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ORCIDBibTeX records: Hongbo Deng
@inproceedings{DBLP:conf/wsdm/WenCTGWDXZLZL24,
author = {Yihua Wen and
Si Chen and
Yu Tian and
Wanxian Guan and
Pengjie Wang and
Hongbo Deng and
Jian Xu and
Bo Zheng and
Zihao Li and
Lixin Zou and
Chenliang Li},
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 = {Unified Visual Preference Learning for User Intent Understanding},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {816--825},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635858},
doi = {10.1145/3616855.3635858},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WenCTGWDXZLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FanGLB0GLDX023,
author = {Shuai Fan and
Jinping Gou and
Yang Li and
Jiaxing Bai and
Chen Lin and
Wanxian Guan and
Xubin Li and
Hongbo Deng and
Jian Xu and
Bo Zheng},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified
Graph Neural Network},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {514--523},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614794},
doi = {10.1145/3583780.3614794},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/FanGLB0GLDX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xv0GGLDXZ23,
author = {Guipeng Xv and
Chen Lin and
Wanxian Guan and
Jinping Gou and
Xubin Li and
Hongbo Deng and
Jian Xu and
Bo Zheng},
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 = {E-commerce Search via Content Collaborative Graph Neural Network},
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 = {2885--2897},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599320},
doi = {10.1145/3580305.3599320},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Xv0GGLDXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShengGCYHDJXZ23,
author = {Xiang{-}Rong Sheng and
Jingyue Gao and
Yueyao Cheng and
Siran Yang and
Shuguang Han and
Hongbo Deng and
Yuning Jiang and
Jian Xu and
Bo Zheng},
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 = {Joint Optimization of Ranking and Calibration with Contextualized
Hybrid Model},
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 = {4813--4822},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599851},
doi = {10.1145/3580305.3599851},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShengGCYHDJXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TianLCLD0ZWL23,
author = {Yu Tian and
Bofang Li and
Si Chen and
Xubin Li and
Hongbo Deng and
Jian Xu and
Bo Zheng and
Qian Wang and
Chenliang Li},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Multi-Scenario Ranking with Adaptive Feature Learning},
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 = {517--526},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591736},
doi = {10.1145/3539618.3591736},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/TianLCLD0ZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16732,
author = {Yu Tian and
Bofang Li and
Si Chen and
Xubin Li and
Hongbo Deng and
Jian Xu and
Bo Zheng and
Qian Wang and
Chenliang Li},
title = {Multi-Scenario Ranking with Adaptive Feature Learning},
journal = {CoRR},
volume = {abs/2306.16732},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16732},
doi = {10.48550/ARXIV.2306.16732},
eprinttype = {arXiv},
eprint = {2306.16732},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ZhaoHDCX22,
author = {Jiashu Zhao and
Jimmy Xiangji Huang and
Hongbo Deng and
Yi Chang and
Long Xia},
title = {Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic
Model for Web Search Personalization},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {3},
pages = {51:1--51:24},
year = {2022},
url = {https://doi.org/10.1145/3476106},
doi = {10.1145/3476106},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ZhaoHDCX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangSZJHDZ22,
author = {Zhao{-}Yu Zhang and
Xiang{-}Rong Sheng and
Yujing Zhang and
Biye Jiang and
Shuguang Han and
Hongbo Deng and
Bo Zheng},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Towards Understanding the Overfitting Phenomenon of Deep Click-Through
Rate Models},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2671--2680},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557479},
doi = {10.1145/3511808.3557479},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangSZJHDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenLZWLMHJXDZ22,
author = {Rihan Chen and
Bin Liu and
Han Zhu and
Yaoxuan Wang and
Qi Li and
Buting Ma and
Qingbo Hua and
Jun Jiang and
Yunlong Xu and
Hongbo Deng and
Bo Zheng},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Approximate Nearest Neighbor Search under Neural Similarity Metric
for Large-Scale Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3013--3022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557098},
doi = {10.1145/3511808.3557098},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChenLZWLMHJXDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LuJWWDXZ22,
author = {Yucheng Lu and
Qiang Ji and
Liang Wang and
Tianshu Wu and
Hongbo Deng and
Jian Xu and
Bo Zheng},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {{STARDOM:} Semantic Aware Deep Hierarchical Forecasting Model for
Search Traffic Prediction},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3352--3360},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557102},
doi = {10.1145/3511808.3557102},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LuJWWDXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZengHWDXZ22,
author = {Zhiyuan Zeng and
Yuzhi Huang and
Tianshu Wu and
Hongbo Deng and
Jian Xu and
Bo Zheng},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Graph-based Weakly Supervised Framework for Semantic Relevance Learning
in E-commerce},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3634--3643},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557143},
doi = {10.1145/3511808.3557143},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZengHWDXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangCXBHDZ22,
author = {Yujing Zhang and
Zhangming Chan and
Shuhao Xu and
Weijie Bian and
Shuguang Han and
Hongbo Deng and
Bo Zheng},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {{KEEP:} An Industrial Pre-Training Framework for Online Recommendation
via Knowledge Extraction and Plugging},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3684--3693},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557106},
doi = {10.1145/3511808.3557106},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangCXBHDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XvCLGBLDXZ22,
author = {Guipeng Xv and
Si Chen and
Chen Lin and
Wanxian Guan and
Xingyuan Bu and
Xubin Li and
Hongbo Deng and
Jian Xu and
Bo Zheng},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Visual Encoding and Debiasing for {CTR} Prediction},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4615--4619},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557721},
doi = {10.1145/3511808.3557721},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XvCLGBLDXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuBCRXHDZ22,
author = {Kailun Wu and
Weijie Bian and
Zhangming Chan and
Lejian Ren and
Shiming Xiang and
Shuguang Han and
Hongbo Deng and
Bo Zheng},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Adversarial Gradient Driven Exploration for Deep Click-Through Rate
Prediction},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2050--2058},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539461},
doi = {10.1145/3534678.3539461},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuBCRXHDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenCZZHDXZZX22,
author = {Chi Chen and
Hui Chen and
Kangzhi Zhao and
Junsheng Zhou and
Li He and
Hongbo Deng and
Jian Xu and
Bo Zheng and
Yong Zhang and
Chunxiao Xing},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{EXTR:} Click-Through Rate Prediction with Externalities in E-Commerce
Sponsored Search},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2732--2740},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539053},
doi = {10.1145/3534678.3539053},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenCZZHDXZZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGLLLLCXDZ22,
author = {Xinyi Liu and
Wanxian Guan and
Lianyun Li and
Hui Li and
Chen Lin and
Xubin Li and
Si Chen and
Jian Xu and
Hongbo Deng and
Bo Zheng},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Pretraining Representations of Multi-modal Multi-query E-commerce
Search},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3429--3437},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539200},
doi = {10.1145/3534678.3539200},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuGLLLLCXDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuZCRWYSCD0QZ22,
author = {Wenbo Su and
Yuanxing Zhang and
Yufeng Cai and
Kaixu Ren and
Pengjie Wang and
Huimin Yi and
Yue Song and
Jing Chen and
Hongbo Deng and
Jian Xu and
Lin Qu and
Bo Zheng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{GBA:} {A} Tuning-free Approach to Switch between Synchronous and
Asynchronous Training for Recommendation Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/be0a8ecf8b2743a4117557c5eca0fb79-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SuZCRWYSCD0QZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanWZLDXZ22,
author = {Bencheng Yan and
Pengjie Wang and
Kai Zhang and
Feng Li and
Hongbo Deng and
Jian Xu and
Bo Zheng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{APG:} Adaptive Parameter Generation Network for Click-Through Rate
Prediction},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9cd0c57170f48520749d5ae62838241f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YanWZLDXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LinZLWLDXZ22,
author = {Kaiyi Lin and
Xiang Zhang and
Feng Li and
Pengjie Wang and
Qingqing Long and
Hongbo Deng and
Jian Xu and
Bo Zheng},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Joint Optimization of Ad Ranking and Creative Selection},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2341--2346},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531855},
doi = {10.1145/3477495.3531855},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LinZLWLDXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BianWRPZXSZCMLX22,
author = {Weijie Bian and
Kailun Wu and
Lejian Ren and
Qi Pi and
Yujing Zhang and
Can Xiao and
Xiang{-}Rong Sheng and
Yong{-}Nan Zhu and
Zhangming Chan and
Na Mou and
Xinchen Luo and
Shiming Xiang and
Guorui Zhou and
Xiaoqiang Zhu and
Hongbo Deng},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {{CAN:} Feature Co-Action Network for Click-Through Rate Prediction},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {57--65},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498435},
doi = {10.1145/3488560.3498435},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BianWRPZXSZCMLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XieWYLDD022,
author = {Yiqing Xie and
Zhen Wang and
Carl Yang and
Yaliang Li and
Bolin Ding and
Hongbo Deng and
Jiawei Han},
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 = {KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging
Scenarios},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1301--1310},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512177},
doi = {10.1145/3485447.3512177},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/XieWYLDD022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangWCDW22,
author = {Aobo Yang and
Nan Wang and
Renqin Cai and
Hongbo Deng and
Hongning Wang},
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 = {Comparative Explanations of Recommendations},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3113--3123},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512031},
doi = {10.1145/3485447.3512031},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YangWCDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10226,
author = {Rihan Chen and
Bin Liu and
Han Zhu and
Yaoxuan Wang and
Qi Li and
Buting Ma and
Qingbo Hua and
Jun Jiang and
Yunlong Xu and
Hongbo Deng and
Bo Zheng},
title = {Approximate Nearest Neighbor Search under Neural Similarity Metric
for Large-Scale Recommendation},
journal = {CoRR},
volume = {abs/2202.10226},
year = {2022},
url = {https://arxiv.org/abs/2202.10226},
eprinttype = {arXiv},
eprint = {2202.10226},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11048,
author = {Wenbo Su and
Yuanxing Zhang and
Yufeng Cai and
Kaixu Ren and
Pengjie Wang and
Huimin Yi and
Yue Song and
Jing Chen and
Hongbo Deng and
Jian Xu and
Lin Qu and
Bo Zheng},
title = {{GBA:} {A} Tuning-free Approach to Switch between Synchronous and
Asynchronous Training for Recommendation Model},
journal = {CoRR},
volume = {abs/2205.11048},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11048},
doi = {10.48550/ARXIV.2205.11048},
eprinttype = {arXiv},
eprint = {2205.11048},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06164,
author = {Xiang{-}Rong Sheng and
Jingyue Gao and
Yueyao Cheng and
Siran Yang and
Shuguang Han and
Hongbo Deng and
Yuning Jiang and
Jian Xu and
Bo Zheng},
title = {Joint Optimization of Ranking and Calibration with Contextualized
Hybrid Model},
journal = {CoRR},
volume = {abs/2208.06164},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06164},
doi = {10.48550/ARXIV.2208.06164},
eprinttype = {arXiv},
eprint = {2208.06164},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10174,
author = {Yujing Zhang and
Zhangming Chan and
Shuhao Xu and
Weijie Bian and
Shuguang Han and
Hongbo Deng and
Bo Zheng},
title = {{KEEP:} An Industrial Pre-Training Framework for Online Recommendation
via Knowledge Extraction and Plugging},
journal = {CoRR},
volume = {abs/2208.10174},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10174},
doi = {10.48550/ARXIV.2208.10174},
eprinttype = {arXiv},
eprint = {2208.10174},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06053,
author = {Zhao{-}Yu Zhang and
Xiang{-}Rong Sheng and
Yujing Zhang and
Biye Jiang and
Shuguang Han and
Hongbo Deng and
Bo Zheng},
title = {Towards Understanding the Overfitting Phenomenon of Deep Click-Through
Rate Prediction Models},
journal = {CoRR},
volume = {abs/2209.06053},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06053},
doi = {10.48550/ARXIV.2209.06053},
eprinttype = {arXiv},
eprint = {2209.06053},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShengZZDDLYLZDZ21,
author = {Xiang{-}Rong Sheng and
Liqin Zhao and
Guorui Zhou and
Xinyao Ding and
Binding Dai and
Qiang Luo and
Siran Yang and
Jingshan Lv and
Chi Zhang and
Hongbo Deng and
Xiaoqiang Zhu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain
{CTR} Prediction},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4104--4113},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481941},
doi = {10.1145/3459637.3481941},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShengZZDDLYLZDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiCL0DZLT21,
author = {Houyi Li and
Zhihong Chen and
Chenliang Li and
Rong Xiao and
Hongbo Deng and
Peng Zhang and
Yongchao Liu and
Haihong Tang},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Path-based Deep Network for Candidate Item Matching in Recommenders},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1493--1502},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462878},
doi = {10.1145/3404835.3462878},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiCL0DZLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangXJCDY21,
author = {Junhao Zhang and
Weidi Xu and
Jianhui Ji and
Xi Chen and
Hongbo Deng and
Keping Yang},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Modeling Across-Context Attention For Long-Tail Query Classification
in E-commerce},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {58--66},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441822},
doi = {10.1145/3437963.3441822},
timestamp = {Wed, 07 Apr 2021 15:49:26 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangXJCDY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YangWDW21,
author = {Aobo Yang and
Nan Wang and
Hongbo Deng and
Hongning Wang},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Explanation as a Defense of Recommendation},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1029--1037},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441726},
doi = {10.1145/3437963.3441726},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YangWDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/NiuLLT0D21,
author = {Xichuan Niu and
Bofang Li and
Chenliang Li and
Jun Tan and
Rong Xiao and
Hongbo Deng},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Heterogeneous Graph Augmented Multi-Scenario Sharing Recommendation
with Tree-Guided Expert Networks},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {1038--1046},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441729},
doi = {10.1145/3437963.3441729},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/NiuLLT0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangMTDHZ21,
author = {Yatao Yang and
Biyu Ma and
Jun Tan and
Hongbo Deng and
Haikuan Huang and
Zibin Zheng},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {{FINN:} Feedback Interactive Neural Network for Intent Recommendation},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1949--1958},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450105},
doi = {10.1145/3442381.3450105},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YangMTDHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoTCYXD021,
author = {Shaowei Yao and
Jiwei Tan and
Xi Chen and
Keping Yang and
Rong Xiao and
Hongbo Deng and
Xiaojun Wan},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Learning a Product Relevance Model from Click-Through Data in E-Commerce},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2890--2899},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450129},
doi = {10.1145/3442381.3450129},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YaoTCYXD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09656,
author = {Aobo Yang and
Nan Wang and
Hongbo Deng and
Hongning Wang},
title = {Explanation as a Defense of Recommendation},
journal = {CoRR},
volume = {abs/2101.09656},
year = {2021},
url = {https://arxiv.org/abs/2101.09656},
eprinttype = {arXiv},
eprint = {2101.09656},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07098,
author = {Shaowei Yao and
Jiwei Tan and
Xi Chen and
Keping Yang and
Rong Xiao and
Hongbo Deng and
Xiaojun Wan},
title = {Learning a Product Relevance Model from Click-Through Data in E-Commerce},
journal = {CoRR},
volume = {abs/2102.07098},
year = {2021},
url = {https://arxiv.org/abs/2102.07098},
eprinttype = {arXiv},
eprint = {2102.07098},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08246,
author = {Houyi Li and
Zhihong Chen and
Chenliang Li and
Rong Xiao and
Hongbo Deng and
Peng Zhang and
Yongchao Liu and
Haihong Tang},
title = {Path-based Deep Network for Candidate Item Matching in Recommenders},
journal = {CoRR},
volume = {abs/2105.08246},
year = {2021},
url = {https://arxiv.org/abs/2105.08246},
eprinttype = {arXiv},
eprint = {2105.08246},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12512,
author = {Yule Wang and
Qiang Luo and
Yue Ding and
Dong Wang and
Hongbo Deng},
title = {DemiNet: Dependency-Aware Multi-Interest Network with Self-Supervised
Graph Learning for Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2109.12512},
year = {2021},
url = {https://arxiv.org/abs/2109.12512},
eprinttype = {arXiv},
eprint = {2109.12512},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00670,
author = {Aobo Yang and
Nan Wang and
Renqin Cai and
Hongbo Deng and
Hongning Wang},
title = {Comparative Explanations of Recommendations},
journal = {CoRR},
volume = {abs/2111.00670},
year = {2021},
url = {https://arxiv.org/abs/2111.00670},
eprinttype = {arXiv},
eprint = {2111.00670},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11136,
author = {Kailun Wu and
Weijie Bian and
Zhangming Chan and
Lejian Ren and
Shiming Xiang and
Shuguang Han and
Hongbo Deng and
Bo Zheng},
title = {Adversarial Gradient Driven Exploration for Deep Click-Through Rate
Prediction},
journal = {CoRR},
volume = {abs/2112.11136},
year = {2021},
url = {https://arxiv.org/abs/2112.11136},
eprinttype = {arXiv},
eprint = {2112.11136},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/NiuLL0SWDC20,
author = {Xichuan Niu and
Bofang Li and
Chenliang Li and
Rong Xiao and
Haochuan Sun and
Honggang Wang and
Hongbo Deng and
Zhenzhong Chen},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Gated Heterogeneous Graph Representation Learning for Shop Search
in E-commerce},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2165--2168},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412087},
doi = {10.1145/3340531.3412087},
timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
biburl = {https://dblp.org/rec/conf/cikm/NiuLL0SWDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangCCHYDZ20,
author = {Tong Zhang and
Baoliang Cui and
Zhen Cui and
Haikuan Huang and
Jian Yang and
Hongbo Deng and
Bo Zheng},
title = {Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping
Guide in E-Commerce Search},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1657--1666},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00147},
doi = {10.1109/ICDE48307.2020.00147},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhangCCHYDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenLQWLDDHLZ20,
author = {Daoyuan Chen and
Yaliang Li and
Minghui Qiu and
Zhen Wang and
Bofang Li and
Bolin Ding and
Hongbo Deng and
Jun Huang and
Wei Lin and
Jingren Zhou},
editor = {Christian Bessiere},
title = {AdaBERT: Task-Adaptive {BERT} Compression with Differentiable Neural
Architecture Search},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2463--2469},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/341},
doi = {10.24963/IJCAI.2020/341},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ChenLQWLDDHLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinTZDHC20,
author = {Di Yin and
Jiwei Tan and
Zhe Zhang and
Hongbo Deng and
Shujian Huang and
Jiajun Chen},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Learning to Generate Personalized Query Auto-Completions via a Multi-View
Multi-Task Attentive Approach},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2998--3007},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403350},
doi = {10.1145/3394486.3403350},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinTZDHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NiuLLXSDC20,
author = {Xichuan Niu and
Bofang Li and
Chenliang Li and
Rong Xiao and
Haochuan Sun and
Hongbo Deng and
Zhenzhong Chen},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {A Dual Heterogeneous Graph Attention Network to Improve Long-Tail
Performance for Shop Search in E-Commerce},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3405--3415},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403393},
doi = {10.1145/3394486.3403393},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/NiuLLXSDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhaoLXDS20,
author = {Cheng Zhao and
Chenliang Li and
Rong Xiao and
Hongbo Deng and
Aixin Sun},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {{CATN:} Cross-Domain Recommendation for Cold-Start Users via Aspect
Transfer Network},
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 = {229--238},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401169},
doi = {10.1145/3397271.3401169},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhaoLXDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChenXLYSD20,
author = {Zhihong Chen and
Rong Xiao and
Chenliang Li and
Gangfeng Ye and
Haochuan Sun and
Hongbo Deng},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {{ESAM:} Discriminative Domain Adaptation with Non-Displayed Items
to Improve Long-Tail Performance},
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 = {579--588},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401043},
doi = {10.1145/3397271.3401043},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ChenXLYSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04246,
author = {Daoyuan Chen and
Yaliang Li and
Minghui Qiu and
Zhen Wang and
Bofang Li and
Bolin Ding and
Hongbo Deng and
Jun Huang and
Wei Lin and
Jingren Zhou},
title = {AdaBERT: Task-Adaptive {BERT} Compression with Differentiable Neural
Architecture Search},
journal = {CoRR},
volume = {abs/2001.04246},
year = {2020},
url = {https://arxiv.org/abs/2001.04246},
eprinttype = {arXiv},
eprint = {2001.04246},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10545,
author = {Zhihong Chen and
Rong Xiao and
Chenliang Li and
Gangfeng Ye and
Haochuan Sun and
Hongbo Deng},
title = {{ESAM:} Discriminative Domain Adaptation with Non-Displayed Items
to Improve Long-Tail Performance},
journal = {CoRR},
volume = {abs/2005.10545},
year = {2020},
url = {https://arxiv.org/abs/2005.10545},
eprinttype = {arXiv},
eprint = {2005.10545},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10549,
author = {Cheng Zhao and
Chenliang Li and
Rong Xiao and
Hongbo Deng and
Aixin Sun},
title = {{CATN:} Cross-Domain Recommendation for Cold-Start Users via Aspect
Transfer Network},
journal = {CoRR},
volume = {abs/2005.10549},
year = {2020},
url = {https://arxiv.org/abs/2005.10549},
eprinttype = {arXiv},
eprint = {2005.10549},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangTDZLL19,
author = {Yatao Yang and
Jun Tan and
Hongbo Deng and
Zibin Zheng and
Yutong Lu and
Xiangke Liao},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {An Active and Deep Semantic Matching Framework for Query Rewrite in
E-Commercial Search Engine},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {309--318},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358012},
doi = {10.1145/3357384.3358012},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YangTDZLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuCWPHDHHW19,
author = {Qianlong Liu and
Baoliang Cui and
Zhongyu Wei and
Baolin Peng and
Haikuan Huang and
Hongbo Deng and
Jianye Hao and
Xuanjing Huang and
Kam{-}Fai Wong},
editor = {Sarit Kraus},
title = {Building Personalized Simulator for Interactive Search},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5109--5115},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/710},
doi = {10.24963/IJCAI.2019/710},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiuCWPHDHHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiZBDMN19,
author = {Cheng Li and
Mingyang Zhang and
Michael Bendersky and
Hongbo Deng and
Donald Metzler and
Marc Najork},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Multi-view Embedding-based Synonyms for Email Search},
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 = {575--584},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331250},
doi = {10.1145/3331184.3331250},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiZBDMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiaoWHHCDQG19,
author = {Fei Xiao and
Zhen Wang and
Haikuan Huang and
Jun Huang and
Xi Chen and
Hongbo Deng and
Minghui Qiu and
Xiaoli Gong},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {AliISA: Creating an Interactive Search Experience in E-commerce Platforms},
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 = {1305--1308},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331409},
doi = {10.1145/3331184.3331409},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/XiaoWHHCDQG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10720,
author = {Dong Xu and
Jianhui Ji and
Haikuan Huang and
Hongbo Deng and
Wu{-}Jun Li},
title = {Gated Group Self-Attention for Answer Selection},
journal = {CoRR},
volume = {abs/1905.10720},
year = {2019},
url = {http://arxiv.org/abs/1905.10720},
eprinttype = {arXiv},
eprint = {1905.10720},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangODC17,
author = {Yingfei Wang and
Hua Ouyang and
Hongbo Deng and
Yi Chang},
title = {Learning Online Trends for Interactive Query Auto-Completion},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {11},
pages = {2442--2454},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2738639},
doi = {10.1109/TKDE.2017.2738639},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangODC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiDCC17,
author = {Liangda Li and
Hongbo Deng and
Jianhui Chen and
Yi Chang},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Learning Parametric Models for Context-Aware Query Auto-Completion
via Hawkes Processes},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {131--139},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018698},
doi = {10.1145/3018661.3018698},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LiDCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiDDCBZ17,
author = {Liangda Li and
Hongbo Deng and
Anlei Dong and
Yi Chang and
Ricardo Baeza{-}Yates and
Hongyuan Zha},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Exploring Query Auto-Completion and Click Logs for Contextual-Aware
Web Search and Query Suggestion},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {539--548},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052593},
doi = {10.1145/3038912.3052593},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiDDCBZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinHTDZOCKDNLC16,
author = {Dawei Yin and
Yuening Hu and
Jiliang Tang and
Tim Daly Jr. and
Mianwei Zhou and
Hua Ouyang and
Jianhui Chen and
Changsung Kang and
Hongbo Deng and
Chikashi Nobata and
Jean{-}Marc Langlois and
Yi Chang},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Ranking Relevance in Yahoo Search},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {323--332},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939677},
doi = {10.1145/2939672.2939677},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinHTDZOCKDNLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GoyalGDC16,
author = {Amit Goyal and
Jianfeng Gao and
Hongbo Deng and
Yi Chang},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Query Understanding for Search on All Devices at {WSDM} 2016},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {691--692},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2855115},
doi = {10.1145/2835776.2855115},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GoyalGDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiDHDCZ16,
author = {Liangda Li and
Hongbo Deng and
Yunlong He and
Anlei Dong and
Yi Chang and
Hongyuan Zha},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Behavior Driven Topic Transition for Search Task Identification},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {555--565},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2883047},
doi = {10.1145/2872427.2883047},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiDHDCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangGBCHGD16,
author = {Aston Zhang and
Amit Goyal and
Ricardo Baeza{-}Yates and
Yi Chang and
Jiawei Han and
Carl A. Gunter and
Hongbo Deng},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Towards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware
Approach},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {579--590},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882977},
doi = {10.1145/2872427.2882977},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangGBCHGD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiDDCZB15,
author = {Liangda Li and
Hongbo Deng and
Anlei Dong and
Yi Chang and
Hongyuan Zha and
Ricardo Baeza{-}Yates},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {Analyzing User's Sequential Behavior in Query Auto-Completion via
Markov Processes},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {123--132},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767723},
doi = {10.1145/2766462.2767723},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiDDCZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangGKDDCGH15,
author = {Aston Zhang and
Amit Goyal and
Weize Kong and
Hongbo Deng and
Anlei Dong and
Yi Chang and
Carl A. Gunter and
Jiawei Han},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {adaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {143--152},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767697},
doi = {10.1145/2766462.2767697},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangGKDDCGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DengHLJWL14,
author = {Hongbo Deng and
Jiawei Han and
Hao Li and
Heng Ji and
Hongning Wang and
Yue Lu},
title = {Exploring and inferring user-user pseudo-friendship for sentiment
analysis with heterogeneous networks},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {308--321},
year = {2014},
url = {https://doi.org/10.1002/sam.11223},
doi = {10.1002/SAM.11223},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DengHLJWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/ChenWJDW14,
author = {Liang Chen and
Jian Wu and
Hengyi Jian and
Hongbo Deng and
Zhaohui Wu},
title = {Instant Recommendation for Web Services Composition},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {7},
number = {4},
pages = {586--598},
year = {2014},
url = {https://doi.org/10.1109/TSC.2013.32},
doi = {10.1109/TSC.2013.32},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/ChenWJDW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiDDCZ14,
author = {Liangda Li and
Hongbo Deng and
Anlei Dong and
Yi Chang and
Hongyuan Zha},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Identifying and labeling search tasks via query-based hawkes processes},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {731--740},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623679},
doi = {10.1145/2623330.2623679},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiDDCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiDWDCZ14,
author = {Yanen Li and
Anlei Dong and
Hongning Wang and
Hongbo Deng and
Yi Chang and
ChengXiang Zhai},
editor = {Shlomo Geva and
Andrew Trotman and
Peter Bruza and
Charles L. A. Clarke and
Kalervo J{\"{a}}rvelin},
title = {A two-dimensional click model for query auto-completion},
booktitle = {The 37th International {ACM} {SIGIR} Conference on Research and Development
in Information Retrieval, {SIGIR} '14, Gold Coast , QLD, Australia
- July 06 - 11, 2014},
pages = {455--464},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2600428.2609571},
doi = {10.1145/2600428.2609571},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiDWDCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/DengSCH14,
author = {Hongbo Deng and
Yizhou Sun and
Yi Chang and
Jiawei Han},
editor = {Charu C. Aggarwal},
title = {Probabilistic Models for Classification},
booktitle = {Data Classification: Algorithms and Applications},
pages = {65--86},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-4},
doi = {10.1201/B17320-4},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/DengSCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HuangSKQDS13,
author = {Jianbin Huang and
Heli Sun and
Jianmei Kang and
Junjie Qi and
Hongbo Deng and
Qinbao Song},
title = {{ESC:} An efficient synchronization-based clustering algorithm},
journal = {Knowl. Based Syst.},
volume = {40},
pages = {111--122},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2012.11.015},
doi = {10.1016/J.KNOSYS.2012.11.015},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/HuangSKQDS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuangSSDH13,
author = {Jianbin Huang and
Heli Sun and
Qinbao Song and
Hongbo Deng and
Jiawei Han},
title = {Revealing Density-Based Clustering Structure from the Core-Connected
Tree of a Network},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {8},
pages = {1876--1889},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.100},
doi = {10.1109/TKDE.2012.100},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HuangSSDH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DengHJLLW13,
author = {Hongbo Deng and
Jiawei Han and
Heng Ji and
Hao Li and
Yue Lu and
Hongning Wang},
title = {Exploring and Inferring User-User Pseudo-Friendship for Sentiment
Analysis with Heterogeneous Networks},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {378--386},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.42},
doi = {10.1137/1.9781611972832.42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DengHJLLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/DengH13,
author = {Hongbo Deng and
Jiawei Han},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Probabilistic Models for Clusterings},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {61--86},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Thu, 12 Mar 2020 11:24:04 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/DengH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/JiDH12,
author = {Heng Ji and
Hongbo Deng and
Jiawei Han},
title = {Uncertainty Reduction for Knowledge Discovery and Information Extraction
on the World Wide Web},
journal = {Proc. {IEEE}},
volume = {100},
number = {9},
pages = {2658--2674},
year = {2012},
url = {https://doi.org/10.1109/JPROC.2012.2190489},
doi = {10.1109/JPROC.2012.2190489},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/JiDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/DengKL12,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
title = {Enhanced Models for Expertise Retrieval Using Community-Aware Strategies},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {42},
number = {1},
pages = {93--106},
year = {2012},
url = {https://doi.org/10.1109/TSMCB.2011.2161980},
doi = {10.1109/TSMCB.2011.2161980},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/DengKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/CassidyJDZH12,
author = {Taylor Cassidy and
Heng Ji and
Hongbo Deng and
Jing Zheng and
Jiawei Han},
editor = {Tiziana Catarci and
Pamela Forner and
Djoerd Hiemstra and
Anselmo Pe{\~{n}}as and
Giuseppe Santucci},
title = {Analysis and Refinement of Cross-Lingual Entity Linking},
booktitle = {Information Access Evaluation. Multilinguality, Multimodality, and
Visual Analytics - Third International Conference of the {CLEF} Initiative,
{CLEF} 2012, Rome, Italy, September 17-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7488},
pages = {1--12},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33247-0\_1},
doi = {10.1007/978-3-642-33247-0\_1},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/clef/CassidyJDZH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HuangZJDWLAHLHV12,
author = {Hongzhao Huang and
Arkaitz Zubiaga and
Heng Ji and
Hongbo Deng and
Dong Wang and
Hieu Khac Le and
Tarek F. Abdelzaher and
Jiawei Han and
Alice Leung and
John P. Hancock and
Clare R. Voss},
editor = {Martin Kay and
Christian Boitet},
title = {Tweet Ranking Based on Heterogeneous Networks},
booktitle = {{COLING} 2012, 24th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, 8-15 December 2012,
Mumbai, India},
pages = {1239--1256},
publisher = {Indian Institute of Technology Bombay},
year = {2012},
url = {https://aclanthology.org/C12-1076/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/HuangZJDWLAHLHV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/DengHLK12,
author = {Hongbo Deng and
Jiawei Han and
Michael R. Lyu and
Irwin King},
editor = {Karim B. Boughida and
Barrie Howard and
Michael L. Nelson and
Herbert Van de Sompel and
Ingeborg S{\o}lvberg},
title = {Modeling and exploiting heterogeneous bibliographic networks for expertise
ranking},
booktitle = {Proceedings of the 12th {ACM/IEEE-CS} Joint Conference on Digital
Libraries, {JCDL} '12, Washington, DC, USA, June 10-14, 2012},
pages = {71--80},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2232817.2232833},
doi = {10.1145/2232817.2232833},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/DengHLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiWDWC12,
author = {Rui Li and
Shengjie Wang and
Hongbo Deng and
Rui Wang and
Kevin Chen{-}Chuan Chang},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Towards social user profiling: unified and discriminative influence
model for inferring home locations},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1023--1031},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339692},
doi = {10.1145/2339530.2339692},
timestamp = {Wed, 13 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiWDWC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/SunDH12,
author = {Yizhou Sun and
Hongbo Deng and
Jiawei Han},
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {Probabilistic Models for Text Mining},
booktitle = {Mining Text Data},
pages = {259--295},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-3223-4\_8},
doi = {10.1007/978-1-4614-3223-4\_8},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mining2012/SunDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengHZYL11,
author = {Hongbo Deng and
Jiawei Han and
Bo Zhao and
Yintao Yu and
Cindy Xide Lin},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Probabilistic topic models with biased propagation on heterogeneous
information networks},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1271--1279},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020600},
doi = {10.1145/2020408.2020600},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DengHZYL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DengZH11,
author = {Hongbo Deng and
Bo Zhao and
Jiawei Han},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {Collective topic modeling for heterogeneous networks},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {1109--1110},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2010073},
doi = {10.1145/2009916.2010073},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DengZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/CassidyCAJDRHRZ11,
author = {Taylor Cassidy and
Zheng Chen and
Javier Artiles and
Heng Ji and
Hongbo Deng and
Lev{-}Arie Ratinov and
Jiawei Han and
Dan Roth and
Jing Zheng},
title = {{CUNY-UIUC-SRI} {TAC-KBP2011} Entity Linking System Description},
booktitle = {Proceedings of the Fourth Text Analysis Conference, {TAC} 2011, Gaithersburg,
Maryland, USA, November 14-15, 2011},
publisher = {{NIST}},
year = {2011},
url = {https://tac.nist.gov/publications/2011/participant.papers/CUNY\_UIUC\_SRI.proceedings.pdf},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tac/CassidyCAJDRHRZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuangSHDSL10,
author = {Jianbin Huang and
Heli Sun and
Jiawei Han and
Hongbo Deng and
Yizhou Sun and
Yaguang Liu},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {{SHRINK:} a structural clustering algorithm for detecting hierarchical
communities in networks},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {219--228},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871469},
doi = {10.1145/1871437.1871469},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HuangSHDSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunHHDZF10,
author = {Heli Sun and
Jianbin Huang and
Jiawei Han and
Hongbo Deng and
Peixiang Zhao and
Boqin Feng},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {gSkeletonClu: Density-Based Network Clustering via Structure-Connected
Tree Division or Agglomeration},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {481--490},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.69},
doi = {10.1109/ICDM.2010.69},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunHHDZF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Deng09,
author = {Hongbo Deng},
title = {Web mining techniques for query log analysis and expertise retrieval},
school = {Chinese University of Hong Kong, Hong Kong},
year = {2009},
url = {http://library.cuhk.edu.hk/record=b6075418},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ndltd/Deng09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XinKDL09,
author = {Xin Xin and
Irwin King and
Hongbo Deng and
Michael R. Lyu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {A social recommendation framework based on multi-scale continuous
conditional random fields},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1247--1256},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646111},
doi = {10.1145/1645953.1646111},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XinKDL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DengKL09,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Enhancing expertise retrieval using community-aware strategies},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1733--1736},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646217},
doi = {10.1145/1645953.1646217},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DengKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DengLK09,
author = {Hongbo Deng and
Michael R. Lyu and
Irwin King},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {A generalized Co-HITS algorithm and its application to bipartite graphs},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {239--248},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557051},
doi = {10.1145/1557019.1557051},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DengLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DengKL09,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
editor = {James Allan and
Javed A. Aslam and
Mark Sanderson and
ChengXiang Zhai and
Justin Zobel},
title = {Entropy-biased models for query representation on the click graph},
booktitle = {Proceedings of the 32nd Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2009,
Boston, MA, USA, July 19-23, 2009},
pages = {339--346},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1571941.1572001},
doi = {10.1145/1571941.1572001},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DengKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DengLK09,
author = {Hongbo Deng and
Michael R. Lyu and
Irwin King},
editor = {Ricardo Baeza{-}Yates and
Paolo Boldi and
Berthier A. Ribeiro{-}Neto and
Berkant Barla Cambazoglu},
title = {Effective latent space graph-based re-ranking model with global consistency},
booktitle = {Proceedings of the Second International Conference on Web Search and
Web Data Mining, {WSDM} 2009, Barcelona, Spain, February 9-11, 2009},
pages = {212--221},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1498759.1498829},
doi = {10.1145/1498759.1498829},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/DengLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DengKL08,
author = {Hongbo Deng and
Irwin King and
Michael R. Lyu},
title = {Formal Models for Expert Finding on {DBLP} Bibliography Data},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {163--172},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.29},
doi = {10.1109/ICDM.2008.29},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DengKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DengZLK07,
author = {Hongbo Deng and
Jianke Zhu and
Michael R. Lyu and
Irwin King},
title = {Two-stage Multi-class AdaBoost for Facial Expression Recognition},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {3005--3010},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371439},
doi = {10.1109/IJCNN.2007.4371439},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DengZLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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