Xiaolei Wang - RankMe

31 papers A* 6A 3Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Research for Recommender Systems. CoRR Kesha Ou, Chenghao Wu, Xiaolei Wang, Bowen Zheng, Wayne Xin Zhao, Weitao Li, Long Zhang, Sheng Chen, Ji-Rong Wen
2026	J	`jnl`	Improving LLM-based Recommendation with Self-Hard Negatives from Intermediate Layers. CoRR Bingqian Li, Bowen Zheng, Xiaolei Wang, Long Zhang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2026	J	`jnl`	RecNet: Self-Evolving Preference Propagation for Agentic Recommender Systems. CoRR Bingqian Li, Xiaolei Wang, Junyi Li, Weitao Li, Long Zhang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2025	A	`conf`	Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation. CIKM Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025	—	`conf`	DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning. NAACL (Long Papers) Xinyu Tang, Xiaolei Wang, Xin Zhao, Ji-Rong Wen
2025	J	`jnl`	DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation. CoRR Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025	A*	`conf`	Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning. ICLR Xiaolei Wang, Xinyu Tang, Junyi Li, Xin Zhao, Ji-Rong Wen
2025	J	`jnl`	LARES: Latent Reasoning for Sequential Recommendation. CoRR Enze Liu, Bowen Zheng, Xiaolei Wang, Wayne Xin Zhao, Jinpeng Wang, Sheng Chen, Ji-Rong Wen
2025	A*	`conf`	Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User. SIGIR Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2025	J	`jnl`	Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User. CoRR Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen
2025	A	`conf`	Twin-Flow Generative Ranking Network for Recommendation. CIKM Hao Guo, Erpeng Xue, Lei Huang, Shichao Wang, Xiaolei Wang, Lei Wang, Jinpeng Wang, Zeshun Li, Sheng Chen
2025	A*	`conf`	Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers. AAAI Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen
2025	—	`conf`	Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. ACL (1) Xinyu Tang, Xiaolei Wang, Zhihao Lv, Yingqian Min, Xin Zhao, Binbin Hu, Ziqi Liu, Zhiqiang Zhang
2025	J	`jnl`	Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. CoRR Xinyu Tang, Xiaolei Wang, Zhihao Lv, Yingqian Min, Wayne Xin Zhao, Binbin Hu, Ziqi Liu, Zhiqiang Zhang
2024	J	`jnl`	DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning. CoRR Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Ji-Rong Wen
2024	J	`jnl`	Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning. CoRR Xiaolei Wang, Xinyu Tang, Wayne Xin Zhao, Ji-Rong Wen
2024	—	`conf`	Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. ACL (1) Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen
2024	J	`jnl`	Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. CoRR Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen
2024	J	`jnl`	Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers. CoRR Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen
2024	J	`jnl`	YuLan: An Open-source Large Language Model. CoRR Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
2023	J	`jnl`	A Survey of Large Language Models. CoRR Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, Ji-Rong Wen
2023	A	`conf`	Alleviating the Long-Tail Problem in Conversational Recommender Systems. RecSys Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023	J	`jnl`	Alleviating the Long-Tail Problem in Conversational Recommender Systems. CoRR Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023	A*	`conf`	Improving Conversational Recommendation Systems via Counterfactual Data Simulation. KDD Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023	J	`jnl`	Improving Conversational Recommendation Systems via Counterfactual Data Simulation. CoRR Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen
2023	A*	`conf`	Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models. EMNLP Xiaolei Wang, Xinyu Tang, Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2023	J	`jnl`	Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models. CoRR Xiaolei Wang, Xinyu Tang, Wayne Xin Zhao, Jingyuan Wang, Ji-Rong Wen
2022	A*	`conf`	Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning. KDD Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2022	J	`jnl`	Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning. CoRR Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao
2021	—	`conf`	CRSLab: An Open-Source Toolkit for Building Conversational Recommender System. ACL (demo) Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
2021	J	`jnl`	CRSLab: An Open-Source Toolkit for Building Conversational Recommender System. CoRR Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen