Xinyi Dai

1. How Can Recommender Systems Benefit from Large Language Models: A Survey
   2023/06/09 by Jianghao Lin, Xinyi Dai, Lin, Jianghao +22 · 36 citations
   Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
2. How Can Recommender Systems Benefit from Large Language Models: A Survey
   2024/07/13 by Jianghao Lin, Xinyi Dai, Yunjia Xi +11 · 27 citations
   Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
3. Multi-Level Interaction Reranking with User Behavior History
   2022/04/20 by Yunjia Xi, Xi, Yunjia, Weiwen Liu +15 · 8 citations
   Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
4. ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction
   2023/10/13 by Jianghao Lin, Lin, Jianghao, Bo Chen +17 · 8 citations
   Computer Science · #Topic Modeling #Recommender Systems and Techniques #Text Readability and Simplification
5. A Survey on Multi-Turn Interaction Capabilities of Large Language Models
   2025/01/17 by Chen Zhang, Zhang, Chen, Xinyi Dai +10 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
   2020/06/18 by Sijin Zhou, Xinyi Dai, Zhou, Sijin +13 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
7. Large-scale Interactive Recommendation with Tree-structured Policy Gradient
   2018/11/14 by Haokun Chen, Chen, Haokun, Xinyi Dai +13 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Reinforcement Learning in Robotics
8. RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
   2024/09/15 by Qingyao Li, Li, Qingyao, Wei Xia +13 · 7 citations
   Computer Science · #Natural Language Processing Techniques
9. Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation
   2024/08/07 by Jiachen Zhu, Jianghao Lin, Zhu, Jiachen +15 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
10. A Graph-Enhanced Click Model for Web Search
    2022/06/17 by Jianghao Lin, Lin, Jianghao, Weiwen Liu +15 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
11. Towards Return Parity in Markov Decision Processes
    2021/11/19 by Jianfeng Chi, Chi, Jianfeng, Jian Shen +9 · 1 citation
    Computer Science · Social Sciences · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
12. MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction
    2023/08/03 by Jianghao Lin, Yanru Qu, Lin, Jianghao +11 · 1 citation
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
13. Large Language Models Make Sample-Efficient Recommender Systems
    2024/06/04 by Jianghao Lin, Xinyi Dai, Lin, Jianghao +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
14. All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era
    2024/07/14 by Bo Chen, Xinyi Dai, Chen, Bo +20 · 1 citation
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Artificial Intelligence in Law
15. CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning
    2025/07/21 by Congmin Zheng, Jiachen Zhu, Zheng, Congmin +12 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling