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@article{DBLP:journals/pvldb/CaiZJOY24,
author = {Qingpeng Cai and
Kaiping Zheng and
H. V. Jagadish and
Beng Chin Ooi and
James Wei Luen Yip},
title = {CohortNet: Empowering Cohort Discovery for Interpretable Healthcare
Analytics},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {10},
pages = {2487--2500},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p2487-cai.pdf},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/CaiZJOY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Liu0YX0Z0HLJ24,
author = {Ziru Liu and
Shuchang Liu and
Bin Yang and
Zhenghai Xue and
Qingpeng Cai and
Xiangyu Zhao and
Zijian Zhang and
Lantao Hu and
Han Li and
Peng Jiang},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Modeling User Retention through Generative Flow Networks},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {5497--5508},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671531},
doi = {10.1145/3637528.3671531},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Liu0YX0Z0HLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Wang0W0HLJGX24,
author = {Xiaobei Wang and
Shuchang Liu and
Xueliang Wang and
Qingpeng Cai and
Lantao Hu and
Han Li and
Peng Jiang and
Kun Gai and
Guangming Xie},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Future Impact Decomposition in Request-level Recommendations},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {5905--5916},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671506},
doi = {10.1145/3637528.3671506},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Wang0W0HLJGX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/00010P0H00YY24,
author = {Qingpeng Cai and
Xiangyu Zhao and
Ling Pan and
Xin Xin and
Jin Huang and
Weinan Zhang and
Li Zhao and
Dawei Yin and
Grace Hui Yang},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {AgentIR: 1st Workshop on Agent-based Information Retrieval},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {3025--3028},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657989},
doi = {10.1145/3626772.3657989},
timestamp = {Sun, 06 Oct 2024 21:14:16 +0200},
biburl = {https://dblp.org/rec/conf/sigir/00010P0H00YY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Liu0Z00ZH0G24,
author = {Ziru Liu and
Shuchang Liu and
Zijian Zhang and
Qingpeng Cai and
Xiangyu Zhao and
Kesen Zhao and
Lantao Hu and
Peng Jiang and
Kun Gai},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {Sequential Recommendation for Optimizing Both Immediate Feedback and
Long-term Retention},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {1872--1882},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657829},
doi = {10.1145/3626772.3657829},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Liu0Z00ZH0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Zhang0Y00ZLLZH024,
author = {Zijian Zhang and
Shuchang Liu and
Jiaao Yu and
Qingpeng Cai and
Xiangyu Zhao and
Chunxu Zhang and
Ziru Liu and
Qidong Liu and
Hongwei Zhao and
Lantao Hu and
Peng Jiang and
Kun Gai},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {M\({}^{\mbox{3}}\)oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation
Framework},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {893--902},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657686},
doi = {10.1145/3626772.3657686},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Zhang0Y00ZLLZH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16108,
author = {Xiaobei Wang and
Shuchang Liu and
Xueliang Wang and
Qingpeng Cai and
Lantao Hu and
Han Li and
Peng Jiang and
Guangming Xie},
title = {Future Impact Decomposition in Request-level Recommendations},
journal = {CoRR},
volume = {abs/2401.16108},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16108},
doi = {10.48550/ARXIV.2401.16108},
eprinttype = {arXiv},
eprint = {2401.16108},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-03637,
author = {Ziru Liu and
Shuchang Liu and
Zijian Zhang and
Qingpeng Cai and
Xiangyu Zhao and
Kesen Zhao and
Lantao Hu and
Peng Jiang and
Kun Gai},
title = {Sequential Recommendation for Optimizing Both Immediate Feedback and
Long-term Retention},
journal = {CoRR},
volume = {abs/2404.03637},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.03637},
doi = {10.48550/ARXIV.2404.03637},
eprinttype = {arXiv},
eprint = {2404.03637},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-03637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18465,
author = {Zijian Zhang and
Shuchang Liu and
Jiaao Yu and
Qingpeng Cai and
Xiangyu Zhao and
Chunxu Zhang and
Ziru Liu and
Qidong Liu and
Hongwei Zhao and
Lantao Hu and
Peng Jiang and
Kun Gai},
title = {M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework},
journal = {CoRR},
volume = {abs/2404.18465},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18465},
doi = {10.48550/ARXIV.2404.18465},
eprinttype = {arXiv},
eprint = {2404.18465},
timestamp = {Tue, 04 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01901,
author = {Chunhui Li and
Cheng{-}Hao Liu and
Dianbo Liu and
Qingpeng Cai and
Ling Pan},
title = {Bifurcated Generative Flow Networks},
journal = {CoRR},
volume = {abs/2406.01901},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01901},
doi = {10.48550/ARXIV.2406.01901},
eprinttype = {arXiv},
eprint = {2406.01901},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02213,
author = {Haoran He and
Emmanuel Bengio and
Qingpeng Cai and
Ling Pan},
title = {Rectifying Reinforcement Learning for Reward Matching},
journal = {CoRR},
volume = {abs/2406.02213},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02213},
doi = {10.48550/ARXIV.2406.02213},
eprinttype = {arXiv},
eprint = {2406.02213},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06043,
author = {Ziru Liu and
Shuchang Liu and
Bin Yang and
Zhenghai Xue and
Qingpeng Cai and
Xiangyu Zhao and
Zijian Zhang and
Lantao Hu and
Han Li and
Peng Jiang},
title = {Modeling User Retention through Generative Flow Networks},
journal = {CoRR},
volume = {abs/2406.06043},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06043},
doi = {10.48550/ARXIV.2406.06043},
eprinttype = {arXiv},
eprint = {2406.06043},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14015,
author = {Qingpeng Cai and
Kaiping Zheng and
H. V. Jagadish and
Beng Chin Ooi and
James Wei Luen Yip},
title = {CohortNet: Empowering Cohort Discovery for Interpretable Healthcare
Analytics},
journal = {CoRR},
volume = {abs/2406.14015},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14015},
doi = {10.48550/ARXIV.2406.14015},
eprinttype = {arXiv},
eprint = {2406.14015},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-12470,
author = {Jiaju Chen and
Chongming Gao and
Shuai Yuan and
Shuchang Liu and
Qingpeng Cai and
Peng Jiang},
title = {DLCRec: {A} Novel Approach for Managing Diversity in LLM-Based Recommender
Systems},
journal = {CoRR},
volume = {abs/2408.12470},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.12470},
doi = {10.48550/ARXIV.2408.12470},
eprinttype = {arXiv},
eprint = {2408.12470},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-12470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaiCXWXZ23,
author = {Qingpeng Cai and
Can Cui and
Yiyuan Xiong and
Wei Wang and
Zhongle Xie and
Meihui Zhang},
title = {A Survey on Deep Reinforcement Learning for Data Processing and Analytics},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {4446--4465},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3155196},
doi = {10.1109/TKDE.2022.3155196},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CaiCXWXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Xue0ZZ0G023,
author = {Wanqi Xue and
Qingpeng Cai and
Ruohan Zhan and
Dong Zheng and
Peng Jiang and
Kun Gai and
Bo An},
title = {ResAct: Reinforcing Long-term Engagement in Sequential Recommendation
with Residual Actor},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=HmPOzJQhbwg},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Xue0ZZ0G023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/00060HSMZ0G23,
author = {Shuchang Liu and
Qingpeng Cai and
Zhankui He and
Bowen Sun and
Julian J. McAuley and
Dong Zheng and
Peng Jiang and
Kun Gai},
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 = {Generative Flow Network for Listwise 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 = {1524--1534},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599364},
doi = {10.1145/3580305.3599364},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/00060HSMZ0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xue0XS0ZJG023,
author = {Wanqi Xue and
Qingpeng Cai and
Zhenghai Xue and
Shuo Sun and
Shuchang Liu and
Dong Zheng and
Peng Jiang and
Kun Gai and
Bo An},
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 = {PrefRec: Recommender Systems with Human Preferences for Reinforcing
Long-term User Engagement},
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 = {2874--2884},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599473},
doi = {10.1145/3580305.3599473},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Xue0XS0ZJG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Xue00Z0G023,
author = {Zhenghai Xue and
Qingpeng Cai and
Shuchang Liu and
Dong Zheng and
Peng Jiang and
Kun Gai and
Bo An},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {State Regularized Policy Optimization on Data with Dynamics Shift},
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/67dd6a41bf9539cffc0fc0165e4d0616-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Xue00Z0G023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhao000LZJG23,
author = {Kesen Zhao and
Shuchang Liu and
Qingpeng Cai and
Xiangyu Zhao and
Ziru Liu and
Dong Zheng and
Peng Jiang and
Kun Gai},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {KuaiSim: {A} Comprehensive Simulator for Recommender Systems},
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/8c7f8f98f9a8f5650922dd4545254f28-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Tue, 04 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhao000LZJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/00010WZXYZJG23,
author = {Qingpeng Cai and
Shuchang Liu and
Xueliang Wang and
Tianyou Zuo and
Wentao Xie and
Bin Yang and
Dong Zheng and
Peng Jiang and
Kun Gai},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Reinforcing User Retention in a Billion Scale Short Video Recommender
System},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {421--426},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3584640},
doi = {10.1145/3543873.3584640},
timestamp = {Mon, 28 Aug 2023 21:17:11 +0200},
biburl = {https://dblp.org/rec/conf/www/00010WZXYZJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001XZX0ZWZXZJG23,
author = {Qingpeng Cai and
Zhenghai Xue and
Chi Zhang and
Wanqi Xue and
Shuchang Liu and
Ruohan Zhan and
Xueliang Wang and
Tianyou Zuo and
Wentao Xie and
Dong Zheng and
Peng Jiang and
Kun Gai},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Two-Stage Constrained Actor-Critic for Short Video Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {865--875},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583259},
doi = {10.1145/3543507.3583259},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/0001XZX0ZWZXZJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/00060SWJZJGZZ23,
author = {Shuchang Liu and
Qingpeng Cai and
Bowen Sun and
Yuhao Wang and
Ji Jiang and
Dong Zheng and
Peng Jiang and
Kun Gai and
Xiangyu Zhao and
Yongfeng Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Exploration and Regularization of the Latent Action Space in Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {833--844},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583244},
doi = {10.1145/3543507.3583244},
timestamp = {Mon, 11 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/00060SWJZJGZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuT0ZGLCHZJG23,
author = {Ziru Liu and
Jiejie Tian and
Qingpeng Cai and
Xiangyu Zhao and
Jingtong Gao and
Shuchang Liu and
Dayou Chen and
Tonghao He and
Dong Zheng and
Peng Jiang and
Kun Gai},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Multi-Task Recommendations with Reinforcement Learning},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1273--1282},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583467},
doi = {10.1145/3543507.3583467},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuT0ZGLCHZJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01680,
author = {Qingpeng Cai and
Zhenghai Xue and
Chi Zhang and
Wanqi Xue and
Shuchang Liu and
Ruohan Zhan and
Xueliang Wang and
Tianyou Zuo and
Wentao Xie and
Dong Zheng and
Peng Jiang and
Kun Gai},
title = {Two-Stage Constrained Actor-Critic for Short Video Recommendation},
journal = {CoRR},
volume = {abs/2302.01680},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01680},
doi = {10.48550/ARXIV.2302.01680},
eprinttype = {arXiv},
eprint = {2302.01680},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01724,
author = {Qingpeng Cai and
Shuchang Liu and
Xueliang Wang and
Tianyou Zuo and
Wentao Xie and
Bin Yang and
Dong Zheng and
Peng Jiang and
Kun Gai},
title = {Reinforcing User Retention in a Billion Scale Short Video Recommender
System},
journal = {CoRR},
volume = {abs/2302.01724},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01724},
doi = {10.48550/ARXIV.2302.01724},
eprinttype = {arXiv},
eprint = {2302.01724},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03328,
author = {Ziru Liu and
Jiejie Tian and
Qingpeng Cai and
Xiangyu Zhao and
Jingtong Gao and
Shuchang Liu and
Dayou Chen and
Tonghao He and
Dong Zheng and
Peng Jiang and
Kun Gai},
title = {Multi-Task Recommendations with Reinforcement Learning},
journal = {CoRR},
volume = {abs/2302.03328},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03328},
doi = {10.48550/ARXIV.2302.03328},
eprinttype = {arXiv},
eprint = {2302.03328},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03431,
author = {Shuchang Liu and
Qingpeng Cai and
Bowen Sun and
Yuhao Wang and
Ji Jiang and
Dong Zheng and
Kun Gai and
Peng Jiang and
Xiangyu Zhao and
Yongfeng Zhang},
title = {Exploration and Regularization of the Latent Action Space in Recommendation},
journal = {CoRR},
volume = {abs/2302.03431},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03431},
doi = {10.48550/ARXIV.2302.03431},
eprinttype = {arXiv},
eprint = {2302.03431},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02239,
author = {Shuchang Liu and
Qingpeng Cai and
Zhankui He and
Bowen Sun and
Julian J. McAuley and
Dong Zheng and
Peng Jiang and
Kun Gai},
title = {Generative Flow Network for Listwise Recommendation},
journal = {CoRR},
volume = {abs/2306.02239},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02239},
doi = {10.48550/ARXIV.2306.02239},
eprinttype = {arXiv},
eprint = {2306.02239},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03552,
author = {Zhenghai Xue and
Qingpeng Cai and
Shuchang Liu and
Dong Zheng and
Peng Jiang and
Kun Gai and
Bo An},
title = {State Regularized Policy Optimization on Data with Dynamics Shift},
journal = {CoRR},
volume = {abs/2306.03552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03552},
doi = {10.48550/ARXIV.2306.03552},
eprinttype = {arXiv},
eprint = {2306.03552},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06212,
author = {Yue Feng and
Shuchang Liu and
Zhenghai Xue and
Qingpeng Cai and
Lantao Hu and
Peng Jiang and
Kun Gai and
Fei Sun},
title = {A Large Language Model Enhanced Conversational Recommender System},
journal = {CoRR},
volume = {abs/2308.06212},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06212},
doi = {10.48550/ARXIV.2308.06212},
eprinttype = {arXiv},
eprint = {2308.06212},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12645,
author = {Kesen Zhao and
Shuchang Liu and
Qingpeng Cai and
Xiangyu Zhao and
Ziru Liu and
Dong Zheng and
Peng Jiang and
Kun Gai},
title = {KuaiSim: {A} Comprehensive Simulator for Recommender Systems},
journal = {CoRR},
volume = {abs/2309.12645},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12645},
doi = {10.48550/ARXIV.2309.12645},
eprinttype = {arXiv},
eprint = {2309.12645},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03984,
author = {Zhenghai Xue and
Qingpeng Cai and
Tianyou Zuo and
Bin Yang and
Lantao Hu and
Peng Jiang and
Kun Gai and
Bo An},
title = {AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term
User Engagement},
journal = {CoRR},
volume = {abs/2310.03984},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03984},
doi = {10.48550/ARXIV.2310.03984},
eprinttype = {arXiv},
eprint = {2310.03984},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangS0ZC00Z22,
author = {Wenqiao Zhang and
Haochen Shi and
Jiannan Guo and
Shengyu Zhang and
Qingpeng Cai and
Juncheng Li and
Sihui Luo and
Yueting Zhuang},
title = {{MAGIC:} Multimodal relAtional Graph adversarIal inferenCe for Diverse
and Unpaired Text-Based Image Captioning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {3335--3343},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i3.20243},
doi = {10.1609/AAAI.V36I3.20243},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangS0ZC00Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZHZMCO22,
author = {Wenqiao Zhang and
Lei Zhu and
James Hallinan and
Shengyu Zhang and
Andrew Makmur and
Qingpeng Cai and
Beng Chin Ooi},
title = {BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive
Pseudo Labeling and Informative Active Annotation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {20634--20644},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.02001},
doi = {10.1109/CVPR52688.2022.02001},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangZHZMCO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CaiZOWY22,
author = {Qingpeng Cai and
Kaiping Zheng and
Beng Chin Ooi and
Wei Wang and
Chang Yao},
title = {{ELDA:} Learning Explicit Dual-Interactions for Healthcare Analytics},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {393--406},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00034},
doi = {10.1109/ICDE53745.2022.00034},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/CaiZOWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02533,
author = {Wenqiao Zhang and
Lei Zhu and
James Hallinan and
Andrew Makmur and
Shengyu Zhang and
Qingpeng Cai and
Beng Chin Ooi},
title = {BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive
Pseudo Labeling and Informative Active Annotation},
journal = {CoRR},
volume = {abs/2203.02533},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02533},
doi = {10.48550/ARXIV.2203.02533},
eprinttype = {arXiv},
eprint = {2203.02533},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13248,
author = {Qingpeng Cai and
Ruohan Zhan and
Chi Zhang and
Jie Zheng and
Guangwei Ding and
Pinghua Gong and
Dong Zheng and
Peng Jiang},
title = {Constrained Reinforcement Learning for Short Video Recommendation},
journal = {CoRR},
volume = {abs/2205.13248},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13248},
doi = {10.48550/ARXIV.2205.13248},
eprinttype = {arXiv},
eprint = {2205.13248},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02620,
author = {Wanqi Xue and
Qingpeng Cai and
Ruohan Zhan and
Dong Zheng and
Peng Jiang and
Bo An},
title = {ResAct: Reinforcing Long-term Engagement in Sequential Recommendation
with Residual Actor},
journal = {CoRR},
volume = {abs/2206.02620},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02620},
doi = {10.48550/ARXIV.2206.02620},
eprinttype = {arXiv},
eprint = {2206.02620},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02779,
author = {Wanqi Xue and
Qingpeng Cai and
Zhenghai Xue and
Shuo Sun and
Shuchang Liu and
Dong Zheng and
Peng Jiang and
Bo An},
title = {PrefRec: Preference-based Recommender Systems for Reinforcing Long-term
User Engagement},
journal = {CoRR},
volume = {abs/2212.02779},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02779},
doi = {10.48550/ARXIV.2212.02779},
eprinttype = {arXiv},
eprint = {2212.02779},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/PanCH21,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
title = {Exploration in policy optimization through multiple paths},
journal = {Auton. Agents Multi Agent Syst.},
volume = {35},
number = {2},
pages = {33},
year = {2021},
url = {https://doi.org/10.1007/s10458-021-09518-6},
doi = {10.1007/S10458-021-09518-6},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/PanCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04526,
author = {Qingpeng Cai and
Can Cui and
Yiyuan Xiong and
Wei Wang and
Zhongle Xie and
Meihui Zhang},
title = {A Survey on Deep Reinforcement Learning for Data Processing and Analytics},
journal = {CoRR},
volume = {abs/2108.04526},
year = {2021},
url = {https://arxiv.org/abs/2108.04526},
eprinttype = {arXiv},
eprint = {2108.04526},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06558,
author = {Wenqiao Zhang and
Haochen Shi and
Jiannan Guo and
Shengyu Zhang and
Qingpeng Cai and
Juncheng Li and
Sihui Luo and
Yueting Zhuang},
title = {{MAGIC:} Multimodal relAtional Graph adversarIal inferenCe for Diverse
and Unpaired Text-based Image Captioning},
journal = {CoRR},
volume = {abs/2112.06558},
year = {2021},
url = {https://arxiv.org/abs/2112.06558},
eprinttype = {arXiv},
eprint = {2112.06558},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CaiPT20,
author = {Qingpeng Cai and
Ling Pan and
Pingzhong Tang},
title = {Deterministic Value-Policy Gradients},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3316--3323},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5732},
doi = {10.1609/AAAI.V34I04.5732},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CaiPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PanCH20,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Multi-Path Policy Optimization},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1001--1009},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398878},
doi = {10.5555/3398761.3398878},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/PanCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PanCM0H20,
author = {Ling Pan and
Qingpeng Cai and
Qi Meng and
Wei Chen and
Longbo Huang},
editor = {Christian Bessiere},
title = {Reinforcement Learning with Dynamic Boltzmann Softmax Updates},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1992--1998},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/276},
doi = {10.24963/IJCAI.2020/276},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PanCM0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PanCH20,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Softmax Deep Double Deterministic Policy Gradients},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/884d247c6f65a96a7da4d1105d584ddd-Abstract.html},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PanCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12206,
author = {Jianxiong Wei and
Anxiang Zeng and
Yueqiu Wu and
Peng Guo and
Qingsong Hua and
Qingpeng Cai},
title = {Generator and Critic: {A} Deep Reinforcement Learning Approach for
Slate Re-ranking in E-commerce},
journal = {CoRR},
volume = {abs/2005.12206},
year = {2020},
url = {https://arxiv.org/abs/2005.12206},
eprinttype = {arXiv},
eprint = {2005.12206},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09177,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
title = {Softmax Deep Double Deterministic Policy Gradients},
journal = {CoRR},
volume = {abs/2010.09177},
year = {2020},
url = {https://arxiv.org/abs/2010.09177},
eprinttype = {arXiv},
eprint = {2010.09177},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PanCFTH19,
author = {Ling Pan and
Qingpeng Cai and
Zhixuan Fang and
Pingzhong Tang and
Longbo Huang},
title = {A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike
Sharing Systems},
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 = {1393--1400},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011393},
doi = {10.1609/AAAI.V33I01.33011393},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PanCFTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PanCZPDHHT19,
author = {Feiyang Pan and
Qingpeng Cai and
Anxiang Zeng and
Chun{-}Xiang Pan and
Qing Da and
Hua{-}Lin He and
Qing He and
Pingzhong Tang},
title = {Policy Optimization with Model-Based Explorations},
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 = {4675--4682},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014675},
doi = {10.1609/AAAI.V33I01.33014675},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PanCZPDHHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PanCTZH19,
author = {Feiyang Pan and
Qingpeng Cai and
Pingzhong Tang and
Fuzhen Zhuang and
Qing He},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Policy Gradients for Contextual Recommendations},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {1421--1431},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313616},
doi = {10.1145/3308558.3313616},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/PanCTZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05926,
author = {Ling Pan and
Qingpeng Cai and
Qi Meng and
Wei Chen and
Longbo Huang and
Tie{-}Yan Liu},
title = {Reinforcement Learning with Dynamic Boltzmann Softmax Updates},
journal = {CoRR},
volume = {abs/1903.05926},
year = {2019},
url = {http://arxiv.org/abs/1903.05926},
eprinttype = {arXiv},
eprint = {1903.05926},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06639,
author = {Qingpeng Cai and
Will Hang and
Azalia Mirhoseini and
George Tucker and
Jingtao Wang and
Wei Wei},
title = {Reinforcement Learning Driven Heuristic Optimization},
journal = {CoRR},
volume = {abs/1906.06639},
year = {2019},
url = {http://arxiv.org/abs/1906.06639},
eprinttype = {arXiv},
eprint = {1906.06639},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03939,
author = {Qingpeng Cai and
Ling Pan and
Pingzhong Tang},
title = {Deterministic Value-Policy Gradients},
journal = {CoRR},
volume = {abs/1909.03939},
year = {2019},
url = {http://arxiv.org/abs/1909.03939},
eprinttype = {arXiv},
eprint = {1909.03939},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04207,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
title = {Multi-Path Policy Optimization},
journal = {CoRR},
volume = {abs/1911.04207},
year = {2019},
url = {http://arxiv.org/abs/1911.04207},
eprinttype = {arXiv},
eprint = {1911.04207},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/DongLZC18,
author = {Rongsheng Dong and
Libing Li and
Qingpeng Zhang and
Guoyong Cai},
title = {Information Diffusion on Social Media During Natural Disasters},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {5},
number = {1},
pages = {265--276},
year = {2018},
url = {https://doi.org/10.1109/TCSS.2017.2786545},
doi = {10.1109/TCSS.2017.2786545},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/DongLZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CaiFTZ18,
author = {Qingpeng Cai and
Aris Filos{-}Ratsikas and
Pingzhong Tang and
Yiwei Zhang},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Reinforcement Mechanism Design for Fraudulent Behaviour in e-Commerce},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {957--964},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11452},
doi = {10.1609/AAAI.V32I1.11452},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CaiFTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CaiTZ18,
author = {Qingpeng Cai and
Pingzhong Tang and
Yulong Zeng},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Ranking Mechanism Design for Price-setting Agents in E-commerce},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {1504--1512},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237925},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/CaiTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/CaiFTZ18,
author = {Qingpeng Cai and
Aris Filos{-}Ratsikas and
Pingzhong Tang and
Yiwei Zhang},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Reinforcement Mechanism Design for e-commerce},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1339--1348},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186039},
doi = {10.1145/3178876.3186039},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/CaiFTZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04162,
author = {Feiyang Pan and
Qingpeng Cai and
Pingzhong Tang and
Fuzhen Zhuang and
Qing He},
title = {Policy Gradients for Contextual Bandits},
journal = {CoRR},
volume = {abs/1802.04162},
year = {2018},
url = {http://arxiv.org/abs/1802.04162},
eprinttype = {arXiv},
eprint = {1802.04162},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04592,
author = {Ling Pan and
Qingpeng Cai and
Zhixuan Fang and
Pingzhong Tang and
Longbo Huang},
title = {Rebalancing Dockless Bike Sharing Systems},
journal = {CoRR},
volume = {abs/1802.04592},
year = {2018},
url = {http://arxiv.org/abs/1802.04592},
eprinttype = {arXiv},
eprint = {1802.04592},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03708,
author = {Qingpeng Cai and
Ling Pan and
Pingzhong Tang},
title = {Generalized deterministic policy gradient algorithms},
journal = {CoRR},
volume = {abs/1807.03708},
year = {2018},
url = {http://arxiv.org/abs/1807.03708},
eprinttype = {arXiv},
eprint = {1807.03708},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07350,
author = {Feiyang Pan and
Qingpeng Cai and
Anxiang Zeng and
Chun{-}Xiang Pan and
Qing Da and
Hua{-}Lin He and
Qing He and
Pingzhong Tang},
title = {Policy Optimization with Model-based Explorations},
journal = {CoRR},
volume = {abs/1811.07350},
year = {2018},
url = {http://arxiv.org/abs/1811.07350},
eprinttype = {arXiv},
eprint = {1811.07350},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiuCZ17,
author = {Chang Liu and
Qingpeng Cai and
Yukui Zhang},
editor = {Kate Larson and
Michael Winikoff and
Sanmay Das and
Edmund H. Durfee},
title = {Multi-armed Bandit Mechanism with Private Histories},
booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
pages = {1607--1609},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3091378},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LiuCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07607,
author = {Qingpeng Cai and
Aris Filos{-}Ratsikas and
Pingzhong Tang and
Yiwei Zhang},
title = {Reinforcement Mechanism Design for e-commerce},
journal = {CoRR},
volume = {abs/1708.07607},
year = {2017},
url = {http://arxiv.org/abs/1708.07607},
eprinttype = {arXiv},
eprint = {1708.07607},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/LiuCCDY16,
author = {Qingpeng Liu and
Hua Cai and
Guangqiu Chen and
Shuang Dou and
Yong Yang},
title = {An image mosaic method based on improving seam line},
booktitle = {12th International Conference on Natural Computation, Fuzzy Systems
and Knowledge Discovery, {ICNC-FSKD} 2016, Changsha, China, August
13-15, 2016},
pages = {414--418},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FSKD.2016.7603209},
doi = {10.1109/FSKD.2016.7603209},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/icnc/LiuCCDY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/CaiFT16,
author = {Qingpeng Cai and
Aris Filos{-}Ratsikas and
Pingzhong Tang},
editor = {Subbarao Kambhampati},
title = {Facility Location with Minimax Envy},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {137--143},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/027},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/CaiFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CaiFLT16,
author = {Qingpeng Cai and
Aris Filos{-}Ratsikas and
Chang Liu and
Pingzhong Tang},
editor = {Shilad Sen and
Werner Geyer and
Jill Freyne and
Pablo Castells},
title = {Mechanism Design for Personalized Recommender Systems},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {159--166},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2959100.2959135},
doi = {10.1145/2959100.2959135},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/CaiFLT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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