fuzhen Zhuang and
Ping Luo and
Changying Du and
Qing He and
Zhongzhi Shi and
Hui Xiong},
title = {Triplex Transfer Learning: Exploiting Both Shared and Distinct Concepts
for Text Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {7},
pages = {1191--1203},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2281451},
doi = {10.1109/TCYB.2013.2281451},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ZhuangLDHSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JinZXDLH14,
author = {Xin Jin and
Fuzhen Zhuang and
Hui Xiong and
Changying Du and
Ping Luo and
Qing He},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Multi-task Multi-view Learning for Heterogeneous Tasks},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {441--450},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662054},
doi = {10.1145/2661829.2662054},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JinZXDLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DuHZQH14,
author = {Changying Du and
Jia He and
Fuzhen Zhuang and
Yuan Qi and
Qing He},
editor = {Torsten Schaub and
Gerhard Friedrich and
Barry O'Sullivan},
title = {Nonparametric Bayesian Multi-Task Large-margin Classification},
booktitle = {{ECAI} 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems {(PAIS} 2014)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {263},
pages = {255--260},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-419-0-255},
doi = {10.3233/978-1-61499-419-0-255},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/DuHZQH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/HeCZS14,
author = {Qing He and
Xiaohu Cheng and
Fuzhen Zhuang and
Zhongzhi Shi},
title = {Parallel feature selection using positive approximation based on MapReduce},
booktitle = {11th International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2014, Xiamen, China, August 19-21, 2014},
pages = {397--402},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FSKD.2014.6980867},
doi = {10.1109/FSKD.2014.6980867},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fskd/HeCZS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuoZCHS14,
author = {Wenjuan Luo and
Fuzhen Zhuang and
Xiaohu Cheng and
Qing He and
Zhongzhi Shi},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Ratable Aspects over Sentiments: Predicting Ratings for Unrated Reviews},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {380--389},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.14},
doi = {10.1109/ICDM.2014.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuoZCHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HanZHS14,
author = {Shuo Han and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Balanced Seed Selection for Budgeted Influence Maximization in Social
Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {65--77},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_6},
doi = {10.1007/978-3-319-06608-0\_6},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HanZHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuangCPYHS14,
author = {Fuzhen Zhuang and
Xiaohu Cheng and
Sinno Jialin Pan and
Wenchao Yu and
Qing He and
Zhongzhi Shi},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Transfer Learning with Multiple Sources via Consensus Regularized
Autoencoders},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {417--431},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_27},
doi = {10.1007/978-3-662-44845-8\_27},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuangCPYHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/snpd/WangZAHS14,
author = {Haocheng Wang and
Fuzhen Zhuang and
Xiang Ao and
Qing He and
Zhongzhi Shi},
title = {Scalable bootstrap clustering for massive data},
booktitle = {15th {IEEE/ACIS} International Conference on Software Engineering,
Artificial Intelligence, Networking and Parallel/Distributed Computing,
{SNPD} 2014, Las Vegas, NV, USA, June 30 - July 2, 2014},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/SNPD.2014.6888693},
doi = {10.1109/SNPD.2014.6888693},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/snpd/WangZAHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AoLLZHS14,
author = {Xiang Ao and
Ping Luo and
Chengkai Li and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Discovering and learning sensational episodes of news events},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {217--218},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577290},
doi = {10.1145/2567948.2577290},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/AoLLZHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/JinLTZ13,
author = {Xin Jin and
Yongquan Liang and
Dongping Tian and
Fuzhen Zhuang},
title = {Particle swarm optimization using dimension selection methods},
journal = {Appl. Math. Comput.},
volume = {219},
number = {10},
pages = {5185--5197},
year = {2013},
url = {https://doi.org/10.1016/j.amc.2012.11.020},
doi = {10.1016/J.AMC.2012.11.020},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/JinLTZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeSZS13,
author = {Qing He and
Tianfeng Shang and
Fuzhen Zhuang and
Zhongzhi Shi},
title = {Parallel extreme learning machine for regression based on MapReduce},
journal = {Neurocomputing},
volume = {102},
pages = {52--58},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.01.040},
doi = {10.1016/J.NEUCOM.2012.01.040},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HeSZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LuoZHS13,
author = {Wenjuan Luo and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
title = {Exploiting relevance, coverage, and novelty for query-focused multi-document
summarization},
journal = {Knowl. Based Syst.},
volume = {46},
pages = {33--42},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2013.02.015},
doi = {10.1016/J.KNOSYS.2013.02.015},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LuoZHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ShangHZS13,
author = {Tianfeng Shang and
Qing He and
Fuzhen Zhuang and
Zhongzhi Shi},
editor = {Yoshiharu Ishikawa and
Jianzhong Li and
Wei Wang and
Rui Zhang and
Wenjie Zhang},
title = {A New Similarity Measure Based on Preference Sequences for Collaborative
Filtering},
booktitle = {Web Technologies and Applications - 15th Asia-Pacific Web Conference,
APWeb 2013, Sydney, Australia, April 4-6, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7808},
pages = {384--391},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37401-2\_39},
doi = {10.1007/978-3-642-37401-2\_39},
timestamp = {Mon, 28 Aug 2023 21:17:33 +0200},
biburl = {https://dblp.org/rec/conf/apweb/ShangHZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuangLYHS13,
author = {Fuzhen Zhuang and
Ping Luo and
Peifeng Yin and
Qing He and
Zhongzhi Shi},
editor = {Francesca Rossi},
title = {Concept Learning for Cross-Domain Text Classification: {A} General
Probabilistic Framework},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1960--1967},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6648},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuangLYHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShangHZS13,
author = {Tianfeng Shang and
Qing He and
Fuzhen Zhuang and
Zhongzhi Shi},
title = {Extreme Learning Machine combining matrix factorization for collaborative
filtering},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707107},
doi = {10.1109/IJCNN.2013.6707107},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ShangHZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuZLZHS13,
author = {Wenchao Yu and
Guangxiang Zeng and
Ping Luo and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Embedding with Autoencoder Regularization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {208--223},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_14},
doi = {10.1007/978-3-642-40994-3\_14},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YuZLZHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JinZWHS13,
author = {Xin Jin and
Fuzhen Zhuang and
Shuhui Wang and
Qing He and
Zhongzhi Shi},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Shared Structure Learning for Multiple Tasks with Multiple Views},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {353--368},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_23},
doi = {10.1007/978-3-642-40991-2\_23},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JinZWHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhuangLDHS13,
author = {Fuzhen Zhuang and
Ping Luo and
Changying Du and
Qing He and
Zhongzhi Shi},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Triplex transfer learning: exploiting both shared and distinct concepts
for text classification},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {425--434},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433449},
doi = {10.1145/2433396.2433449},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ZhuangLDHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhuangKNHS12,
author = {Fuzhen Zhuang and
George Karypis and
Xia Ning and
Qing He and
Zhongzhi Shi},
title = {Multi-view learning via probabilistic latent semantic analysis},
journal = {Inf. Sci.},
volume = {199},
pages = {20--30},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2012.02.058},
doi = {10.1016/J.INS.2012.02.058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhuangKNHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuangLSHXSX12,
author = {Fuzhen Zhuang and
Ping Luo and
Zhiyong Shen and
Qing He and
Yuhong Xiong and
Zhongzhi Shi and
Hui Xiong},
title = {Mining Distinction and Commonality across Multiple Domains Using Generative
Model for Text Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {11},
pages = {2025--2039},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.143},
doi = {10.1109/TKDE.2011.143},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuangLSHXSX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuangLSHXSX12a,
author = {Fuzhen Zhuang and
Ping Luo and
Zhiyong Shen and
Qing He and
Yuhong Xiong and
Zhongzhi Shi and
Hui Xiong},
title = {Erratum to "Mining Distinction and Commonality across Multiple
Domains Using Generative Model for Text Classification"},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {12},
pages = {2301},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2012.209},
doi = {10.1109/TKDE.2012.209},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuangLSHXSX12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/AoZHS12,
author = {Xiang Ao and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
title = {{TINAC:} {A} fast and effective web video topic detection framework},
booktitle = {9th International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2012, 29-31 May 2012, Chongqing, China},
pages = {1252--1256},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/FSKD.2012.6234290},
doi = {10.1109/FSKD.2012.6234290},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fskd/AoZHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuZHS12,
author = {Changying Du and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Multi-task Semi-supervised Semantic Feature Learning for Classification},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {191--200},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.15},
doi = {10.1109/ICDM.2012.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuZHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HeDZSS12,
author = {Qing He and
Zhi Dong and
Fuzhen Zhuang and
Tianfeng Shang and
Zhongzhi Shi},
title = {Fast Time Series Classification Based on Infrequent Shapelets},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {215--219},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.44},
doi = {10.1109/ICMLA.2012.44},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HeDZSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ZhuangHS12,
author = {Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Zhongzhi Shi and
David B. Leake and
Sunil Vadera},
title = {Effectively Constructing Reliable Data for Cross-Domain Text Classification},
booktitle = {Intelligent Information Processing {VI} - 7th {IFIP} {TC} 12 International
Conference, {IIP} 2012, Guilin, China, October 12-15, 2012. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {385},
pages = {16--27},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32891-6\_6},
doi = {10.1007/978-3-642-32891-6\_6},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/ZhuangHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ShiZZ12,
author = {Zhongzhi Shi and
Bo Zhang and
Fuzhen Zhuang},
editor = {Zhongzhi Shi and
David B. Leake and
Sunil Vadera},
title = {Improving Transfer Learning by Introspective Reasoner},
booktitle = {Intelligent Information Processing {VI} - 7th {IFIP} {TC} 12 International
Conference, {IIP} 2012, Guilin, China, October 12-15, 2012. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {385},
pages = {28--39},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32891-6\_7},
doi = {10.1007/978-3-642-32891-6\_7},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/ShiZZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/LiZHS12,
author = {Ning Li and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Zhongzhi Shi and
David B. Leake and
Sunil Vadera},
title = {{PPLSA:} Parallel Probabilistic Latent Semantic Analysis Based on
MapReduce},
booktitle = {Intelligent Information Processing {VI} - 7th {IFIP} {TC} 12 International
Conference, {IIP} 2012, Guilin, China, October 12-15, 2012. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {385},
pages = {40--49},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32891-6\_8},
doi = {10.1007/978-3-642-32891-6\_8},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/LiZHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/HeDZSS12,
author = {Qing He and
Zhi Dong and
Fuzhen Zhuang and
Tianfeng Shang and
Zhongzhi Shi},
editor = {Jun Wang and
Gary G. Yen and
Marios M. Polycarpou},
title = {Parallel Decision Tree with Application to Water Quality Data Analysis},
booktitle = {Advances in Neural Networks - {ISNN} 2012 - 9th International Symposium
on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7368},
pages = {628--637},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31362-2\_69},
doi = {10.1007/978-3-642-31362-2\_69},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/HeDZSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LuoZHS12,
author = {Wenjuan Luo and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Quad-tuple {PLSA:} Incorporating Entity and Its Rating in Aspect Identification},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {392--404},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_33},
doi = {10.1007/978-3-642-30217-6\_33},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LuoZHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeDWZS11,
author = {Qing He and
Changying Du and
Qun Wang and
Fuzhen Zhuang and
Zhongzhi Shi},
title = {A parallel incremental extreme {SVM} classifier},
journal = {Neurocomputing},
volume = {74},
number = {16},
pages = {2532--2540},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.11.036},
doi = {10.1016/J.NEUCOM.2010.11.036},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HeDWZS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuangLXHXS11,
author = {Fuzhen Zhuang and
Ping Luo and
Hui Xiong and
Qing He and
Yuhong Xiong and
Zhongzhi Shi},
title = {Exploiting associations between word clusters and document classes
for cross-domain text categorization},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {100--114},
year = {2011},
url = {https://doi.org/10.1002/sam.10099},
doi = {10.1002/SAM.10099},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuangLXHXS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudcom/HeMWZS11,
author = {Qing He and
Yunlong Ma and
Qun Wang and
Fuzhen Zhuang and
Zhongzhi Shi},
editor = {Costas Lambrinoudakis and
Panagiotis Rizomiliotis and
Tomasz Wiktor Wlodarczyk},
title = {Parallel Outlier Detection Using KD-Tree Based on MapReduce},
booktitle = {{IEEE} 3rd International Conference on Cloud Computing Technology
and Science, CloudCom 2011, Athens, Greece, November 29 - December
1, 2011},
pages = {75--80},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CloudCom.2011.20},
doi = {10.1109/CLOUDCOM.2011.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloudcom/HeMWZS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MaLZHSS11,
author = {Xudong Ma and
Ping Luo and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi and
Zhiyong Shen},
editor = {Toby Walsh},
title = {Combining Supervised and Unsupervised Models via Unconstrained Probabilistic
Embedding},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1396--1401},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-236},
doi = {10.5591/978-1-57735-516-8/IJCAI11-236},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MaLZHSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuangLXXHS10,
author = {Fuzhen Zhuang and
Ping Luo and
Hui Xiong and
Yuhong Xiong and
Qing He and
Zhongzhi Shi},
title = {Cross-Domain Learning from Multiple Sources: {A} Consensus Regularization
Perspective},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {12},
pages = {1664--1678},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2009.205},
doi = {10.1109/TKDE.2009.205},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuangLXXHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/LuoZHS10,
author = {Wenjuan Luo and
Fuzhen Zhuang and
Qing He and
Zhongzhi Shi},
editor = {Pu{-}Jen Cheng and
Min{-}Yen Kan and
Wai Lam and
Preslav Nakov},
title = {Effectively Leveraging Entropy and Relevance for Summarization},
booktitle = {Information Retrieval Technology - 6th Asia Information Retrieval
Societies Conference, {AIRS} 2010, Taipei, Taiwan, December 1-3, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6458},
pages = {241--250},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17187-1\_23},
doi = {10.1007/978-3-642-17187-1\_23},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/airs/LuoZHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhuangLSHXSX10,
author = {Fuzhen Zhuang and
Ping Luo and
Zhiyong Shen and
Qing He and
Yuhong Xiong and
Zhongzhi Shi and
Hui Xiong},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Collaborative Dual-PLSA: mining distinction and commonality across
multiple domains for text classification},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {359--368},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871486},
doi = {10.1145/1871437.1871486},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhuangLSHXSX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/LiZH10,
author = {Tingting Li and
Fuzhen Zhuang and
Qing He},
editor = {Maozhen Li and
Qilian Liang and
Lipo Wang and
Yibin Song},
title = {A noise handling method for hyper surface classification},
booktitle = {Seventh International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2010, 10-12 August 2010, Yantai, Shandong, China},
pages = {1484--1488},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FSKD.2010.5569214},
doi = {10.1109/FSKD.2010.5569214},
timestamp = {Sat, 25 Jun 2022 17:37:25 +0200},
biburl = {https://dblp.org/rec/conf/fskd/LiZH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuangLSHXS10,
author = {Fuzhen Zhuang and
Ping Luo and
Zhiyong Shen and
Qing He and
Yuhong Xiong and
Zhongzhi Shi},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{D-LDA:} {A} Topic Modeling Approach without Constraint Generation
for Semi-defined Classification},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {709--718},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.13},
doi = {10.1109/ICDM.2010.13},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuangLSHXS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/HeLZS10,
author = {Qing He and
Wenjuan Luo and
Fuzhen Zhuang and
Zhongzhi Shi},
editor = {Liqing Zhang and
Bao{-}Liang Lu and
James Tin{-}Yau Kwok},
title = {Local Bayesian Based Rejection Method for {HSC} Ensemble},
booktitle = {Advances in Neural Networks - {ISNN} 2010, 7th International Symposium
on Neural Networks, {ISNN} 2010, Shanghai, China, June 6-9, 2010,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6063},
pages = {404--412},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13278-0\_52},
doi = {10.1007/978-3-642-13278-0\_52},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/HeLZS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rskt/HeZLS10,
author = {Qing He and
Fuzhen Zhuang and
Jincheng Li and
Zhongzhi Shi},
editor = {Jian Yu and
Salvatore Greco and
Pawan Lingras and
Guoyin Wang and
Andrzej Skowron},
title = {Parallel Implementation of Classification Algorithms Based on MapReduce},
booktitle = {Rough Set and Knowledge Technology - 5th International Conference,
{RSKT} 2010, Beijing, China, October 15-17, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6401},
pages = {655--662},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16248-0\_89},
doi = {10.1007/978-3-642-16248-0\_89},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rskt/HeZLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangLXHXS10,
author = {Fuzhen Zhuang and
Ping Luo and
Hui Xiong and
Qing He and
Yuhong Xiong and
Zhongzhi Shi},
title = {Exploiting Associations between Word Clusters and Document Classes
for Cross-Domain Text Categorization},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {13--24},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.2},
doi = {10.1137/1.9781611972801.2},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangLXHXS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LuoZHXH08,
author = {Ping Luo and
Fuzhen Zhuang and
Hui Xiong and
Yuhong Xiong and
Qing He},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Transfer learning from multiple source domains via consensus regularization},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {103--112},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458099},
doi = {10.1145/1458082.1458099},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LuoZHXH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/HeZS08,
author = {Qing He and
Fuzhen Zhuang and
Zhongzhi Shi},
editor = {Maozu Guo and
Liang Zhao and
Lipo Wang},
title = {The Data Selection Criteria for {HSC} and {SVM} Algorithms},
booktitle = {Fourth International Conference on Natural Computation, {ICNC} 2008,
Jinan, Shandong, China, 18-20 October 2008, Volume 3},
pages = {384--388},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICNC.2008.334},
doi = {10.1109/ICNC.2008.334},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnc/HeZS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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