IR
Anthology
Community
Pengyue
Jia
2026
doi
dblp
A Survey of Personalization: From RAG to Agent.
Xiaopeng Li
|
Pengyue Jia
|
Derong Xu
|
Yi Wen
|
Yingyi Zhang
|
Wenlin Zhang
|
Wanyu Wang
|
Yichao Wang
|
Zhaocheng Du
|
Xiangyang Li
|
Yong Liu
|
Huifeng Guo
|
Ruiming Tang
|
Xiangyu Zhao
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 4
doi
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BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations.
Mengyang Ma
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Xiaopeng Li
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Wanyu Wang
|
Zhaocheng Du
|
Jingtong Gao
|
Pengyue Jia
|
Yuyang Ye
|
Yiqi Wang
|
Yunpeng Weng
|
Weihong Luo
|
Xiao Han
|
Xiangyu Zhao
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi
dblp
To Search or Not to Search: Aligning the Decision Boundary of Deep Search Agents via Causal Intervention.
Wenlin Zhang
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Kuicai Dong
|
Junyi Li
|
Yingyi Zhang
|
Xiaopeng Li
|
Pengyue Jia
|
Yi Wen
|
Derong Xu
|
Maolin Wang
|
Yichao Wang
|
Yong Liu
|
Xiangyu Zhao
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
2025
doi
dblp
Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-Agent LLMs.
Xiaopeng Li
|
Lixin Su
|
Pengyue Jia
|
Suqi Cheng
|
Junfeng Wang
|
Dawei Yin
|
Xiangyu Zhao
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
doi
dblp
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark.
Xiaopeng Li
|
Jingtong Gao
|
Pengyue Jia
|
Xiangyu Zhao
|
Yichao Wang
|
Wanyu Wang
|
Yejing Wang
|
Yuhao Wang
|
Huifeng Guo
|
Ruiming Tang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems.
Pengyue Jia
|
Zhaocheng Du
|
Yichao Wang
|
Xiangyu Zhao
|
Xiaopeng Li
|
Yuhao Wang
|
Qidong Liu
|
Huifeng Guo
|
Ruiming Tang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
Prompt Tuning as User Inherent Profile Inference Machine.
Yusheng Lu
|
Zhaocheng Du
|
Xiangyang Li
|
Pengyue Jia
|
Yejing Wang
|
Weiwen Liu
|
Yichao Wang
|
Huifeng Guo
|
Ruiming Tang
|
Zhenhua Dong
|
Yongrui Duan
|
Xiangyu Zhao
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
AgentIR: 2nd Workshop on Agent-based Information Retrieval.
Pengyue Jia
|
Qingpeng Cai
|
Xiangyu Zhao
|
Ling Pan
|
Xin Xin
|
Jin Huang
|
Weinan Zhang
|
Li Zhao
|
Dawei Yin
|
Grace Hui Yang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi
dblp
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models.
Yuhao Wang
|
Junwei Pan
|
Pengyue Jia
|
Wanyu Wang
|
Maolin Wang
|
Zhixiang Feng
|
Xiaotian Li
|
Jie Jiang
|
Xiangyu Zhao
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi
dblp
Joint Modeling in Deep Recommender Systems.
Pengyue Jia
|
Jingtong Gao
|
Yejing Wang
|
Yuhao Wang
|
Xiaopeng Li
|
Qidong Liu
|
Yichao Wang
|
Bo Chen
|
Huifeng Guo
|
Ruiming Tang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi
dblp
Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era.
Zijian Zhang
|
Hao Miao
|
Yuxuan Liang
|
Yan Zhao
|
Xiao Han
|
Pengyue Jia
|
Bin Yang
|
Christian S. Jensen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025