Qingpeng Cai

1. LLM-Powered User Simulator for Recommender System
   2024/12/22 by Z.Q. Zhang, Shuchang Liu, Zhang, Zijian +15 · 18 citations
   Computer Science · Engineering · #Recommender Systems and Techniques #IoT and Edge/Fog Computing #Smart Grid Energy Management
2. A Large Language Model Enhanced Conversational Recommender System
   2023/08/11 by Yue Feng, Shuchang Liu, Feng, Yue +13 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
3. Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce
   2020/05/25 by Jianxiong Wei, Wei, Jianxiong, Anxiang Zeng +9 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
4. PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement
   2022/12/06 by Wanqi Xue, Xue, Wanqi, Qingpeng Cai +13 · 5 citations
   Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics
5. Navigate the Unknown: Enhancing LLM Reasoning with Intrinsic Motivation Guided Exploration
   2025/05/23 by Jingtong Gao, Gao, Jingtong, Ling Pan +14 · 13 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
6. A Survey on Deep Reinforcement Learning for Data Processing and Analytics
   2021/08/10 by Qingpeng Cai, Cai, Qingpeng, Can Cui +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG)
7. From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
   2025/02/18 by Jian Jia, Jia, Jian, Jingtong Gao +15 · 5 citations
   Computer Science · #Semantic Web and Ontologies #Topic Modeling #Recommender Systems and Techniques
8. GAS: Generative Auto-bidding with Post-training Search
   2024/12/22 by Yewen Li, Li, Yewen, Jingtong Gao +14 · 3 citations
   Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Assembly Line Balancing Optimization #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
9. Random Policy Evaluation Uncovers Policies of Generative Flow Networks
   2024/06/04 by Haoran He, Emmanuel Bengio, He, Haoran +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG)
10. Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations
    2025/10/10 by Wang, Minmao, Xingchen Liu, Liu, Xingchen +12 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
11. PlatformBid: An Auto-Bidding Benchmark from a Unified Advertising Platform's Perspective
    2026/07/29 by Shengtian Yang, Yewen Li, Zhiyi Lyu +4
    Computer Science · #cs.LG