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ORCIDBibTeX records: Ruiming Tang
@article{DBLP:journals/csur/LiGTTHLZ24,
author = {Shiwei Li and
Huifeng Guo and
Xing Tang and
Ruiming Tang and
Lu Hou and
Ruixuan Li and
Rui Zhang},
title = {Embedding Compression in Recommender Systems: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {5},
pages = {130:1--130:21},
year = {2024},
url = {https://doi.org/10.1145/3637841},
doi = {10.1145/3637841},
timestamp = {Sat, 13 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/LiGTTHLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuCSCZGT24,
author = {Ziru Liu and
Kecheng Chen and
Fengyi Song and
Bo Chen and
Xiangyu Zhao and
Huifeng Guo and
Ruiming Tang},
title = {AutoAssign+: Automatic Shared Embedding Assignment in streaming recommendation},
journal = {Knowl. Inf. Syst.},
volume = {66},
number = {1},
pages = {89--113},
year = {2024},
url = {https://doi.org/10.1007/s10115-023-01951-1},
doi = {10.1007/S10115-023-01951-1},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/LiuCSCZGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/OuCDZLTY24,
author = {Weitong Ou and
Bo Chen and
Xinyi Dai and
Weinan Zhang and
Weiwen Liu and
Ruiming Tang and
Yong Yu},
title = {A Survey on Bid Optimization in Real-Time Bidding Display Advertising},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {3},
pages = {58:1--58:31},
year = {2024},
url = {https://doi.org/10.1145/3628603},
doi = {10.1145/3628603},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/OuCDZLTY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MengZGZWGLLT24,
author = {Chang Meng and
Ziqi Zhao and
Wei Guo and
Yingxue Zhang and
Haolun Wu and
Chen Gao and
Dong Li and
Xiu Li and
Ruiming Tang},
title = {Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework
for Multi-Behavior Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {1},
pages = {30:1--30:27},
year = {2024},
url = {https://doi.org/10.1145/3606369},
doi = {10.1145/3606369},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/MengZGZWGLLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Jia0LL0GT24,
author = {Pengyue Jia and
Yichao Wang and
Shanru Lin and
Xiaopeng Li and
Xiangyu Zhao and
Huifeng Guo and
Ruiming Tang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{D3:} {A} Methodological Exploration of Domain Division, Modeling,
and Balance in Multi-Domain Recommendations},
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 = {8553--8561},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28699},
doi = {10.1609/AAAI.V38I8.28699},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Jia0LL0GT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuGLLTZK24,
author = {Hengchang Hu and
Wei Guo and
Xu Liu and
Yong Liu and
Ruiming Tang and
Rui Zhang and
Min{-}Yen Kan},
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 = {User Behavior Enriched Temporal Knowledge Graphs 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 = {266--275},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635762},
doi = {10.1145/3616855.3635762},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HuGLLTZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangL0Z0GT24,
author = {Yuhao Wang and
Ziru Liu and
Yichao Wang and
Xiangyu Zhao and
Bo Chen and
Huifeng Guo and
Ruiming Tang},
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 = {Diff-MSR: {A} Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario
Recommendation},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {779--787},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635807},
doi = {10.1145/3616855.3635807},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WangL0Z0GT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangWLTZ24,
author = {Kexin Zhang and
Yichao Wang and
Xiu Li and
Ruiming Tang and
Rui Zhang},
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 = {IncMSR: An Incremental Learning Approach for Multi-Scenario Recommendation},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {939--948},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635828},
doi = {10.1145/3616855.3635828},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangWLTZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08664,
author = {Qingyao Li and
Lingyue Fu and
Weiming Zhang and
Xianyu Chen and
Jingwei Yu and
Wei Xia and
Weinan Zhang and
Ruiming Tang and
Yong Yu},
title = {Adapting Large Language Models for Education: Foundational Capabilities,
Potentials, and Challenges},
journal = {CoRR},
volume = {abs/2401.08664},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08664},
doi = {10.48550/ARXIV.2401.08664},
eprinttype = {arXiv},
eprint = {2401.08664},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11478,
author = {Jiarui Qin and
Weiwen Liu and
Ruiming Tang and
Weinan Zhang and
Yong Yu},
title = {{D2K:} Turning Historical Data into Retrievable Knowledge for Recommender
Systems},
journal = {CoRR},
volume = {abs/2401.11478},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11478},
doi = {10.48550/ARXIV.2401.11478},
eprinttype = {arXiv},
eprint = {2401.11478},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02716,
author = {Xu Huang and
Weiwen Liu and
Xiaolong Chen and
Xingmei Wang and
Hao Wang and
Defu Lian and
Yasheng Wang and
Ruiming Tang and
Enhong Chen},
title = {Understanding the planning of {LLM} agents: {A} survey},
journal = {CoRR},
volume = {abs/2402.02716},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02716},
doi = {10.48550/ARXIV.2402.02716},
eprinttype = {arXiv},
eprint = {2402.02716},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09764,
author = {Dexun Li and
Cong Zhang and
Kuicai Dong and
Derrick{-}Goh{-}Xin Deik and
Ruiming Tang and
Yong Liu},
title = {Aligning Crowd Feedback via Distributional Preference Reward Modeling},
journal = {CoRR},
volume = {abs/2402.09764},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09764},
doi = {10.48550/ARXIV.2402.09764},
eprinttype = {arXiv},
eprint = {2402.09764},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11905,
author = {Yuxin Jiang and
Yufei Wang and
Chuhan Wu and
Wanjun Zhong and
Xingshan Zeng and
Jiahui Gao and
Liangyou Li and
Xin Jiang and
Lifeng Shang and
Ruiming Tang and
Qun Liu and
Wei Wang},
title = {Learning to Edit: Aligning LLMs with Knowledge Editing},
journal = {CoRR},
volume = {abs/2402.11905},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11905},
doi = {10.48550/ARXIV.2402.11905},
eprinttype = {arXiv},
eprint = {2402.11905},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03536,
author = {Hangyu Wang and
Jianghao Lin and
Bo Chen and
Yang Yang and
Ruiming Tang and
Weinan Zhang and
Yong Yu},
title = {Towards Efficient and Effective Unlearning of Large Language Models
for Recommendation},
journal = {CoRR},
volume = {abs/2403.03536},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03536},
doi = {10.48550/ARXIV.2403.03536},
eprinttype = {arXiv},
eprint = {2403.03536},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12660,
author = {Pengyue Jia and
Yejing Wang and
Zhaocheng Du and
Xiangyu Zhao and
Yichao Wang and
Bo Chen and
Wanyu Wang and
Huifeng Guo and
Ruiming Tang},
title = {{ERASE:} Benchmarking Feature Selection Methods for Deep Recommender
Systems},
journal = {CoRR},
volume = {abs/2403.12660},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12660},
doi = {10.48550/ARXIV.2403.12660},
eprinttype = {arXiv},
eprint = {2403.12660},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-16378,
author = {Yunjia Xi and
Weiwen Liu and
Jianghao Lin and
Chuhan Wu and
Bo Chen and
Ruiming Tang and
Weinan Zhang and
Yong Yu},
title = {Play to Your Strengths: Collaborative Intelligence of Conventional
Recommender Models and Large Language Models},
journal = {CoRR},
volume = {abs/2403.16378},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16378},
doi = {10.48550/ARXIV.2403.16378},
eprinttype = {arXiv},
eprint = {2403.16378},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuCZLTHLY23,
author = {Chenxu Zhu and
Bo Chen and
Weinan Zhang and
Jincai Lai and
Ruiming Tang and
Xiuqiang He and
Zhenguo Li and
Yong Yu},
title = {{AIM:} Automatic Interaction Machine for Click-Through Rate Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {3389--3403},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3134985},
doi = {10.1109/TKDE.2021.3134985},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuCZLTHLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenZTZHY23,
author = {Haokun Chen and
Chenxu Zhu and
Ruiming Tang and
Weinan Zhang and
Xiuqiang He and
Yong Yu},
title = {Large-Scale Interactive Recommendation With Tree-Structured Reinforcement
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {4018--4032},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3137310},
doi = {10.1109/TKDE.2021.3137310},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenZTZHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/QinZSLLZLTHY23,
author = {Jiarui Qin and
Weinan Zhang and
Rong Su and
Zhirong Liu and
Weiwen Liu and
Guangpeng Zhao and
Hao Li and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
title = {Learning to Retrieve User Behaviors for Click-through Rate Estimation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {4},
pages = {98:1--98:31},
year = {2023},
url = {https://doi.org/10.1145/3579354},
doi = {10.1145/3579354},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/QinZSLLZLTHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiGHZ0T0023,
author = {Shiwei Li and
Huifeng Guo and
Lu Hou and
Wei Zhang and
Xing Tang and
Ruiming Tang and
Rui Zhang and
Ruixuan Li},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Adaptive Low-Precision Training for Embeddings in Click-Through Rate
Prediction},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4435--4443},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25564},
doi = {10.1609/AAAI.V37I4.25564},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiGHZ0T0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Wang0VT0HC23,
author = {Yuening Wang and
Yingxue Zhang and
Antonios Valkanas and
Ruiming Tang and
Chen Ma and
Jianye Hao and
Mark Coates},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Structure Aware Incremental Learning with Personalized Imitation Weights
for Recommender Systems},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4711--4719},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25595},
doi = {10.1609/AAAI.V37I4.25595},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Wang0VT0HC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenSXJS0LZTDX023,
author = {Xianyu Chen and
Jian Shen and
Wei Xia and
Jiarui Jin and
Yakun Song and
Weinan Zhang and
Weiwen Liu and
Menghui Zhu and
Ruiming Tang and
Kai Dong and
Dingyin Xia and
Yong Yu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {5027--5035},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25630},
doi = {10.1609/AAAI.V37I4.25630},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenSXJS0LZTDX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HeHZ0T023,
author = {Bowei He and
Xu He and
Renrui Zhang and
Yingxue Zhang and
Ruiming Tang and
Chen Ma},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender
System},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {741--750},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615135},
doi = {10.1145/3583780.3615135},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HeHZ0T023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiYZ00GT23,
author = {Xiaopeng Li and
Fan Yan and
Xiangyu Zhao and
Yichao Wang and
Bo Chen and
Huifeng Guo and
Ruiming Tang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {{HAMUR:} Hyper Adapter for Multi-Domain Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1268--1277},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615137},
doi = {10.1145/3583780.3615137},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiYZ00GT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiXYSR0CT023,
author = {Qingyao Li and
Wei Xia and
Li'ang Yin and
Jian Shen and
Renting Rui and
Weinan Zhang and
Xianyu Chen and
Ruiming Tang and
Yong Yu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented
Learning Path Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1318--1327},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614897},
doi = {10.1145/3583780.3614897},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiXYSR0CT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuYZDGT023,
author = {Qidong Liu and
Fan Yan and
Xiangyu Zhao and
Zhaocheng Du and
Huifeng Guo and
Ruiming Tang and
Feng Tian},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Diffusion Augmentation for Sequential Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1576--1586},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615134},
doi = {10.1145/3583780.3615134},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiuYZDGT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YinWXWZGLTLC23,
author = {Mingjia Yin and
Hao Wang and
Xiang Xu and
Likang Wu and
Sirui Zhao and
Wei Guo and
Yong Liu and
Ruiming Tang and
Defu Lian and
Enhong Chen},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {{APGL4SR:} {A} Generic Framework with Adaptive and Personalized Global
Collaborative Information in Sequential Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3009--3019},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614781},
doi = {10.1145/3583780.3614781},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YinWXWZGLTLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GuoZYCLGZLT23,
author = {Wei Guo and
Chenxu Zhu and
Fan Yan and
Bo Chen and
Weiwen Liu and
Huifeng Guo and
Hongkun Zheng and
Yong Liu and
Ruiming Tang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {{DFFM:} Domain Facilitated Feature Modeling for {CTR} Prediction},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4602--4608},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615469},
doi = {10.1145/3583780.3615469},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GuoZYCLGZLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/OuCLDZXLTY23,
author = {Weitong Ou and
Bo Chen and
Weiwen Liu and
Xinyi Dai and
Weinan Zhang and
Wei Xia and
Xuan Li and
Ruiming Tang and
Yong Yu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Optimal Real-Time Bidding Strategy for Position Auctions in Online
Advertising},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4766--4772},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614727},
doi = {10.1145/3583780.3614727},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/OuCLDZXLTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuXQDTL0023,
author = {Weiwen Liu and
Yunjia Xi and
Jiarui Qin and
Xinyi Dai and
Ruiming Tang and
Shuai Li and
Weinan Zhang and
Rui Zhang},
title = {Personalized Diversification for Neural Re-ranking in Recommendation},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {802--815},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00067},
doi = {10.1109/ICDE55515.2023.00067},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/LiuXQDTL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Wu00GTLC23,
author = {Haolun Wu and
Yingxue Zhang and
Chen Ma and
Wei Guo and
Ruiming Tang and
Xue Liu and
Mark Coates},
title = {Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {1112--1125},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00090},
doi = {10.1109/ICDE55515.2023.00090},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/Wu00GTLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001LGQZ0T23,
author = {Zhicheng He and
Weiwen Liu and
Wei Guo and
Jiarui Qin and
Yingxue Zhang and
Yaochen Hu and
Ruiming Tang},
title = {A Survey on User Behavior Modeling in Recommender Systems},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6656--6664},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/746},
doi = {10.24963/IJCAI.2023/746},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0001LGQZ0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinQGDT0023,
author = {Jianghao Lin and
Yanru Qu and
Wei Guo and
Xinyi Dai and
Ruiming Tang and
Yong Yu and
Weinan Zhang},
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 = {{MAP:} {A} Model-agnostic Pretraining Framework for Click-through
Rate Prediction},
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 = {1384--1395},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599422},
doi = {10.1145/3580305.3599422},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LinQGDT0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangLY00HXT023,
author = {Hangyu Wang and
Ting Long and
Liang Yin and
Weinan Zhang and
Wei Xia and
Qichen Hong and
Dingyin Xia and
Ruiming Tang and
Yong Yu},
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 = {{GMOCAT:} {A} Graph-Enhanced Multi-Objective Method for Computerized
Adaptive Testing},
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 = {2279--2289},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599367},
doi = {10.1145/3580305.3599367},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangLY00HXT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MengZGGLZZTLZ23,
author = {Chang Meng and
Hengyu Zhang and
Wei Guo and
Huifeng Guo and
Haotian Liu and
Yingxue Zhang and
Hongkun Zheng and
Ruiming Tang and
Xiu Li and
Rui Zhang},
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 = {Hierarchical Projection Enhanced Multi-behavior 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 = {4649--4660},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599838},
doi = {10.1145/3580305.3599838},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MengZGGLZZTLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OuCYDLZTY23,
author = {Weitong Ou and
Bo Chen and
Yingxuan Yang and
Xinyi Dai and
Weiwen Liu and
Weinan Zhang and
Ruiming Tang and
Yong Yu},
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 = {Deep Landscape Forecasting in Multi-Slot Real-Time Bidding},
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 = {4685--4695},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599799},
doi = {10.1145/3580305.3599799},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OuCYDLZTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XiLWTZZZY23,
author = {Yunjia Xi and
Weiwen Liu and
Yang Wang and
Ruiming Tang and
Weinan Zhang and
Yue Zhu and
Rui Zhang and
Yong Yu},
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 = {On-device Integrated Re-ranking with Heterogeneous Behavior Modeling},
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 = {5225--5236},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599878},
doi = {10.1145/3580305.3599878},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XiLWTZZZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuCHDT023,
author = {Jieming Zhu and
Guohao Cai and
Junjie Huang and
Zhenhua Dong and
Ruiming Tang and
Weinan Zhang},
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 = {ReLoop2: Building Self-Adaptive Recommendation Models via Responsive
Error Compensation Loop},
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 = {5728--5738},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599785},
doi = {10.1145/3580305.3599785},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuCHDT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZWDDTZCZW23,
author = {Xu Chen and
Jingsen Zhang and
Lei Wang and
Quanyu Dai and
Zhenhua Dong and
Ruiming Tang and
Rui Zhang and
Li Chen and
Xin Zhao and
Ji{-}Rong Wen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{REASONER:} An Explainable Recommendation Dataset with Comprehensive
Labeling Ground Truths},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/2ebf43d20e5933ab6d98225bbb908ade-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenZWDDTZCZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangFCLLLD0DT23,
author = {Hao Wang and
Jiajun Fan and
Zhichao Chen and
Haoxuan Li and
Weiming Liu and
Tianqiao Liu and
Quanyu Dai and
Yichao Wang and
Zhenhua Dong and
Ruiming Tang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Optimal Transport for Treatment Effect Estimation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1160e7f31d0a74abbbe1bbf7924b949c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangFCLLLD0DT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WangZXDTZHCH23,
author = {Jing Wang and
Mengchen Zhao and
Wei Xia and
Zhenhua Dong and
Ruiming Tang and
Rui Zhang and
Jianye Hao and
Guangyong Chen and
Pheng{-}Ann Heng},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {RLMixer: {A} Reinforcement Learning Approach for Integrated Ranking
with Contrastive User Preference Modeling},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13937},
pages = {400--413},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33380-4\_31},
doi = {10.1007/978-3-031-33380-4\_31},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/WangZXDTZHCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Li00HTL23,
author = {Yujun Li and
Xing Tang and
Bo Chen and
Yimin Huang and
Ruiming Tang and
Zhenguo Li},
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 = {AutoOpt: Automatic Hyperparameter Scheduling and Optimization for
Deep Click-through Rate Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {183--194},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608800},
doi = {10.1145/3604915.3608800},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Li00HTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TangZGLJWZZLR0Z23,
author = {Ruiming Tang and
Xiaoqiang Zhu and
Junfeng Ge and
Kuang{-}chih Lee and
Biye Jiang and
Xingxing Wang and
Han Zhu and
Tao Zhuang and
Weiwen Liu and
Kan Ren and
Weinan Zhang and
Xiangyu Zhao},
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 = {International Workshop on Deep Learning Practice for High-Dimensional
Sparse Data with RecSys 2023},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1276--1280},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608765},
doi = {10.1145/3604915.3608765},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/TangZGLJWZZLR0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Liu0LTW23,
author = {Weiwen Liu and
Wei Guo and
Yong Liu and
Ruiming Tang and
Hao Wang},
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 = {User Behavior Modeling with Deep Learning for Recommendation: Recent
Advances},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1286--1287},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609496},
doi = {10.1145/3604915.3609496},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Liu0LTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WuJDT23,
author = {Chuhan Wu and
Qinglin Jia and
Zhenhua Dong and
Ruiming Tang},
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 = {Customer Lifetime Value Prediction: Towards the Paradigm Shift of
Recommender System Objectives},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1293--1294},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609499},
doi = {10.1145/3604915.3609499},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WuJDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangDZ0GTD23,
author = {Yejing Wang and
Zhaocheng Du and
Xiangyu Zhao and
Bo Chen and
Huifeng Guo and
Ruiming Tang and
Zhenhua Dong},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Single-shot Feature Selection for Multi-task Recommendations},
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 = {341--351},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591767},
doi = {10.1145/3539618.3591767},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangDZ0GTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SuYZXDZDT23,
author = {Liangcai Su and
Fan Yan and
Jieming Zhu and
Xi Xiao and
Haoyi Duan and
Zhou Zhao and
Zhenhua Dong and
Ruiming Tang},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions
for 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 = {548--557},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591643},
doi = {10.1145/3539618.3591643},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SuYZXDZDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GaoZCYGT23,
author = {Jingtong Gao and
Xiangyu Zhao and
Bo Chen and
Fan Yan and
Huifeng Guo and
Ruiming Tang},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {AutoTransfer: Instance Transfer for Cross-Domain Recommendations},
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 = {1478--1487},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591701},
doi = {10.1145/3539618.3591701},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GaoZCYGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangZCLGLWZT23,
author = {Yuhao Wang and
Xiangyu Zhao and
Bo Chen and
Qidong Liu and
Huifeng Guo and
Huanshuo Liu and
Yichao Wang and
Rui Zhang and
Ruiming Tang},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {{PLATE:} {A} Prompt-Enhanced Paradigm for Multi-Scenario Recommendations},
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 = {1498--1507},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591750},
doi = {10.1145/3539618.3591750},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangZCLGLWZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhuJCDLDTZ23,
author = {Jieming Zhu and
Qinglin Jia and
Guohao Cai and
Quanyu Dai and
Jingjie Li and
Zhenhua Dong and
Ruiming Tang and
Rui Zhang},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {{FINAL:} Factorized Interaction Layer for {CTR} Prediction},
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 = {2006--2010},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591988},
doi = {10.1145/3539618.3591988},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhuJCDLDTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangDCDT23,
author = {Zhiheng Zhang and
Quanyu Dai and
Xu Chen and
Zhenhua Dong and
Ruiming Tang},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Robust Causal Inference for Recommender System to Overcome Noisy Confounders},
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 = {2349--2353},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3592055},
doi = {10.1145/3539618.3592055},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangDCDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhuCGXLZ00T23,
author = {Chenxu Zhu and
Bo Chen and
Huifeng Guo and
Hang Xu and
Xiangyang Li and
Xiangyu Zhao and
Weinan Zhang and
Yong Yu and
Ruiming Tang},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {AutoGen: An Automated Dynamic Model Generation Framework for Recommender
System},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {598--606},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570456},
doi = {10.1145/3539597.3570456},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ZhuCGXLZ00T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/FuLLT0Z023,
author = {Lingyue Fu and
Jianghao Lin and
Weiwen Liu and
Ruiming Tang and
Weinan Zhang and
Rui Zhang and
Yong Yu},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {An F-shape Click Model for Information Retrieval on Multi-block Mobile
Pages},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1057--1065},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570365},
doi = {10.1145/3539597.3570365},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/FuLLT0Z023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/XiLLD0ZT023,
author = {Yunjia Xi and
Jianghao Lin and
Weiwen Liu and
Xinyi Dai and
Weinan Zhang and
Rui Zhang and
Ruiming Tang and
Yong Yu},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {A Bird's-eye View of Reranking: From List Level to Page Level},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1075--1083},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570399},
doi = {10.1145/3539597.3570399},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/XiLLD0ZT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TangCWGLFZ23,
author = {Ruiming Tang and
Bo Chen and
Yejing Wang and
Huifeng Guo and
Yong Liu and
Wenqi Fan and
Xiangyu Zhao},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {AutoML for Deep Recommender Systems: Fundamentals and Advances},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1264--1267},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3572729},
doi = {10.1145/3539597.3572729},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/TangCWGLFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Zhu0LLT023,
author = {Menghui Zhu and
Wei Xia and
Weiwen Liu and
Yifan Liu and
Ruiming Tang and
Weinan Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Integrated Ranking for News Feed with Reinforcement Learning},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {480--484},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3584651},
doi = {10.1145/3543873.3584651},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Zhu0LLT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuJWLDB0T23,
author = {Xiaofan Liu and
Qinglin Jia and
Chuhan Wu and
Jingjie Li and
Quanyu Dai and
Lin Bo and
Rui Zhang and
Ruiming Tang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Task Adaptive Multi-learner Network for Joint {CTR} and {CVR} Estimation},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {490--494},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3584653},
doi = {10.1145/3543873.3584653},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiuJWLDB0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0006MY0G000TLZ23,
author = {Wei Guo and
Chang Meng and
Enming Yuan and
Zhicheng He and
Huifeng Guo and
Yingxue Zhang and
Bo Chen and
Yaochen Hu and
Ruiming Tang and
Xiu Li and
Rui Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Compressed Interaction Graph based Framework for Multi-behavior Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {960--970},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583312},
doi = {10.1145/3543507.3583312},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0006MY0G000TLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HeH0T023,
author = {Bowei He and
Xu He and
Yingxue Zhang and
Ruiming Tang and
Chen Ma},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Dynamically Expandable Graph Convolution for Streaming Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1457--1467},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583237},
doi = {10.1145/3543507.3583237},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HeH0T023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03525,
author = {Yuhao Wang and
Ha Tsz Lam and
Yi Wong and
Ziru Liu and
Xiangyu Zhao and
Yichao Wang and
Bo Chen and
Huifeng Guo and
Ruiming Tang},
title = {Multi-Task Deep Recommender Systems: {A} Survey},
journal = {CoRR},
volume = {abs/2302.03525},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03525},
doi = {10.48550/ARXIV.2302.03525},
eprinttype = {arXiv},
eprint = {2302.03525},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11087,
author = {Zhicheng He and
Weiwen Liu and
Wei Guo and
Jiarui Qin and
Yingxue Zhang and
Yaochen Hu and
Ruiming Tang},
title = {A Survey on User Behavior Modeling in Recommender Systems},
journal = {CoRR},
volume = {abs/2302.11087},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11087},
doi = {10.48550/ARXIV.2302.11087},
eprinttype = {arXiv},
eprint = {2302.11087},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00168,
author = {Xu Chen and
Jingsen Zhang and
Lei Wang and
Quanyu Dai and
Zhenhua Dong and
Ruiming Tang and
Rui Zhang and
Li Chen and
Ji{-}Rong Wen},
title = {{REASONER:} An Explainable Recommendation Dataset with Multi-aspect
Real User Labeled Ground Truths Towards more Measurable Explainable
Recommendation},
journal = {CoRR},
volume = {abs/2303.00168},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00168},
doi = {10.48550/ARXIV.2303.00168},
eprinttype = {arXiv},
eprint = {2303.00168},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02418,
author = {Wei Guo and
Chang Meng and
Enming Yuan and
Zhicheng He and
Huifeng Guo and
Yingxue Zhang and
Bo Chen and
Yaochen Hu and
Ruiming Tang and
Xiu Li and
Rui Zhang},
title = {Compressed Interaction Graph based Framework for Multi-behavior Recommendation},
journal = {CoRR},
volume = {abs/2303.02418},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02418},
doi = {10.48550/ARXIV.2303.02418},
eprinttype = {arXiv},
eprint = {2303.02418},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11700,
author = {Bowei He and
Xu He and
Yingxue Zhang and
Ruiming Tang and
Chen Ma},
title = {Dynamically Expandable Graph Convolution for Streaming Recommendation},
journal = {CoRR},
volume = {abs/2303.11700},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11700},
doi = {10.48550/ARXIV.2303.11700},
eprinttype = {arXiv},
eprint = {2303.11700},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01204,
author = {Yuening Wang and
Yingxue Zhang and
Antonios Valkanas and
Ruiming Tang and
Chen Ma and
Jianye Hao and
Mark Coates},
title = {Structure Aware Incremental Learning with Personalized Imitation Weights
for Recommender Systems},
journal = {CoRR},
volume = {abs/2305.01204},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01204},
doi = {10.48550/ARXIV.2305.01204},
eprinttype = {arXiv},
eprint = {2305.01204},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02841,
author = {Xiangyang Li and
Bo Chen and
Lu Hou and
Ruiming Tang},
title = {{CTRL:} Connect Tabular and Language Model for {CTR} Prediction},
journal = {CoRR},
volume = {abs/2306.02841},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02841},
doi = {10.48550/ARXIV.2306.02841},
eprinttype = {arXiv},
eprint = {2306.02841},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04234,
author = {Xianyu Chen and
Jian Shen and
Wei Xia and
Jiarui Jin and
Yakun Song and
Weinan Zhang and
Weiwen Liu and
Menghui Zhu and
Ruiming Tang and
Kai Dong and
Dingyin Xia and
Yong Yu},
title = {Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation},
journal = {CoRR},
volume = {abs/2306.04234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04234},
doi = {10.48550/ARXIV.2306.04234},
eprinttype = {arXiv},
eprint = {2306.04234},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05817,
author = {Jianghao Lin and
Xinyi Dai and
Yunjia Xi and
Weiwen Liu and
Bo Chen and
Xiangyang Li and
Chenxu Zhu and
Huifeng Guo and
Yong Yu and
Ruiming Tang and
Weinan Zhang},
title = {How Can Recommender Systems Benefit from Large Language Models: {A}
Survey},
journal = {CoRR},
volume = {abs/2306.05817},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05817},
doi = {10.48550/ARXIV.2306.05817},
eprinttype = {arXiv},
eprint = {2306.05817},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08808,
author = {Jieming Zhu and
Guohao Cai and
Junjie Huang and
Zhenhua Dong and
Ruiming Tang and
Weinan Zhang},
title = {ReLoop2: Building Self-Adaptive Recommendation Models via Responsive
Error Compensation Loop},
journal = {CoRR},
volume = {abs/2306.08808},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08808},
doi = {10.48550/ARXIV.2306.08808},
eprinttype = {arXiv},
eprint = {2306.08808},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10933,
author = {Yunjia Xi and
Weiwen Liu and
Jianghao Lin and
Jieming Zhu and
Bo Chen and
Ruiming Tang and
Weinan Zhang and
Rui Zhang and
Yong Yu},
title = {Towards Open-World Recommendation with Knowledge Augmentation from
Large Language Models},
journal = {CoRR},
volume = {abs/2306.10933},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10933},
doi = {10.48550/ARXIV.2306.10933},
eprinttype = {arXiv},
eprint = {2306.10933},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14400,
author = {Chuhan Wu and
Jingjie Li and
Qinglin Jia and
Hong Zhu and
Yuan Fang and
Ruiming Tang},
title = {Contrastive Multi-view Framework for Customer Lifetime Value Prediction},
journal = {CoRR},
volume = {abs/2306.14400},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14400},
doi = {10.48550/ARXIV.2306.14400},
eprinttype = {arXiv},
eprint = {2306.14400},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01737,
author = {Jianghao Lin and
Yanru Qu and
Wei Guo and
Xinyi Dai and
Ruiming Tang and
Yong Yu and
Weinan Zhang},
title = {{MAP:} {A} Model-agnostic Pretraining Framework for Click-through
Rate Prediction},
journal = {CoRR},
volume = {abs/2308.01737},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01737},
doi = {10.48550/ARXIV.2308.01737},
eprinttype = {arXiv},
eprint = {2308.01737},
timestamp = {Sat, 03 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06965,
author = {Ziru Liu and
Kecheng Chen and
Fengyi Song and
Bo Chen and
Xiangyu Zhao and
Huifeng Guo and
Ruiming Tang},
title = {AutoAssign+: Automatic Shared Embedding Assignment in Streaming Recommendation},
journal = {CoRR},
volume = {abs/2308.06965},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06965},
doi = {10.48550/ARXIV.2308.06965},
eprinttype = {arXiv},
eprint = {2308.06965},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07760,
author = {Bowei He and
Xu He and
Renrui Zhang and
Yingxue Zhang and
Ruiming Tang and
Chen Ma},
title = {Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender
System},
journal = {CoRR},
volume = {abs/2308.07760},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07760},
doi = {10.48550/ARXIV.2308.07760},
eprinttype = {arXiv},
eprint = {2308.07760},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09966,
author = {Hengyu Zhang and
Chang Meng and
Wei Guo and
Huifeng Guo and
Jieming Zhu and
Guangpeng Zhao and
Ruiming Tang and
Xiu Li},
title = {Time-aligned Exposure-enhanced Model for Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2308.09966},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09966},
doi = {10.48550/ARXIV.2308.09966},
eprinttype = {arXiv},
eprint = {2308.09966},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11131,
author = {Jianghao Lin and
Rong Shan and
Chenxu Zhu and
Kounianhua Du and
Bo Chen and
Shigang Quan and
Ruiming Tang and
Yong Yu and
Weinan Zhang},
title = {ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential
Behavior Comprehension in Recommendation},
journal = {CoRR},
volume = {abs/2308.11131},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11131},
doi = {10.48550/ARXIV.2308.11131},
eprinttype = {arXiv},
eprint = {2308.11131},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02061,
author = {Jingtong Gao and
Bo Chen and
Menghui Zhu and
Xiangyu Zhao and
Xiaopeng Li and
Yuhao Wang and
Yichao Wang and
Huifeng Guo and
Ruiming Tang},
title = {Scenario-Aware Hierarchical Dynamic Network for Multi-Scenario Recommendation},
journal = {CoRR},
volume = {abs/2309.02061},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02061},
doi = {10.48550/ARXIV.2309.02061},
eprinttype = {arXiv},
eprint = {2309.02061},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06217,
author = {Xiaopeng Li and
Fan Yan and
Xiangyu Zhao and
Yichao Wang and
Bo Chen and
Huifeng Guo and
Ruiming Tang},
title = {{HAMUR:} Hyper Adapter for Multi-Domain Recommendation},
journal = {CoRR},
volume = {abs/2309.06217},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06217},
doi = {10.48550/ARXIV.2309.06217},
eprinttype = {arXiv},
eprint = {2309.06217},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12858,
author = {Qidong Liu and
Fan Yan and
Xiangyu Zhao and
Zhaocheng Du and
Huifeng Guo and
Ruiming Tang and
Feng Tian},
title = {Diffusion Augmentation for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2309.12858},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12858},
doi = {10.48550/ARXIV.2309.12858},
eprinttype = {arXiv},
eprint = {2309.12858},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04804,
author = {Zhenhua Dong and
Jieming Zhu and
Weiwen Liu and
Ruiming Tang},
title = {Ten Challenges in Industrial Recommender Systems},
journal = {CoRR},
volume = {abs/2310.04804},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04804},
doi = {10.48550/ARXIV.2310.04804},
eprinttype = {arXiv},
eprint = {2310.04804},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07477,
author = {Hangyu Wang and
Ting Long and
Liang Yin and
Weinan Zhang and
Wei Xia and
Qichen Hong and
Dingyin Xia and
Ruiming Tang and
Yong Yu},
title = {{GMOCAT:} {A} Graph-Enhanced Multi-Objective Method for Computerized
Adaptive Testing},
journal = {CoRR},
volume = {abs/2310.07477},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07477},
doi = {10.48550/ARXIV.2310.07477},
eprinttype = {arXiv},
eprint = {2310.07477},
timestamp = {Sat, 27 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09234,
author = {Jianghao Lin and
Bo Chen and
Hangyu Wang and
Yunjia Xi and
Yanru Qu and
Xinyi Dai and
Kangning Zhang and
Ruiming Tang and
Yong Yu and
Weinan Zhang},
title = {ClickPrompt: {CTR} Models are Strong Prompt Generators for Adapting
Language Models to {CTR} Prediction},
journal = {CoRR},
volume = {abs/2310.09234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09234},
doi = {10.48550/ARXIV.2310.09234},
eprinttype = {arXiv},
eprint = {2310.09234},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18286,
author = {Hao Wang and
Zhichao Chen and
Jiajun Fan and
Haoxuan Li and
Tianqiao Liu and
Weiming Liu and
Quanyu Dai and
Yichao Wang and
Zhenhua Dong and
Ruiming Tang},
title = {Optimal Transport for Treatment Effect Estimation},
journal = {CoRR},
volume = {abs/2310.18286},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18286},
doi = {10.48550/ARXIV.2310.18286},
eprinttype = {arXiv},
eprint = {2310.18286},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19453,
author = {Hangyu Wang and
Jianghao Lin and
Xiangyang Li and
Bo Chen and
Chenxu Zhu and
Ruiming Tang and
Weinan Zhang and
Yong Yu},
title = {{ALT:} Towards Fine-grained Alignment between Language and {CTR} Models
for Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2310.19453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19453},
doi = {10.48550/ARXIV.2310.19453},
eprinttype = {arXiv},
eprint = {2310.19453},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02816,
author = {Mingjia Yin and
Hao Wang and
Xiang Xu and
Likang Wu and
Sirui Zhao and
Wei Guo and
Yong Liu and
Ruiming Tang and
Defu Lian and
Enhong Chen},
title = {{APGL4SR:} {A} Generic Framework with Adaptive and Personalized Global
Collaborative Information in Sequential Recommendation},
journal = {CoRR},
volume = {abs/2311.02816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02816},
doi = {10.48550/ARXIV.2311.02816},
eprinttype = {arXiv},
eprint = {2311.02816},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03526,
author = {Fuyuan Lyu and
Yaochen Hu and
Xing Tang and
Yingxue Zhang and
Ruiming Tang and
Xue Liu},
title = {Towards Automated Negative Sampling in Implicit Recommendation},
journal = {CoRR},
volume = {abs/2311.03526},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03526},
doi = {10.48550/ARXIV.2311.03526},
eprinttype = {arXiv},
eprint = {2311.03526},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18213,
author = {Liangcai Su and
Fan Yan and
Jieming Zhu and
Xi Xiao and
Haoyi Duan and
Zhou Zhao and
Zhenhua Dong and
Ruiming Tang},
title = {Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions
for Recommendation},
journal = {CoRR},
volume = {abs/2311.18213},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18213},
doi = {10.48550/ARXIV.2311.18213},
eprinttype = {arXiv},
eprint = {2311.18213},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06197,
author = {Dong Yao and
Shengyu Zhang and
Zhou Zhao and
Jieming Zhu and
Liqun Deng and
Wenqiao Zhang and
Zhenhua Dong and
Ruiming Tang and
Xin Jiang},
title = {Music-PAW: Learning Music Representations via Hierarchical Part-whole
Interaction and Contrast},
journal = {CoRR},
volume = {abs/2312.06197},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06197},
doi = {10.48550/ARXIV.2312.06197},
eprinttype = {arXiv},
eprint = {2312.06197},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10743,
author = {Zichuan Fu and
Xiangyang Li and
Chuhan Wu and
Yichao Wang and
Kuicai Dong and
Xiangyu Zhao and
Mengchen Zhao and
Huifeng Guo and
Ruiming Tang},
title = {A Unified Framework for Multi-Domain {CTR} Prediction via Large Language
Models},
journal = {CoRR},
volume = {abs/2312.10743},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10743},
doi = {10.48550/ARXIV.2312.10743},
eprinttype = {arXiv},
eprint = {2312.10743},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YangLSTLHY22,
author = {Xiangli Yang and
Qing Liu and
Rong Su and
Ruiming Tang and
Zhirong Liu and
Xiuqiang He and
Jianxi Yang},
title = {Click-through rate prediction using transfer learning with fine-tuned
parameters},
journal = {Inf. Sci.},
volume = {612},
pages = {188--200},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.08.009},
doi = {10.1016/J.INS.2022.08.009},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YangLSTLHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XueLGTZZZWL22,
author = {Niannan Xue and
Bin Liu and
Huifeng Guo and
Ruiming Tang and
Fengwei Zhou and
Stefanos Zafeiriou and
Yuzhou Zhang and
Jun Wang and
Zhenguo Li},
title = {AutoHash: Learning Higher-Order Feature Interactions for Deep {CTR}
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2653--2666},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3016482},
doi = {10.1109/TKDE.2020.3016482},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/XueLGTZZZWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/DaiX0LTHH0022,
author = {Xinyi Dai and
Yunjia Xi and
Weinan Zhang and
Qing Liu and
Ruiming Tang and
Xiuqiang He and
Jiawei Hou and
Jun Wang and
Yong Yu},
title = {Beyond Relevance Ranking: {A} General Graph Matching Framework for
Utility-Oriented Learning to Rank},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {2},
pages = {25:1--25:29},
year = {2022},
url = {https://doi.org/10.1145/3464303},
doi = {10.1145/3464303},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/DaiX0LTHH0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Lyu0ZG0TL22,
author = {Fuyuan Lyu and
Xing Tang and
Hong Zhu and
Huifeng Guo and
Yingxue Zhang and
Ruiming Tang and
Xue Liu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {OptEmbed: Learning Optimal Embedding Table for Click-through Rate
Prediction},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1399--1409},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557411},
doi = {10.1145/3511808.3557411},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Lyu0ZG0TL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Wu00LTC22,
author = {Haolun Wu and
Chen Ma and
Yingxue Zhang and
Xue Liu and
Ruiming Tang and
Mark Coates},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Adapting Triplet Importance of Implicit Feedback for Personalized
Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2148--2157},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557229},
doi = {10.1145/3511808.3557229},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Wu00LTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangYG0QG0LT22,
author = {Hengyu Zhang and
Enming Yuan and
Wei Guo and
Zhicheng He and
Jiarui Qin and
Huifeng Guo and
Bo Chen and
Xiu Li and
Ruiming Tang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Disentangling Past-Future Modeling in Sequential Recommendation via
Dual Networks},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2549--2558},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557289},
doi = {10.1145/3511808.3557289},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhangYG0QG0LT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0023GLD0G00TZ22,
author = {Bo Chen and
Huifeng Guo and
Weiwen Liu and
Yue Ding and
Yunzhe Li and
Wei Guo and
Yichao Wang and
Zhicheng He and
Ruiming Tang and
Rui Zhang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Numerical Feature Representation with Hybrid \emph{N}-ary Encoding},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2984--2993},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557090},
doi = {10.1145/3511808.3557090},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0023GLD0G00TZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Li0GLZLL0GMLDT22,
author = {Xiangyang Li and
Bo Chen and
Huifeng Guo and
Jingjie Li and
Chenxu Zhu and
Xiang Long and
Sujian Li and
Yichao Wang and
Wei Guo and
Longxia Mao and
Jinxing Liu and
Zhenhua Dong and
Ruiming Tang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {IntTower: The Next Generation of Two-Tower Model for Pre-Ranking System},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3292--3301},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557072},
doi = {10.1145/3511808.3557072},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Li0GLZLL0GMLDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DaiLZYDZXT22,
author = {Quanyu Dai and
Yalei Lv and
Jieming Zhu and
Junjie Ye and
Zhenhua Dong and
Rui Zhang and
Shu{-}Tao Xia and
Ruiming Tang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {{LCD:} Adaptive Label Correction for Denoising Music Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3903--3907},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557625},
doi = {10.1145/3511808.3557625},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DaiLZYDZXT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiaLLT22,
author = {Wei Xia and
Weiwen Liu and
Yifan Liu and
Ruiming Tang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Balancing Utility and Exposure Fairness for Integrated Ranking with
Reinforcement Learning},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4590--4594},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557551},
doi = {10.1145/3511808.3557551},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XiaLLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LongL000T022,
author = {Ting Long and
Yunfei Liu and
Weinan Zhang and
Wei Xia and
Zhicheng He and
Ruiming Tang and
Yong Yu},
editor = {Antonija Mitrovic and
Nigel Bosch and
Alexandra I. Cristea and
Chris Brown},
title = {Automatical Graph-based Knowledge Tracing},
booktitle = {Proceedings of the 15th International Conference on Educational Data
Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
publisher = {International Educational Data Mining Society},
year = {2022},
url = {https://educationaldatamining.org/2022.EDM-posters.87/index.html},
timestamp = {Mon, 26 Feb 2024 16:21:22 +0100},
biburl = {https://dblp.org/rec/conf/edm/LongL000T022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GuoZHQGCTHZ22,
author = {Wei Guo and
Can Zhang and
Zhicheng He and
Jiarui Qin and
Huifeng Guo and
Bo Chen and
Ruiming Tang and
Xiuqiang He and
Rui Zhang},
title = {{MISS:} Multi-Interest Self-Supervised Learning Framework for Click-Through
Rate Prediction},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {727--740},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00059},
doi = {10.1109/ICDE53745.2022.00059},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/GuoZHQGCTHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LyuTGTHZL22,
author = {Fuyuan Lyu and
Xing Tang and
Huifeng Guo and
Ruiming Tang and
Xiuqiang He and
Rui Zhang and
Xue Liu},
title = {Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction
Methods for {CTR} Prediction},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {1450--1462},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00113},
doi = {10.1109/ICDE53745.2022.00113},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/LyuTGTHZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Song0ZGT22,
author = {Fengyi Song and
Bo Chen and
Xiangyu Zhao and
Huifeng Guo and
Ruiming Tang},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {AutoAssign: Automatic Shared Embedding Assignment in Streaming Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {458--467},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00056},
doi = {10.1109/ICDM54844.2022.00056},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Song0ZGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuXQS00ZT22,
author = {Weiwen Liu and
Yunjia Xi and
Jiarui Qin and
Fei Sun and
Bo Chen and
Weinan Zhang and
Rui Zhang and
Ruiming Tang},
editor = {Luc De Raedt},
title = {Neural Re-ranking in Multi-stage Recommender Systems: {A} Review},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5512--5520},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/771},
doi = {10.24963/IJCAI.2022/771},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuXQS00ZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/ChenZGTK22,
author = {Yankai Chen and
Yifei Zhang and
Huifeng Guo and
Ruiming Tang and
Irwin King},
editor = {Yulan He and
Heng Ji and
Yang Liu and
Sujian Li and
Chia{-}Hui Chang and
Soujanya Poria and
Chenghua Lin and
Wray L. Buntine and
Maria Liakata and
Hanqi Yan and
Zonghan Yan and
Sebastian Ruder and
Xiaojun Wan and
Miguel Arana{-}Catania and
Zhongyu Wei and
Hen{-}Hsen Huang and
Jheng{-}Long Wu and
Min{-}Yuh Day and
Pengfei Liu and
Ruifeng Xu},
title = {An Effective Post-training Embedding Binarization Approach for Fast
Online Top-K Passage Matching},
booktitle = {Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the
Association for Computational Linguistics and the 12th International
Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2022
- Volume 2: Short Papers, Online only, November 20-23, 2022},
pages = {102--108},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.aacl-short.14},
timestamp = {Tue, 29 Nov 2022 14:53:03 +0100},
biburl = {https://dblp.org/rec/conf/ijcnlp/ChenZGTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001GZMTLK22,
author = {Yankai Chen and
Huifeng Guo and
Yingxue Zhang and
Chen Ma and
Ruiming Tang and
Jingjie Li and
Irwin King},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Binarized Graph Representations with Multi-faceted Quantization
Reinforcement for Top-K Recommendation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {168--178},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539452},
doi = {10.1145/3534678.3539452},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001GZMTLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001XDGTXZ22,
author = {Zhicheng He and
Wei Xia and
Kai Dong and
Huifeng Guo and
Ruiming Tang and
Dingyin Xia and
Rui Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Unsupervised Learning Style Classification for Learning Path Generation
in Online Education Platforms},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2997--3006},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539107},
doi = {10.1145/3534678.3539107},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001XDGTXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0002G0LLZ0ZYZDT22,
author = {Yichao Wang and
Huifeng Guo and
Bo Chen and
Weiwen Liu and
Zhirong Liu and
Qi Zhang and
Zhicheng He and
Hongkun Zheng and
Weiwei Yao and
Muyu Zhang and
Zhenhua Dong and
Ruiming Tang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {CausalInt: Causal Inspired Intervention for Multi-Scenario Recommendation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4090--4099},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539221},
doi = {10.1145/3534678.3539221},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0002G0LLZ0ZYZDT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CorizzoGBZBLJTZ22,
author = {Roberto Corizzo and
Junfeng Ge and
Colin Bellinger and
Xiaoqiang Zhu and
Paula Branco and
Kuang{-}chih Lee and
Nathalie Japkowicz and
Ruiming Tang and
Tao Zhuang and
Han Zhu and
Biye Jiang and
Jiaxin Mao and
Weinan Zhang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {4th Workshop on Deep Learning Practice and Theory for High-Dimensional
Sparse and Imbalanced Data with {KDD} 2022},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4860--4861},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542896},
doi = {10.1145/3534678.3542896},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CorizzoGBZBLJTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuQT022,
author = {Weiwen Liu and
Jiarui Qin and
Ruiming Tang and
Bo Chen},
editor = {Jennifer Golbeck and
F. Maxwell Harper and
Vanessa Murdock and
Michael D. Ekstrand and
Bracha Shapira and
Justin Basilico and
Keld T. Lundgaard and
Even Oldridge},
title = {Neural Re-ranking for Multi-stage Recommender Systems},
booktitle = {RecSys '22: Sixteenth {ACM} Conference on Recommender Systems, Seattle,
WA, USA, September 18 - 23, 2022},
pages = {698--699},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3523227.3547369},
doi = {10.1145/3523227.3547369},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuQT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/QinZ0LLTZY022,
author = {Jiarui Qin and
Jiachen Zhu and
Bo Chen and
Zhirong Liu and
Weiwen Liu and
Ruiming Tang and
Rui Zhang and
Yong Yu and
Weinan Zhang},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {RankFlow: Joint Optimization of Multi-Stage Cascade Ranking Systems
as Flows},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {814--824},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532050},
doi = {10.1145/3477495.3532050},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/QinZ0LLTZY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiLZZDTZZY22,
author = {Yunjia Xi and
Weiwen Liu and
Jieming Zhu and
Xilong Zhao and
Xinyi Dai and
Ruiming Tang and
Weinan Zhang and
Rui Zhang and
Yong Yu},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Multi-Level Interaction Reranking with User Behavior History},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1336--1346},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532026},
doi = {10.1145/3477495.3532026},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/XiLZZDTZZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YuanG0GLT22,
author = {Enming Yuan and
Wei Guo and
Zhicheng He and
Huifeng Guo and
Chengkai Liu and
Ruiming Tang},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Multi-Behavior Sequential Transformer Recommender},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1642--1652},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532023},
doi = {10.1145/3477495.3532023},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/YuanG0GLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/CaiZDD0TZ22,
author = {Guohao Cai and
Jieming Zhu and
Quanyu Dai and
Zhenhua Dong and
Xiuqiang He and
Ruiming Tang and
Rui Zhang},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {ReLoop: {A} Self-Correction Continual Learning Loop for Recommender
Systems},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2692--2697},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531922},
doi = {10.1145/3477495.3531922},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/CaiZDD0TZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LongQS0XTH022,
author = {Ting Long and
Jiarui Qin and
Jian Shen and
Weinan Zhang and
Wei Xia and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Improving Knowledge Tracing with Collaborative Information},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {599--607},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498374},
doi = {10.1145/3488560.3498374},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LongQS0XTH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangTHH22,
author = {Lu Wang and
Ruiming Tang and
Xiaofeng He and
Xiuqiang He},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Hierarchical Imitation Learning via Subgoal Representation Learning
for Dynamic Treatment 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 = {1081--1089},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498535},
doi = {10.1145/3488560.3498535},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WangTHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiZLSCZTXH22,
author = {Yi Li and
Jieming Zhu and
Weiwen Liu and
Liangcai Su and
Guohao Cai and
Qi Zhang and
Ruiming Tang and
Xi Xiao and
Xiuqiang He},
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 = {{PEAR:} Personalized Re-ranking with Contextualized Transformer for
Recommendation},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {62--66},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524208},
doi = {10.1145/3487553.3524208},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiZLSCZTXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001RWWJ0NMASLB22,
author = {Riccardo Tommasini and
Senjuti Basu Roy and
Xuan Wang and
Hongwei Wang and
Heng Ji and
Jiawei Han and
Preslav Nakov and
Giovanni Da San Martino and
Firoj Alam and
Markus Schedl and
Elisabeth Lex and
Akash Bharadwaj and
Graham Cormode and
Milan Dojchinovski and
Jan Forberg and
Johannes Frey and
Pieter Bonte and
Marco Balduini and
Matteo Belcao and
Emanuele Della Valle and
Junliang Yu and
Hongzhi Yin and
Tong Chen and
Haochen Liu and
Yiqi Wang and
Wenqi Fan and
Xiaorui Liu and
Jamell Dacon and
Lingjuan Lye and
Jiliang Tang and
Aristides Gionis and
Stefan Neumann and
Bruno Ordozgoiti and
Simon Razniewski and
Hiba Arnaout and
Shrestha Ghosh and
Fabian M. Suchanek and
Lingfei Wu and
Yu Chen and
Yunyao Li and
Bang Liu and
Filip Ilievski and
Daniel Garijo and
Hans Chalupsky and
Pedro A. Szekely and
Ilias Kanellos and
Dimitris Sacharidis and
Thanasis Vergoulis and
Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Srinivasan H. Sengamedu and
Chandan K. Reddy and
Friedhelm Victor and
Bernhard Haslhofer and
George Katsogiannis{-}Meimarakis and
Georgia Koutrika and
Shengmin Jin and
Danai Koutra and
Reza Zafarani and
Yulia Tsvetkov and
Vidhisha Balachandran and
Sachin Kumar and
Xiangyu Zhao and
Bo Chen and
Huifeng Guo and
Yejing Wang and
Ruiming Tang and
Yang Zhang and
Wenjie Wang and
Peng Wu and
Fuli Feng and
Xiangnan He},
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 = {Accepted Tutorials at The Web Conference 2022},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {391--399},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3547182},
doi = {10.1145/3487553.3547182},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0001RWWJ0NMASLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Wan00WGT22,
author = {Qi Wan and
Xiangnan He and
Xiang Wang and
Jiancan Wu and
Wei Guo and
Ruiming Tang},
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 = {Cross Pairwise Ranking for Unbiased Item Recommendation},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2370--2378},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512010},
doi = {10.1145/3485447.3512010},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Wan00WGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11679,
author = {Weijun Hong and
Guilin Li and
Weinan Zhang and
Ruiming Tang and
Yunhe Wang and
Zhenguo Li and
Yong Yu},
title = {DropNAS: Grouped Operation Dropout for Differentiable Architecture
Search},
journal = {CoRR},
volume = {abs/2201.11679},
year = {2022},
url = {https://arxiv.org/abs/2201.11679},
eprinttype = {arXiv},
eprint = {2201.11679},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06602,
author = {Weiwen Liu and
Yunjia Xi and
Jiarui Qin and
Fei Sun and
Bo Chen and
Weinan Zhang and
Rui Zhang and
Ruiming Tang},
title = {Neural Re-ranking in Multi-stage Recommender Systems: {A} Review},
journal = {CoRR},
volume = {abs/2202.06602},
year = {2022},
url = {https://arxiv.org/abs/2202.06602},
eprinttype = {arXiv},
eprint = {2202.06602},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12267,
author = {Yi Li and
Jieming Zhu and
Weiwen Liu and
Liangcai Su and
Guohao Cai and
Qi Zhang and
Ruiming Tang and
Xi Xiao and
Xiuqiang He},
title = {{PEAR:} Personalized Re-ranking with Contextualized Transformer for
Recommendation},
journal = {CoRR},
volume = {abs/2203.12267},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12267},
doi = {10.48550/ARXIV.2203.12267},
eprinttype = {arXiv},
eprint = {2203.12267},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01390,
author = {Bo Chen and
Xiangyu Zhao and
Yejing Wang and
Wenqi Fan and
Huifeng Guo and
Ruiming Tang},
title = {Automated Machine Learning for Deep Recommender Systems: {A} Survey},
journal = {CoRR},
volume = {abs/2204.01390},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01390},
doi = {10.48550/ARXIV.2204.01390},
eprinttype = {arXiv},
eprint = {2204.01390},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09370,
author = {Yunjia Xi and
Weiwen Liu and
Jieming Zhu and
Xilong Zhao and
Xinyi Dai and
Ruiming Tang and
Weinan Zhang and
Rui Zhang and
Yong Yu},
title = {Multi-Level Interaction Reranking with User Behavior History},
journal = {CoRR},
volume = {abs/2204.09370},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09370},
doi = {10.48550/ARXIV.2204.09370},
eprinttype = {arXiv},
eprint = {2204.09370},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11165,
author = {Guohao Cai and
Jieming Zhu and
Quanyu Dai and
Zhenhua Dong and
Xiuqiang He and
Ruiming Tang and
Rui Zhang},
title = {ReLoop: {A} Self-Correction Continual Learning Loop for Recommender
Systems},
journal = {CoRR},
volume = {abs/2204.11165},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11165},
doi = {10.48550/ARXIV.2204.11165},
eprinttype = {arXiv},
eprint = {2204.11165},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12176,
author = {Qi Wan and
Xiangnan He and
Xiang Wang and
Jiancan Wu and
Wei Guo and
Ruiming Tang},
title = {Cross Pairwise Ranking for Unbiased Item Recommendation},
journal = {CoRR},
volume = {abs/2204.12176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12176},
doi = {10.48550/ARXIV.2204.12176},
eprinttype = {arXiv},
eprint = {2204.12176},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02115,
author = {Yankai Chen and
Huifeng Guo and
Yingxue Zhang and
Chen Ma and
Ruiming Tang and
Jingjie Li and
Irwin King},
title = {Learning Binarized Graph Representations with Multi-faceted Quantization
Reinforcement for Top-K Recommendation},
journal = {CoRR},
volume = {abs/2206.02115},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02115},
doi = {10.48550/ARXIV.2206.02115},
eprinttype = {arXiv},
eprint = {2206.02115},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08604,
author = {Lingyue Fu and
Jianghao Lin and
Weiwen Liu and
Ruiming Tang and
Weinan Zhang and
Rui Zhang and
Yong Yu},
title = {An F-shape Click Model for Information Retrieval on Multi-block Mobile
Pages},
journal = {CoRR},
volume = {abs/2206.08604},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08604},
doi = {10.48550/ARXIV.2206.08604},
eprinttype = {arXiv},
eprint = {2206.08604},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08621,
author = {Jianghao Lin and
Weiwen Liu and
Xinyi Dai and
Weinan Zhang and
Shuai Li and
Ruiming Tang and
Xiuqiang He and
Jianye Hao and
Yong Yu},
title = {A Graph-Enhanced Click Model for Web Search},
journal = {CoRR},
volume = {abs/2206.08621},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08621},
doi = {10.48550/ARXIV.2206.08621},
eprinttype = {arXiv},
eprint = {2206.08621},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01709,
author = {Haolun Wu and
Chen Ma and
Yingxue Zhang and
Xue Liu and
Ruiming Tang and
Mark Coates},
title = {Adapting Triplet Importance of Implicit Feedback for Personalized
Recommendation},
journal = {CoRR},
volume = {abs/2208.01709},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01709},
doi = {10.48550/ARXIV.2208.01709},
eprinttype = {arXiv},
eprint = {2208.01709},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01849,
author = {Chang Meng and
Ziqi Zhao and
Wei Guo and
Yingxue Zhang and
Haolun Wu and
Chen Gao and
Dong Li and
Xiu Li and
Ruiming Tang},
title = {Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework
for Multi-Behavior Recommendation},
journal = {CoRR},
volume = {abs/2208.01849},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01849},
doi = {10.48550/ARXIV.2208.01849},
eprinttype = {arXiv},
eprint = {2208.01849},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04482,
author = {Fuyuan Lyu and
Xing Tang and
Hong Zhu and
Huifeng Guo and
Yingxue Zhang and
Ruiming Tang and
Xue Liu},
title = {OptEmbed: Learning Optimal Embedding Table for Click-through Rate
Prediction},
journal = {CoRR},
volume = {abs/2208.04482},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04482},
doi = {10.48550/ARXIV.2208.04482},
eprinttype = {arXiv},
eprint = {2208.04482},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05716,
author = {Yuxiang Shi and
Yue Ding and
Bo Chen and
Yuyang Huang and
Ruiming Tang and
Dong Wang},
title = {Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation},
journal = {CoRR},
volume = {abs/2208.05716},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05716},
doi = {10.48550/ARXIV.2208.05716},
eprinttype = {arXiv},
eprint = {2208.05716},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01860,
author = {Zhenhua Dong and
Zhe Wang and
Jun Xu and
Ruiming Tang and
Jirong Wen},
title = {A Brief History of Recommender Systems},
journal = {CoRR},
volume = {abs/2209.01860},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01860},
doi = {10.48550/ARXIV.2209.01860},
eprinttype = {arXiv},
eprint = {2209.01860},
timestamp = {Sun, 20 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09890,
author = {Xiangyang Li and
Bo Chen and
Huifeng Guo and
Jingjie Li and
Chenxu Zhu and
Xiang Long and
Sujian Li and
Yichao Wang and
Wei Guo and
Longxia Mao and
Jinxing Liu and
Zhenhua Dong and
Ruiming Tang},
title = {IntTower: the Next Generation of Two-Tower Model for Pre-Ranking System},
journal = {CoRR},
volume = {abs/2210.09890},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09890},
doi = {10.48550/ARXIV.2210.09890},
eprinttype = {arXiv},
eprint = {2210.09890},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14577,
author = {Hengyu Zhang and
Enming Yuan and
Wei Guo and
Zhicheng He and
Jiarui Qin and
Huifeng Guo and
Bo Chen and
Xiu Li and
Ruiming Tang},
title = {Disentangling Past-Future Modeling in Sequential Recommendation via
Dual Networks},
journal = {CoRR},
volume = {abs/2210.14577},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14577},
doi = {10.48550/ARXIV.2210.14577},
eprinttype = {arXiv},
eprint = {2210.14577},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06370,
author = {Haolun Wu and
Yingxue Zhang and
Chen Ma and
Wei Guo and
Ruiming Tang and
Xue Liu and
Mark Coates},
title = {Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation},
journal = {CoRR},
volume = {abs/2211.06370},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06370},
doi = {10.48550/ARXIV.2211.06370},
eprinttype = {arXiv},
eprint = {2211.06370},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09303,
author = {Yunjia Xi and
Jianghao Lin and
Weiwen Liu and
Xinyi Dai and
Weinan Zhang and
Rui Zhang and
Ruiming Tang and
Yong Yu},
title = {A Bird's-eye View of Reranking: from List Level to Page Level},
journal = {CoRR},
volume = {abs/2211.09303},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09303},
doi = {10.48550/ARXIV.2211.09303},
eprinttype = {arXiv},
eprint = {2211.09303},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05735,
author = {Shiwei Li and
Huifeng Guo and
Lu Hou and
Wei Zhang and
Xing Tang and
Ruiming Tang and
Rui Zhang and
Ruixuan Li},
title = {Adaptive Low-Precision Training for Embeddings in Click-Through Rate
Prediction},
journal = {CoRR},
volume = {abs/2212.05735},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05735},
doi = {10.48550/ARXIV.2212.05735},
eprinttype = {arXiv},
eprint = {2212.05735},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MaHZZTLZHY21,
author = {Handong Ma and
Jiawei Hou and
Chenxu Zhu and
Weinan Zhang and
Ruiming Tang and
Jincai Lai and
Jieming Zhu and
Xiuqiang He and
Yong Yu},
title = {{QA4PRF:} {A} Question Answering Based Framework for Pseudo Relevance
Feedback},
journal = {{IEEE} Access},
volume = {9},
pages = {139303--139314},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3118600},
doi = {10.1109/ACCESS.2021.3118600},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MaHZZTLZHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingSCLLLTW21,
author = {Yue Ding and
Yuxiang Shi and
Bo Chen and
Chenghua Lin and
Hongtao Lu and
Jie Li and
Ruiming Tang and
Dong Wang},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Semi-deterministic and Contrastive Variational Graph Autoencoder for
Recommendation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {382--391},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482390},
doi = {10.1145/3459637.3482390},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DingSCLLLTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiDCXWSTW21,
author = {Yunzhe Li and
Yue Ding and
Bo Chen and
Xin Xin and
Yule Wang and
Yuxiang Shi and
Ruiming Tang and
Dong Wang},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Extracting Attentive Social Temporal Excitation for Sequential Recommendation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {998--1007},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482257},
doi = {10.1145/3459637.3482257},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiDCXWSTW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Chen0LTGZYZH21,
author = {Bo Chen and
Yichao Wang and
Zhirong Liu and
Ruiming Tang and
Wei Guo and
Hongkun Zheng and
Weiwei Yao and
Muyu Zhang and
Xiuqiang He},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Enhancing Explicit and Implicit Feature Interactions via Information
Sharing for Parallel Deep {CTR} Models},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3757--3766},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481915},
doi = {10.1145/3459637.3481915},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Chen0LTGZYZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangQGTH21,
author = {Weinan Zhang and
Jiarui Qin and
Wei Guo and
Ruiming Tang and
Xiuqiang He},
editor = {Zhi{-}Hua Zhou},
title = {Deep Learning for Click-Through Rate Estimation},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4695--4703},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/636},
doi = {10.24963/IJCAI.2021/636},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangQGTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoSTGZLTH21,
author = {Wei Guo and
Rong Su and
Renhao Tan and
Huifeng Guo and
Yingxue Zhang and
Zhirong Liu and
Ruiming Tang and
Xiuqiang He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Dual Graph enhanced Embedding Neural Network for {CTR} Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {496--504},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467384},
doi = {10.1145/3447548.3467384},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoSTGZLTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Qin0SLLTHY21,
author = {Jiarui Qin and
Weinan Zhang and
Rong Su and
Zhirong Liu and
Weiwen Liu and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Retrieval {\&} Interaction Machine for Tabular Data Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1379--1389},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467216},
doi = {10.1145/3447548.3467216},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Qin0SLLTHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoCTZLH21,
author = {Huifeng Guo and
Bo Chen and
Ruiming Tang and
Weinan Zhang and
Zhenguo Li and
Xiuqiang He},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {An Embedding Learning Framework for Numerical Features in {CTR} Prediction},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2910--2918},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467077},
doi = {10.1145/3447548.3467077},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuoCTZLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuLZJWTRAZ21,
author = {Xiaoqiang Zhu and
Kuang{-}chih Lee and
Guorui Zhou and
Biye Jiang and
Zhe Wang and
Ruiming Tang and
Kan Ren and
Qingyao Ai and
Weinan Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {3rd International Workshop on Deep Learning Practice for High-Dimensional
Sparse Data with {KDD} 2021},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4187--4188},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469444},
doi = {10.1145/3447548.3469444},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuLZJWTRAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/LinLZ0CTLF021,
author = {Yunfeng Lin and
Guilin Li and
Xing Zhang and
Weinan Zhang and
Bo Chen and
Ruiming Tang and
Zhenguo Li and
Jiashi Feng and
Yong Yu},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {ModularNAS: Towards Modularized and Reusable Neural Architecture Search},
booktitle = {Proceedings of Machine Learning and Systems 2021, MLSys 2021, virtual,
April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper/2021/hash/8f14e45fceea167a5a36dedd4bea2543-Abstract.html},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/LinLZ0CTLF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LaiSZHZTYL21,
author = {Hang Lai and
Jian Shen and
Weinan Zhang and
Yimin Huang and
Xing Zhang and
Ruiming Tang and
Yong Yu and
Zhenguo Li},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {On Effective Scheduling of Model-based Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3694--3705},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/1e4d36177d71bbb3558e43af9577d70e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LaiSZHZTYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangYSLHZTL21,
author = {Weinan Zhang and
Zhengyu Yang and
Jian Shen and
Minghuan Liu and
Yimin Huang and
Xing Zhang and
Ruiming Tang and
Zhenguo Li},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning to Build High-Fidelity and Robust Environment Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {104--121},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_7},
doi = {10.1007/978-3-030-86486-6\_7},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangYSLHZTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LinLD00THHY21,
author = {Jianghao Lin and
Weiwen Liu and
Xinyi Dai and
Weinan Zhang and
Shuai Li and
Ruiming Tang and
Xiuqiang He and
Jianye Hao and
Yong Yu},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {A Graph-Enhanced Click Model for Web Search},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1259--1268},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462895},
doi = {10.1145/3404835.3462895},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LinLD00THHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GuoGGTHL21,
author = {Huifeng Guo and
Wei Guo and
Yong Gao and
Ruiming Tang and
Xiuqiang He and
Wenzhi Liu},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {ScaleFreeCTR: MixCache-based Distributed Training System for {CTR}
Models with Huge Embedding Table},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1269--1278},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462976},
doi = {10.1145/3404835.3462976},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GuoGGTHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DaiL00LTHHWY21,
author = {Xinyi Dai and
Jianghao Lin and
Weinan Zhang and
Shuai Li and
Weiwen Liu and
Ruiming Tang and
Xiuqiang He and
Jianye Hao and
Jun Wang and
Yong Yu},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {An Adversarial Imitation Click Model for Information Retrieval},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1809--1820},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449913},
doi = {10.1145/3442381.3449913},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DaiL00LTHHWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04849,
author = {Chen Ma and
Liheng Ma and
Yingxue Zhang and
Ruiming Tang and
Xue Liu and
Mark Coates},
title = {Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation},
journal = {CoRR},
volume = {abs/2101.04849},
year = {2021},
url = {https://arxiv.org/abs/2101.04849},
eprinttype = {arXiv},
eprint = {2101.04849},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06077,
author = {Xinyi Dai and
Jianghao Lin and
Weinan Zhang and
Shuai Li and
Weiwen Liu and
Ruiming Tang and
Xiuqiang He and
Jianye Hao and
Jun Wang and
Yong Yu},
title = {An Adversarial Imitation Click Model for Information Retrieval},
journal = {CoRR},
volume = {abs/2104.06077},
year = {2021},
url = {https://arxiv.org/abs/2104.06077},
eprinttype = {arXiv},
eprint = {2104.06077},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08542,
author = {Huifeng Guo and
Wei Guo and
Yong Gao and
Ruiming Tang and
Xiuqiang He and
Wenzhi Liu},
title = {ScaleFreeCTR: MixCache-based Distributed Training System for {CTR}
Models with Huge Embedding Table},
journal = {CoRR},
volume = {abs/2104.08542},
year = {2021},
url = {https://arxiv.org/abs/2104.08542},
eprinttype = {arXiv},
eprint = {2104.08542},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10584,
author = {Weinan Zhang and
Jiarui Qin and
Wei Guo and
Ruiming Tang and
Xiuqiang He},
title = {Deep Learning for Click-Through Rate Estimation},
journal = {CoRR},
volume = {abs/2104.10584},
year = {2021},
url = {https://arxiv.org/abs/2104.10584},
eprinttype = {arXiv},
eprint = {2104.10584},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00314,
author = {Wei Guo and
Rong Su and
Renhao Tan and
Huifeng Guo and
Yingxue Zhang and
Zhirong Liu and
Ruiming Tang and
Xiuqiang He},
title = {Dual Graph enhanced Embedding Neural Network for {CTR} Prediction},
journal = {CoRR},
volume = {abs/2106.00314},
year = {2021},
url = {https://arxiv.org/abs/2106.00314},
eprinttype = {arXiv},
eprint = {2106.00314},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04873,
author = {Xiangli Yang and
Qing Liu and
Rong Su and
Ruiming Tang and
Zhirong Liu and
Xiuqiang He},
title = {AutoFT: Automatic Fine-Tune for Parameters Transfer Learning in Click-Through
Rate Prediction},
journal = {CoRR},
volume = {abs/2106.04873},
year = {2021},
url = {https://arxiv.org/abs/2106.04873},
eprinttype = {arXiv},
eprint = {2106.04873},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13386,
author = {Weiwen Liu and
Feng Liu and
Ruiming Tang and
Ben Liao and
Guangyong Chen and
Pheng{-}Ann Heng},
title = {Balancing Accuracy and Fairness for Interactive Recommendation with
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2106.13386},
year = {2021},
url = {https://arxiv.org/abs/2106.13386},
eprinttype = {arXiv},
eprint = {2106.13386},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01265,
author = {Fuyuan Lyu and
Xing Tang and
Huifeng Guo and
Ruiming Tang and
Xiuqiang He and
Rui Zhang and
Xue Liu},
title = {Memorize, Factorize, or be Na{\"{\i}}ve: Learning Optimal Feature
Interaction Methods for {CTR} Prediction},
journal = {CoRR},
volume = {abs/2108.01265},
year = {2021},
url = {https://arxiv.org/abs/2108.01265},
eprinttype = {arXiv},
eprint = {2108.01265},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05252,
author = {Jiarui Qin and
Weinan Zhang and
Rong Su and
Zhirong Liu and
Weiwen Liu and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
title = {Retrieval {\&} Interaction Machine for Tabular Data Prediction},
journal = {CoRR},
volume = {abs/2108.05252},
year = {2021},
url = {https://arxiv.org/abs/2108.05252},
eprinttype = {arXiv},
eprint = {2108.05252},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13539,
author = {Yunzhe Li and
Yue Ding and
Bo Chen and
Xin Xin and
Yule Wang and
Yuxiang Shi and
Ruiming Tang and
Dong Wang},
title = {Extracting Attentive Social Temporal Excitation for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2109.13539},
year = {2021},
url = {https://arxiv.org/abs/2109.13539},
eprinttype = {arXiv},
eprint = {2109.13539},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09059,
author = {Yunjia Xi and
Weiwen Liu and
Xinyi Dai and
Ruiming Tang and
Weinan Zhang and
Qing Liu and
Xiuqiang He and
Yong Yu},
title = {Context-aware Reranking with Utility Maximization for Recommendation},
journal = {CoRR},
volume = {abs/2110.09059},
year = {2021},
url = {https://arxiv.org/abs/2110.09059},
eprinttype = {arXiv},
eprint = {2110.09059},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12681,
author = {Yong Gao and
Huifeng Guo and
Dandan Lin and
Yingxue Zhang and
Ruiming Tang and
Xiuqiang He},
title = {Content Filtering Enriched {GNN} Framework for News Recommendation},
journal = {CoRR},
volume = {abs/2110.12681},
year = {2021},
url = {https://arxiv.org/abs/2110.12681},
eprinttype = {arXiv},
eprint = {2110.12681},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03318,
author = {Chenxu Zhu and
Bo Chen and
Weinan Zhang and
Jincai Lai and
Ruiming Tang and
Xiuqiang He and
Zhenguo Li and
Yong Yu},
title = {{AIM:} Automatic Interaction Machine for Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2111.03318},
year = {2021},
url = {https://arxiv.org/abs/2111.03318},
eprinttype = {arXiv},
eprint = {2111.03318},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08229,
author = {Handong Ma and
Jiawei Hou and
Chenxu Zhu and
Weinan Zhang and
Ruiming Tang and
Jincai Lai and
Jieming Zhu and
Xiuqiang He and
Yong Yu},
title = {{QA4PRF:} {A} Question Answering based Framework for Pseudo Relevance
Feedback},
journal = {CoRR},
volume = {abs/2111.08229},
year = {2021},
url = {https://arxiv.org/abs/2111.08229},
eprinttype = {arXiv},
eprint = {2111.08229},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08550,
author = {Hang Lai and
Jian Shen and
Weinan Zhang and
Yimin Huang and
Xing Zhang and
Ruiming Tang and
Yong Yu and
Zhenguo Li},
title = {On Effective Scheduling of Model-based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2111.08550},
year = {2021},
url = {https://arxiv.org/abs/2111.08550},
eprinttype = {arXiv},
eprint = {2111.08550},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15068,
author = {Wei Guo and
Can Zhang and
Zhicheng He and
Jiarui Qin and
Huifeng Guo and
Bo Chen and
Ruiming Tang and
Xiuqiang He and
Rui Zhang},
title = {{MISS:} Multi-Interest Self-Supervised Learning Framework for Click-Through
Rate Prediction},
journal = {CoRR},
volume = {abs/2111.15068},
year = {2021},
url = {https://arxiv.org/abs/2111.15068},
eprinttype = {arXiv},
eprint = {2111.15068},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-15068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01944,
author = {Yankai Chen and
Yifei Zhang and
Yingxue Zhang and
Huifeng Guo and
Jingjie Li and
Ruiming Tang and
Xiuqiang He and
Irwin King},
title = {Towards Low-loss 1-bit Quantization of User-item Representations for
Top-K Recommendation},
journal = {CoRR},
volume = {abs/2112.01944},
year = {2021},
url = {https://arxiv.org/abs/2112.01944},
eprinttype = {arXiv},
eprint = {2112.01944},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuTGLYH20,
author = {Feng Liu and
Ruiming Tang and
Huifeng Guo and
Xutao Li and
Yunming Ye and
Xiuqiang He},
title = {Top-aware reinforcement learning based recommendation},
journal = {Neurocomputing},
volume = {417},
pages = {255--269},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.07.057},
doi = {10.1016/J.NEUCOM.2020.07.057},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiuTGLYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuTLZYCGZH20,
author = {Feng Liu and
Ruiming Tang and
Xutao Li and
Weinan Zhang and
Yunming Ye and
Haokun Chen and
Huifeng Guo and
Yuzhou Zhang and
Xiuqiang He},
title = {State representation modeling for deep reinforcement learning based
recommendation},
journal = {Knowl. Based Syst.},
volume = {205},
pages = {106170},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106170},
doi = {10.1016/J.KNOSYS.2020.106170},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuTLZYCGZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenGTXDHW20,
author = {Bo Chen and
Wei Guo and
Ruiming Tang and
Xin Xin and
Yue Ding and
Xiuqiang He and
Dong Wang},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {{TGCN:} Tag Graph Convolutional Network for Tag-Aware Recommendation},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {155--164},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411927},
doi = {10.1145/3340531.3411927},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChenGTXDHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KhawarHTLLH20,
author = {Farhan Khawar and
Xu Hang and
Ruiming Tang and
Bin Liu and
Zhenguo Li and
Xiuqiang He},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {AutoFeature: Searching for Feature Interactions and Their Architectures
for Click-through Rate Prediction},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {625--634},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411912},
doi = {10.1145/3340531.3411912},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KhawarHTLLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuLTCHH20,
author = {Weiwen Liu and
Qing Liu and
Ruiming Tang and
Junyang Chen and
Xiuqiang He and
Pheng{-}Ann Heng},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Personalized Re-ranking with Item Relationships for E-commerce},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {925--934},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412332},
doi = {10.1145/3340531.3412332},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuLTCHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DaiHLXT0H0020,
author = {Xinyi Dai and
Jiawei Hou and
Qing Liu and
Yunjia Xi and
Ruiming Tang and
Weinan Zhang and
Xiuqiang He and
Jun Wang and
Yong Yu},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {U-rank: Utility-oriented Learning to Rank with Implicit Feedback},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2373--2380},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412756},
doi = {10.1145/3340531.3412756},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DaiHLXT0H0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XuZGGTC20,
author = {Yishi Xu and
Yingxue Zhang and
Wei Guo and
Huifeng Guo and
Ruiming Tang and
Mark Coates},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {GraphSAIL: Graph Structure Aware Incremental Learning for Recommender
Systems},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2861--2868},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412754},
doi = {10.1145/3340531.3412754},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XuZGGTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HongL0TWL020,
author = {Weijun Hong and
Guilin Li and
Weinan Zhang and
Ruiming Tang and
Yunhe Wang and
Zhenguo Li and
Yong Yu},
editor = {Christian Bessiere},
title = {DropNAS: Grouped Operation Dropout for Differentiable Architecture
Search},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2326--2332},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/322},
doi = {10.24963/IJCAI.2020/322},
timestamp = {Mon, 17 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HongL0TWL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaMZTLC20,
author = {Chen Ma and
Liheng Ma and
Yingxue Zhang and
Ruiming Tang and
Xue Liu and
Mark Coates},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1036--1044},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403147},
doi = {10.1145/3394486.3403147},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MaMZTLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunGZZRHGTYHC20,
author = {Jianing Sun and
Wei Guo and
Dengcheng Zhang and
Yingxue Zhang and
Florence Regol and
Yaochen Hu and
Huifeng Guo and
Ruiming Tang and
Han Yuan and
Xiuqiang He and
Mark Coates},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {A Framework for Recommending Accurate and Diverse Items Using Bayesian
Graph Convolutional Neural Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2030--2039},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403254},
doi = {10.1145/3394486.3403254},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SunGZZRHGTYHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZL0LTHL020,
author = {Bin Liu and
Chenxu Zhu and
Guilin Li and
Weinan Zhang and
Jincai Lai and
Ruiming Tang and
Xiuqiang He and
Zhenguo Li and
Yong Yu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {AutoFIS: Automatic Feature Interaction Selection in Factorization
Models for Click-Through Rate Prediction},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2636--2645},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403314},
doi = {10.1145/3394486.3403314},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuZL0LTHL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuLTLCH20,
author = {Weiwen Liu and
Feng Liu and
Ruiming Tang and
Ben Liao and
Guangyong Chen and
Pheng{-}Ann Heng},
editor = {Hady W. Lauw and
Raymond Chi{-}Wing Wong and
Alexandros Ntoulas and
Ee{-}Peng Lim and
See{-}Kiong Ng and
Sinno Jialin Pan},
title = {Balancing Between Accuracy and Fairness for Interactive Recommendation
with Reinforcement Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia
Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12084},
pages = {155--167},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47426-3\_13},
doi = {10.1007/978-3-030-47426-3\_13},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuLTLCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhouDC0RTH020,
author = {Sijin Zhou and
Xinyi Dai and
Haokun Chen and
Weinan Zhang and
Kan Ren and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Interactive Recommender System via Knowledge Graph-enhanced Reinforcement
Learning},
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 = {179--188},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401174},
doi = {10.1145/3397271.3401174},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhouDC0RTH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiuXGTZHL20,
author = {Bin Liu and
Niannan Xue and
Huifeng Guo and
Ruiming Tang and
Stefanos Zafeiriou and
Xiuqiang He and
Zhenguo Li},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order
Feature Interactions in {CTR} Prediction},
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 = {199--208},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401082},
doi = {10.1145/3397271.3401082},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiuXGTZHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SunZGGTHMC20,
author = {Jianing Sun and
Yingxue Zhang and
Wei Guo and
Huifeng Guo and
Ruiming Tang and
Xiuqiang He and
Chen Ma and
Mark Coates},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Neighbor Interaction Aware Graph Convolution Networks for Recommendation},
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 = {1289--1298},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401123},
doi = {10.1145/3397271.3401123},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SunZGGTHMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GuoZGTH20,
author = {Wei Guo and
Can Zhang and
Huifeng Guo and
Ruiming Tang and
Xiuqiang 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 = {Multi-Branch Convolutional Network for Context-Aware Recommendation},
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 = {1709--1712},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401218},
doi = {10.1145/3397271.3401218},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GuoZGTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MaoXZLTH20,
author = {Kelong Mao and
Xi Xiao and
Jieming Zhu and
Biao Lu and
Ruiming Tang and
Xiuqiang 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 = {Item Tagging for Information Retrieval: {A} Tripartite Graph Neural
Network based Approach},
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 = {2327--2336},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401438},
doi = {10.1145/3397271.3401438},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/MaoXZLTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiuGLTYH20,
author = {Feng Liu and
Huifeng Guo and
Xutao Li and
Ruiming Tang and
Yunming Ye and
Xiuqiang He},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {End-to-End Deep Reinforcement Learning based Recommendation with Supervised
Embedding},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {384--392},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371858},
doi = {10.1145/3336191.3371858},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LiuGLTYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuGGTYH20,
author = {Feng Liu and
Wei Guo and
Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Xiuqiang He},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Dual-attentional Factorization-Machines based Neural Network for User
Response Prediction},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {26--27},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3382680},
doi = {10.1145/3366424.3382680},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiuGGTYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00267,
author = {Jianing Sun and
Yingxue Zhang and
Chen Ma and
Mark Coates and
Huifeng Guo and
Ruiming Tang and
Xiuqiang He},
title = {Multi-Graph Convolution Collaborative Filtering},
journal = {CoRR},
volume = {abs/2001.00267},
year = {2020},
url = {http://arxiv.org/abs/2001.00267},
eprinttype = {arXiv},
eprint = {2001.00267},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11235,
author = {Bin Liu and
Chenxu Zhu and
Guilin Li and
Weinan Zhang and
Jincai Lai and
Ruiming Tang and
Xiuqiang He and
Zhenguo Li and
Yong Yu},
title = {AutoFIS: Automatic Feature Interaction Selection in Factorization
Models for Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2003.11235},
year = {2020},
url = {https://arxiv.org/abs/2003.11235},
eprinttype = {arXiv},
eprint = {2003.11235},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06390,
author = {Yichao Wang and
Xiangyu Zhang and
Zhirong Liu and
Zhenhua Dong and
Xinhua Feng and
Ruiming Tang and
Xiuqiang He},
title = {Personalized Re-ranking for Improving Diversity in Live Recommender
Systems},
journal = {CoRR},
volume = {abs/2004.06390},
year = {2020},
url = {https://arxiv.org/abs/2004.06390},
eprinttype = {arXiv},
eprint = {2004.06390},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10389,
author = {Sijin Zhou and
Xinyi Dai and
Haokun Chen and
Weinan Zhang and
Kan Ren and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
title = {Interactive Recommender System via Knowledge Graph-enhanced Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2006.10389},
year = {2020},
url = {https://arxiv.org/abs/2006.10389},
eprinttype = {arXiv},
eprint = {2006.10389},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11567,
author = {Kelong Mao and
Xi Xiao and
Jieming Zhu and
Biao Lu and
Ruiming Tang and
Xiuqiang He},
title = {Item Tagging for Information Retrieval: {A} Tripartite Graph Neural
Network based Approach},
journal = {CoRR},
volume = {abs/2008.11567},
year = {2020},
url = {https://arxiv.org/abs/2008.11567},
eprinttype = {arXiv},
eprint = {2008.11567},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13517,
author = {Yishi Xu and
Yingxue Zhang and
Wei Guo and
Huifeng Guo and
Ruiming Tang and
Mark Coates},
title = {GraphSAIL: Graph Structure Aware Incremental Learning for Recommender
Systems},
journal = {CoRR},
volume = {abs/2008.13517},
year = {2020},
url = {https://arxiv.org/abs/2008.13517},
eprinttype = {arXiv},
eprint = {2008.13517},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02147,
author = {Yichao Wang and
Huifeng Guo and
Ruiming Tang and
Zhirong Liu and
Xiuqiang He},
title = {A Practical Incremental Method to Train Deep {CTR} Models},
journal = {CoRR},
volume = {abs/2009.02147},
year = {2020},
url = {https://arxiv.org/abs/2009.02147},
eprinttype = {arXiv},
eprint = {2009.02147},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00550,
author = {Xinyi Dai and
Jiawei Hou and
Qing Liu and
Yunjia Xi and
Ruiming Tang and
Weinan Zhang and
Xiuqiang He and
Jun Wang and
Yong Yu},
title = {U-rank: Utility-oriented Learning to Rank with Implicit Feedback},
journal = {CoRR},
volume = {abs/2011.00550},
year = {2020},
url = {https://arxiv.org/abs/2011.00550},
eprinttype = {arXiv},
eprint = {2011.00550},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08986,
author = {Huifeng Guo and
Bo Chen and
Ruiming Tang and
Zhenguo Li and
Xiuqiang He},
title = {AutoDis: Automatic Discretization for Embedding Numerical Features
in {CTR} Prediction},
journal = {CoRR},
volume = {abs/2012.08986},
year = {2020},
url = {https://arxiv.org/abs/2012.08986},
eprinttype = {arXiv},
eprint = {2012.08986},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/QuFZTNGYH19,
author = {Yanru Qu and
Bohui Fang and
Weinan Zhang and
Ruiming Tang and
Minzhe Niu and
Huifeng Guo and
Yong Yu and
Xiuqiang He},
title = {Product-Based Neural Networks for User Response Prediction over Multi-Field
Categorical Data},
journal = {{ACM} Trans. Inf. Syst.},
volume = {37},
number = {1},
pages = {5:1--5:35},
year = {2019},
url = {https://doi.org/10.1145/3233770},
doi = {10.1145/3233770},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/QuFZTNGYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenDC0WTZ019,
author = {Haokun Chen and
Xinyi Dai and
Han Cai and
Weinan Zhang and
Xuejian Wang and
Ruiming Tang and
Yuzhou Zhang and
Yong Yu},
title = {Large-Scale Interactive Recommendation with Tree-Structured Policy
Gradient},
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 = {3312--3320},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013312},
doi = {10.1609/AAAI.V33I01.33013312},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenDC0WTZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiam/Han0LTZ19,
author = {Jianhua Han and
Yong Yu and
Feng Liu and
Ruiming Tang and
Yuzhou Zhang},
title = {Optimizing Ranking Algorithm in Recommender System via Deep Reinforcement
Learning},
booktitle = {International Conference on Artificial Intelligence and Advanced Manufacturing,
{AIAM} 2019, Dublin, Ireland, October 16-18, 2019},
pages = {22--26},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/AIAM48774.2019.00011},
doi = {10.1109/AIAM48774.2019.00011},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiam/Han0LTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunZMCGTH19,
author = {Jianing Sun and
Yingxue Zhang and
Chen Ma and
Mark Coates and
Huifeng Guo and
Ruiming Tang and
Xiuqiang He},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Multi-graph Convolution Collaborative Filtering},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1306--1311},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00165},
doi = {10.1109/ICDM.2019.00165},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SunZMCGTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuoTYLZ19,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Feng Liu and
Yuzhou Zhang},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {A Novel {KNN} Approach for Session-Based Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {381--393},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_30},
doi = {10.1007/978-3-030-16145-3\_30},
timestamp = {Thu, 23 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/GuoTYLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GuoYLTZ19,
author = {Huifeng Guo and
Jinkai Yu and
Qing Liu and
Ruiming Tang and
Yuzhou Zhang},
editor = {Toine Bogers and
Alan Said and
Peter Brusilovsky and
Domonkos Tikk},
title = {{PAL:} a position-bias aware learning framework for {CTR} prediction
in live recommender systems},
booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
pages = {452--456},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3298689.3347033},
doi = {10.1145/3298689.3347033},
timestamp = {Wed, 09 Oct 2019 14:20:04 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GuoYLTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GuoTGHYZ19,
author = {Wei Guo and
Ruiming Tang and
Huifeng Guo and
Jianhua Han and
Wen Yang and
Yuzhou Zhang},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Order-aware Embedding Neural Network for {CTR} Prediction},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {1121--1124},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331332},
doi = {10.1145/3331184.3331332},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GuoTGHYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuTCYGZ19,
author = {Bin Liu and
Ruiming Tang and
Yingzhi Chen and
Jinkai Yu and
Huifeng Guo and
Yuzhou Zhang},
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 = {Feature Generation by Convolutional Neural Network for Click-Through
Rate Prediction},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {1119--1129},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313497},
doi = {10.1145/3308558.3313497},
timestamp = {Sun, 22 Sep 2019 18:12:47 +0200},
biburl = {https://dblp.org/rec/conf/www/LiuTCYGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04447,
author = {Bin Liu and
Ruiming Tang and
Yingzhi Chen and
Jinkai Yu and
Huifeng Guo and
Yuzhou Zhang},
title = {Feature Generation by Convolutional Neural Network for Click-Through
Rate Prediction},
journal = {CoRR},
volume = {abs/1904.04447},
year = {2019},
url = {http://arxiv.org/abs/1904.04447},
eprinttype = {arXiv},
eprint = {1904.04447},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LiuTLYGH18,
author = {Feng Liu and
Ruiming Tang and
Xutao Li and
Yunming Ye and
Huifeng Guo and
Xiuqiang He},
editor = {Jian Pei and
Yannis Manolopoulos and
Shazia W. Sadiq and
Jianxin Li},
title = {Novel Approaches to Accelerating the Convergence Rate of Markov Decision
Process for Search Result Diversification},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference,
{DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10828},
pages = {184--200},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91458-9\_11},
doi = {10.1007/978-3-319-91458-9\_11},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/LiuTLYGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuTLYGHZ18,
author = {Weiwen Liu and
Ruiming Tang and
Jiajin Li and
Jinkai Yu and
Huifeng Guo and
Xiuqiang He and
Shengyu Zhang},
editor = {Sole Pera and
Michael D. Ekstrand and
Xavier Amatriain and
John O'Donovan},
title = {Field-aware probabilistic embedding neural network for {CTR} prediction},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {412--416},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240323.3240396},
doi = {10.1145/3240323.3240396},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/LiuTLYGHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08401,
author = {Feng Liu and
Ruiming Tang and
Xutao Li and
Yunming Ye and
Huifeng Guo and
Xiuqiang He},
title = {Novel Approaches to Accelerating the Convergence Rate of Markov Decision
Process for Search Result Diversification},
journal = {CoRR},
volume = {abs/1802.08401},
year = {2018},
url = {http://arxiv.org/abs/1802.08401},
eprinttype = {arXiv},
eprint = {1802.08401},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03502,
author = {Minzhe Niu and
Weinan Zhang and
Yanru Qu and
Xuezhi Cao and
Ruiming Tang and
Xiuqiang He and
Yong Yu},
title = {Collaborative Filtering with Graph-based Implicit Feedback},
journal = {CoRR},
volume = {abs/1803.03502},
year = {2018},
url = {http://arxiv.org/abs/1803.03502},
eprinttype = {arXiv},
eprint = {1803.03502},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04950,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Zhenguo Li and
Xiuqiang He and
Zhenhua Dong},
title = {DeepFM: An End-to-End Wide {\&} Deep Learning Framework for {CTR}
Prediction},
journal = {CoRR},
volume = {abs/1804.04950},
year = {2018},
url = {http://arxiv.org/abs/1804.04950},
eprinttype = {arXiv},
eprint = {1804.04950},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00311,
author = {Yanru Qu and
Bohui Fang and
Weinan Zhang and
Ruiming Tang and
Minzhe Niu and
Huifeng Guo and
Yong Yu and
Xiuqiang He},
title = {Product-based Neural Networks for User Response Prediction over Multi-field
Categorical Data},
journal = {CoRR},
volume = {abs/1807.00311},
year = {2018},
url = {http://arxiv.org/abs/1807.00311},
eprinttype = {arXiv},
eprint = {1807.00311},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05739,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Feng Liu and
Yuzhou Zhang},
title = {An Adjustable Heat Conduction based {KNN} Approach for Session-based
Recommendation},
journal = {CoRR},
volume = {abs/1807.05739},
year = {2018},
url = {http://arxiv.org/abs/1807.05739},
eprinttype = {arXiv},
eprint = {1807.05739},
timestamp = {Thu, 23 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12027,
author = {Feng Liu and
Ruiming Tang and
Xutao Li and
Yunming Ye and
Haokun Chen and
Huifeng Guo and
Yuzhou Zhang},
title = {Deep Reinforcement Learning based Recommendation with Explicit User-Item
Interactions Modeling},
journal = {CoRR},
volume = {abs/1810.12027},
year = {2018},
url = {http://arxiv.org/abs/1810.12027},
eprinttype = {arXiv},
eprint = {1810.12027},
timestamp = {Thu, 23 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05869,
author = {Haokun Chen and
Xinyi Dai and
Han Cai and
Weinan Zhang and
Xuejian Wang and
Ruiming Tang and
Yuzhou Zhang and
Yong Yu},
title = {Large-scale Interactive Recommendation with Tree-structured Policy
Gradient},
journal = {CoRR},
volume = {abs/1811.05869},
year = {2018},
url = {http://arxiv.org/abs/1811.05869},
eprinttype = {arXiv},
eprint = {1811.05869},
timestamp = {Sun, 21 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04865,
author = {Qing Liu and
Tie Luo and
Ruiming Tang and
St{\'{e}}phane Bressan},
title = {An Efficient and Truthful Pricing Mechanism for Team Formation in
Crowdsourcing Markets},
journal = {CoRR},
volume = {abs/1812.04865},
year = {2018},
url = {http://arxiv.org/abs/1812.04865},
eprinttype = {arXiv},
eprint = {1812.04865},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-04865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/GuoTYLH17,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Zhenguo Li and
Xiuqiang He},
editor = {K. Sel{\c{c}}uk Candan and
Lei Chen and
Torben Bach Pedersen and
Lijun Chang and
Wen Hua},
title = {A Graph-Based Push Service Platform},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference,
{DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {10178},
pages = {636--648},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55699-4\_40},
doi = {10.1007/978-3-319-55699-4\_40},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/GuoTYLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoTYLH17,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Zhenguo Li and
Xiuqiang He},
editor = {Carles Sierra},
title = {DeepFM: {A} Factorization-Machine based Neural Network for {CTR} Prediction},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1725--1731},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/239},
doi = {10.24963/IJCAI.2017/239},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoTYLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GuoTYH17,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Xiuqiang He},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Holistic Neural Network for {CTR} Prediction},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {787--788},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054208},
doi = {10.1145/3041021.3054208},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GuoTYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuoTYLH17,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Zhenguo Li and
Xiuqiang He},
title = {DeepFM: {A} Factorization-Machine based Neural Network for {CTR} Prediction},
journal = {CoRR},
volume = {abs/1703.04247},
year = {2017},
url = {http://arxiv.org/abs/1703.04247},
eprinttype = {arXiv},
eprint = {1703.04247},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuoTYLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhuZCT16,
author = {Hong Zhu and
Caicai Zhang and
Zhongsheng Cao and
Ruiming Tang},
title = {On efficient conditioning of probabilistic relational databases},
journal = {Knowl. Based Syst.},
volume = {92},
pages = {112--126},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2015.10.017},
doi = {10.1016/J.KNOSYS.2015.10.017},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhuZCT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlsdkcs/TangASB16,
author = {Ruiming Tang and
Antoine Amarilli and
Pierre Senellart and
St{\'{e}}phane Bressan},
title = {A Framework for Sampling-Based {XML} Data Pricing},
journal = {Trans. Large Scale Data Knowl. Centered Syst.},
volume = {24},
pages = {116--138},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49214-7\_4},
doi = {10.1007/978-3-662-49214-7\_4},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlsdkcs/TangASB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuoTYLH16,
author = {Huifeng Guo and
Ruiming Tang and
Yunming Ye and
Zhenguo Li and
Xiuqiang He},
title = {A Graph-based Push Service Platform},
journal = {CoRR},
volume = {abs/1611.09496},
year = {2016},
url = {http://arxiv.org/abs/1611.09496},
eprinttype = {arXiv},
eprint = {1611.09496},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuoTYLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HeDCTY015,
author = {Xiuqiang He and
Wenyuan Dai and
Guoxiang Cao and
Ruiming Tang and
Mingxuan Yuan and
Qiang Yang},
title = {Mining target users for online marketing based on App Store data},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {1043--1052},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7363858},
doi = {10.1109/BIGDATA.2015.7363858},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HeDCTY015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/WuSTLB15,
author = {Huayu Wu and
Dongxu Shao and
Ruiming Tang and
Tok Wang Ling and
St{\'{e}}phane Bressan},
editor = {Qiming Chen and
Abdelkader Hameurlain and
Farouk Toumani and
Roland R. Wagner and
Hendrik Decker},
title = {Expressing and Processing Path-Centric {XML} Queries},
booktitle = {Database and Expert Systems Applications - 26th International Conference,
{DEXA} 2015, Valencia, Spain, September 1-4, 2015, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9262},
pages = {250--257},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22852-5\_21},
doi = {10.1007/978-3-319-22852-5\_21},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dexa/WuSTLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/LiuLTB15,
author = {Qing Liu and
Tie Luo and
Ruiming Tang and
St{\'{e}}phane Bressan},
title = {An efficient and truthful pricing mechanism for team formation in
crowdsourcing markets},
booktitle = {2015 {IEEE} International Conference on Communications, {ICC} 2015,
London, United Kingdom, June 8-12, 2015},
pages = {567--572},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICC.2015.7248382},
doi = {10.1109/ICC.2015.7248382},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/LiuLTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangWHB15,
author = {Ruiming Tang and
Huayu Wu and
Xiuqiang He and
St{\'{e}}phane Bressan},
title = {Valuating Queries for Data Trading in Modern Cities},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {414--421},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.11},
doi = {10.1109/ICDMW.2015.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangWHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/BaMTA14,
author = {Mouhamadou Lamine Ba and
S{\'{e}}bastien Montenez and
Ruiming Tang and
Talel Abdessalem},
editor = {Wook{-}Shin Han and
Mong{-}Li Lee and
Agus Muliantara and
Ngurah Agus Sanjaya and
Bernhard Thalheim and
Shuigeng Zhou},
title = {Integration of Web Sources Under Uncertainty and Dependencies Using
Probabilistic {XML}},
booktitle = {Database Systems for Advanced Applications - 19th International Conference,
{DASFAA} 2014, International Workshops: BDMA, DaMEN, {SIM} - 3 - ,
UnCrowd; Bali, Indonesia, April 21-24, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8505},
pages = {360--375},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-43984-5\_28},
doi = {10.1007/978-3-662-43984-5\_28},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/BaMTA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/TangSBW14,
author = {Ruiming Tang and
Dongxu Shao and
Mouhamadou Lamine Ba and
Huayu Wu},
editor = {Wook{-}Shin Han and
Mong{-}Li Lee and
Agus Muliantara and
Ngurah Agus Sanjaya and
Bernhard Thalheim and
Shuigeng Zhou},
title = {Conditioning Probabilistic Relational Data with Referential Constraints},
booktitle = {Database Systems for Advanced Applications - 19th International Conference,
{DASFAA} 2014, International Workshops: BDMA, DaMEN, {SIM} - 3 - ,
UnCrowd; Bali, Indonesia, April 21-24, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8505},
pages = {413--427},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-43984-5\_32},
doi = {10.1007/978-3-662-43984-5\_32},
timestamp = {Sat, 23 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/TangSBW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/TangASB14,
author = {Ruiming Tang and
Antoine Amarilli and
Pierre Senellart and
St{\'{e}}phane Bressan},
editor = {Hendrik Decker and
Lenka Lhotsk{\'{a}} and
Sebastian Link and
Marcus Spies and
Roland R. Wagner},
title = {Get a Sample for a Discount - Sampling-Based {XML} Data Pricing},
booktitle = {Database and Expert Systems Applications - 25th International Conference,
{DEXA} 2014, Munich, Germany, September 1-4, 2014. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8644},
pages = {20--34},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10073-9\_3},
doi = {10.1007/978-3-319-10073-9\_3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/TangASB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/ZhuZCTY14,
author = {Hong Zhu and
Caicai Zhang and
Zhongsheng Cao and
Ruiming Tang and
Mengyuan Yang},
editor = {Feifei Li and
Guoliang Li and
Seung{-}won Hwang and
Bin Yao and
Zhenjie Zhang},
title = {An Efficient Conditioning Method for Probabilistic Relational Databases},
booktitle = {Web-Age Information Management - 15th International Conference, {WAIM}
2014, Macau, China, June 16-18, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8485},
pages = {225--236},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08010-9\_25},
doi = {10.1007/978-3-319-08010-9\_25},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/waim/ZhuZCTY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WuTL13,
author = {Huayu Wu and
Ruiming Tang and
Tok Wang Ling},
editor = {Weiyi Meng and
Ling Feng and
St{\'{e}}phane Bressan and
Werner Winiwarter and
Wei Song},
title = {Querying Semi-structured Data with Mutual Exclusion},
booktitle = {Database Systems for Advanced Applications, 18th International Conference,
{DASFAA} 2013, Wuhan, China, April 22-25, 2013. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7825},
pages = {284--298},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37487-6\_23},
doi = {10.1007/978-3-642-37487-6\_23},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/WuTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/TangWBBV13,
author = {Ruiming Tang and
Huayu Wu and
Zhifeng Bao and
St{\'{e}}phane Bressan and
Patrick Valduriez},
editor = {Hendrik Decker and
Lenka Lhotsk{\'{a}} and
Sebastian Link and
Josef Basl and
A Min Tjoa},
title = {The Price Is Right - Models and Algorithms for Pricing Data},
booktitle = {Database and Expert Systems Applications - 24th International Conference,
{DEXA} 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8056},
pages = {380--394},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40173-2\_31},
doi = {10.1007/978-3-642-40173-2\_31},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dexa/TangWBBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/TangSBV13,
author = {Ruiming Tang and
Dongxu Shao and
St{\'{e}}phane Bressan and
Patrick Valduriez},
editor = {Hendrik Decker and
Lenka Lhotsk{\'{a}} and
Sebastian Link and
Josef Basl and
A Min Tjoa},
title = {What You Pay for Is What You Get},
booktitle = {Database and Expert Systems Applications - 24th International Conference,
{DEXA} 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8056},
pages = {395--409},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40173-2\_32},
doi = {10.1007/978-3-642-40173-2\_32},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/TangSBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/WuTLZB12,
author = {Huayu Wu and
Ruiming Tang and
Tok Wang Ling and
Yong Zeng and
St{\'{e}}phane Bressan},
editor = {Stephen W. Liddle and
Klaus{-}Dieter Schewe and
A Min Tjoa and
Xiaofang Zhou},
title = {A Hybrid Approach for General {XML} Query Processing},
booktitle = {Database and Expert Systems Applications - 23rd International Conference,
{DEXA} 2012, Vienna, Austria, September 3-6, 2012. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7446},
pages = {10--25},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32600-4\_3},
doi = {10.1007/978-3-642-32600-4\_3},
timestamp = {Wed, 20 Nov 2019 16:52:45 +0100},
biburl = {https://dblp.org/rec/conf/dexa/WuTLZB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/TangCWB12,
author = {Ruiming Tang and
Reynold Cheng and
Huayu Wu and
St{\'{e}}phane Bressan},
editor = {Stephen W. Liddle and
Klaus{-}Dieter Schewe and
A Min Tjoa and
Xiaofang Zhou},
title = {A Framework for Conditioning Uncertain Relational Data},
booktitle = {Database and Expert Systems Applications - 23rd International Conference,
{DEXA} 2012, Vienna, Austria, September 3-6, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7447},
pages = {71--87},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32597-7\_7},
doi = {10.1007/978-3-642-32597-7\_7},
timestamp = {Wed, 20 Nov 2019 16:52:45 +0100},
biburl = {https://dblp.org/rec/conf/dexa/TangCWB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/TangWNB11,
author = {Ruiming Tang and
Huayu Wu and
Sadegh Nobari and
St{\'{e}}phane Bressan},
editor = {Abdelkader Hameurlain and
Stephen W. Liddle and
Klaus{-}Dieter Schewe and
Xiaofang Zhou},
title = {Edit Distance between {XML} and Probabilistic {XML} Documents},
booktitle = {Database and Expert Systems Applications - 22nd International Conference,
{DEXA} 2011, Toulouse, France, August 29 - September 2, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6860},
pages = {448--456},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23088-2\_33},
doi = {10.1007/978-3-642-23088-2\_33},
timestamp = {Thu, 21 Nov 2019 11:10:44 +0100},
biburl = {https://dblp.org/rec/conf/dexa/TangWNB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/TangWB11,
author = {Ruiming Tang and
Huayu Wu and
St{\'{e}}phane Bressan},
editor = {Liwei Wang and
Jingjue Jiang and
Jiaheng Lu and
Liang Hong and
Bin Liu},
title = {Measuring {XML} Structured-ness with Entropy},
booktitle = {Web-Age Information Management - {WAIM} 2011 International Workshops:
{WGIM} 2011, {XMLDM} 2011, {SNA} 2011, Wuhan, China, September 14-16,
2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7142},
pages = {113--123},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28635-3\_10},
doi = {10.1007/978-3-642-28635-3\_10},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/waim/TangWB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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