Zou, Lixin
- Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems
2019/02/13 by Lixin Zou, Zou, Lixin, Long Xia +9 · 8 citations
Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques
- A Large Scale Search Dataset for Unbiased Learning to Rank
2022/07/07 by Lixin Zou, Zou, Lixin, Haitao Mao +11 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications
- One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems
2023/10/22 by Zuoli Tang, Tang, Zuoli, Zhaoxin Huan +15 · 9 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
- Pre-trained Language Model based Ranking in Baidu Search
2021/05/24 by Lixin Zou, Zou, Lixin, Shengqiang Zhang +19 · 5 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Evolutionary Reinforcement Learning: A Systematic Review and Future Directions
2024/02/20 by Lin, Yuanguo, Lin, Fan, Cai, Guorong +3 · 3 citations
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Whole Page Unbiased Learning to Rank
2022/10/19 by Haitao Mao, Lixin Zou, Mao, Haitao +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Text and Document Classification Technologies
- Toward Simulating Environments in Reinforcement Learning Based\n Recommendations
2019/06/27 by Xiangyu Zhao, Zhao, Xiangyu, Long Xia +7 · 3 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Recommender Systems and Techniques
- Efficient Sparse Attention needs Adaptive Token Release
2024/07/02 by Chaoran Zhang, Lixin Zou, Zhang, Chaoran +11 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
2025/09/23 by Lin, Xixun, Ning, Yucheng, Jingwen Zhang +39 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Unconfounded Propensity Estimation for Unbiased Ranking
2023/05/17 by Luo, Dan, Zou, Lixin, Ai, Qingyao +4 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR)