Exploration in policy optimization through multiple paths
Pan, Ling, Cai, Qingpeng, Huang, Longbo
Published in Autonomous agents and multi-agent systems (01.10.2021)
Published in Autonomous agents and multi-agent systems (01.10.2021)
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Journal Article
A Survey on Deep Reinforcement Learning for Data Processing and Analytics
Cai, Qingpeng, Cui, Can, Xiong, Yiyuan, Wang, Wei, Xie, Zhongle, Zhang, Meihui
Published in IEEE transactions on knowledge and data engineering (01.05.2023)
Published in IEEE transactions on knowledge and data engineering (01.05.2023)
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Journal Article
BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation
Zhang, Wenqiao, Zhu, Lei, Hallinan, James, Zhang, Shengyu, Makmur, Andrew, Cai, Qingpeng, Ooi, Beng Chin
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics
Cai, Qingpeng, Zheng, Kaiping, Ooi, Beng Chin, Wang, Wei, Yao, Chang
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE) (01.05.2022)
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE) (01.05.2022)
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Conference Proceeding
Complete decoding of TAL effectors for DNA recognition
Yang, Junjiao, Zhang, Yuan, Yuan, Pengfei, Zhou, Yuexin, Cai, Changzu, Ren, Qingpeng, Wen, Dingqiao, Chu, Coco, Qi, Hai, Wei, Wensheng
Published in Cell research (01.05.2014)
Published in Cell research (01.05.2014)
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Journal Article
DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems
Chen, Jiaju, Gao, Chongming, Yuan, Shuai, Liu, Shuchang, Cai, Qingpeng, Jiang, Peng
Year of Publication 22.08.2024
Year of Publication 22.08.2024
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Journal Article
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics
Cai, Qingpeng, Zheng, Kaiping, Jagadish, H. V, Ooi, Beng Chin, Yip, James
Year of Publication 20.06.2024
Year of Publication 20.06.2024
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Journal Article
AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement
Xue, Zhenghai, Cai, Qingpeng, Zuo, Tianyou, Yang, Bin, Hu, Lantao, Jiang, Peng, Gai, Kun, An, Bo
Year of Publication 05.10.2023
Year of Publication 05.10.2023
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Journal Article
KuaiSim: A Comprehensive Simulator for Recommender Systems
Zhao, Kesen, Liu, Shuchang, Cai, Qingpeng, Zhao, Xiangyu, Liu, Ziru, Zheng, Dong, Jiang, Peng, Gai, Kun
Year of Publication 22.09.2023
Year of Publication 22.09.2023
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Journal Article
A Large Language Model Enhanced Conversational Recommender System
Feng, Yue, Liu, Shuchang, Xue, Zhenghai, Cai, Qingpeng, Hu, Lantao, Jiang, Peng, Gai, Kun, Sun, Fei
Year of Publication 11.08.2023
Year of Publication 11.08.2023
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Journal Article
Future Impact Decomposition in Request-level Recommendations
Wang, Xiaobei, Liu, Shuchang, Wang, Xueliang, Cai, Qingpeng, Hu, Lantao, Li, Han, Jiang, Peng, Gai, Kun, Xie, Guangming
Published in arXiv.org (18.06.2024)
Published in arXiv.org (18.06.2024)
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Paper
Journal Article
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention
Liu, Ziru, Liu, Shuchang, Zhang, Zijian, Cai, Qingpeng, Zhao, Xiangyu, Zhao, Kesen, Hu, Lantao, Jiang, Peng, Gai, Kun
Published in arXiv.org (10.06.2024)
Published in arXiv.org (10.06.2024)
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Paper
Journal Article
Modeling User Retention through Generative Flow Networks
Liu, Ziru, Liu, Shuchang, Yang, Bin, Xue, Zhenghai, Cai, Qingpeng, Zhao, Xiangyu, Zhang, Zijian, Hu, Lantao, Li, Han, Jiang, Peng
Published in arXiv.org (10.06.2024)
Published in arXiv.org (10.06.2024)
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Paper
Journal Article
State Regularized Policy Optimization on Data with Dynamics Shift
Xue, Zhenghai, Cai, Qingpeng, Liu, Shuchang, Zheng, Dong, Jiang, Peng, Gai, Kun, An, Bo
Year of Publication 06.06.2023
Year of Publication 06.06.2023
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Journal Article
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
Zhang, Zijian, Liu, Shuchang, Yu, Jiaao, Cai, Qingpeng, Zhao, Xiangyu, Zhang, Chunxu, Liu, Ziru, Liu, Qidong, Zhao, Hongwei, Hu, Lantao, Jiang, Peng, Gai, Kun
Published in arXiv.org (12.05.2024)
Published in arXiv.org (12.05.2024)
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Journal Article