Wanyu Wang

2026

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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
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Bridging Personalization and AI: From RAG to Agent.
Pengyue Jia|Kevin Ros|Yichao Wang|Yi Wen|Jian Zhang|Jakob Nielsen|Xiaopeng Li|Lujun Fang|Yong Liu|Pengyue Jia|Yingyi Zhang|Yiming Yang|Jakob Nielsen|Ashwin Patil|Xiangyu Zhao|Derong Xu|Yi Wen|Jian Zhang|Yingyi Zhang|Yiming Yang|Wenlin Zhang|Wanyu Wang|Kevin Ros|Yichao Wang|Lujun Fang|Yong Liu|Ashwin Patil|Xiangyu Zhao
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
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LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training.
Ziwei Liu|Nawras Alkassab|Qidong Liu|Wlodek Zadrozny|Gerard Salton|Xiangyu Zhao|Tong Xu|Chin-Tser Huang|Tania Lorido-Botran|Wanyu Wang|Yejing Wang|Pengyue Jia|Tong Xu|Wlodek Zadrozny|Wei Huang|Chong Chen|Gerard Salton|Xiangyu Zhao
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
ProEchoMem: Enhancing Long Video Understanding via Multi-Trace Probe-Echo Memory.
Derong Xu|Mahmoud F. Sayed|Yanxin Chen|Tong Xu|Ani Nenkova|Xiangyu Zhao|Anna Shtok|Mahmoud F. Sayed|Yanxin Chen|Wanyu Wang|William Cox|Wanyu Wang|William Cox|Jonah Lynn Rivera|Pengyue Jia|Caitlin Christian-Lamb|Chao Zhang|Jonah Lynn Rivera|Pengyue Jia|Caitlin Christian-Lamb|Chao Zhang|Maolin Wang|Modassir Iqbal|Maolin Wang|Yulan He|Hongzhi Yin|Yiqi Wang|Douglas W. Oard|Modassir Iqbal|Katie Shilton|Jipeng Qiang|Yiqi Wang|Douglas W. Oard|Jipeng Qiang|Katie Shilton|Xuetao Wei|Yulan He|Hongzhi Yin|Tong Xu|Ani Nenkova|Anna Shtok|Xiangyu Zhao
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations.
Mengyang Ma|Xiaopeng Li|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
SAGE: Global Semantic Alignment with LLMs for Long-Tail Sequential Recommendation.
Maolin Wang|Tongshu Bian|Ziyan Wang|Xiaotong Jiang|Binhao Wang|Derong Xu|Wanyu Wang|Ruocheng Guo|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

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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
STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation.
Maolin Wang|Sheng Zhang|Ruocheng Guo|Wanyu Wang|Xuetao Wei|Zitao Liu|Hongzhi Yin|Yi Chang|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
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
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations.
Jingtong Gao|Bo Chen|Xiangyu Zhao|Weiwen Liu|Xiangyang Li|Yichao Wang|Wanyu Wang|Huifeng Guo|Ruiming Tang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation.
Yuhao Wang|Yichao Wang|Zichuan Fu|Xiangyang Li|Wanyu Wang|Yuyang Ye|Xiangyu Zhao|Huifeng Guo|Ruiming Tang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Efficient and Robust Regularized Federated Recommendation.
Langming Liu|Wanyu Wang|Xiangyu Zhao|Zijian Zhang|Chunxu Zhang|Shanru Lin|Yiqi Wang|Lixin Zou|Zitao Liu|Xuetao Wei|Hongzhi Yin|Qing Li
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.
Derong Xu|Ziheng Zhang|Zhihong Zhu|Zhenxi Lin|Qidong Liu|Xian Wu|Tong Xu|Wanyu Wang|Yuyang Ye|Xiangyu Zhao|Enhong Chen|Yefeng Zheng
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

doi dblp
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting.
Qian Ma|Zijian Zhang|Xiangyu Zhao|Haoliang Li|Hongwei Zhao|Yiqi Wang|Zitao Liu|Wanyu Wang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
MLPST: MLP is All You Need for Spatio-Temporal Prediction.
Zijian Zhang|Ze Huang|Zhiwei Hu|Xiangyu Zhao|Wanyu Wang|Zitao Liu|Junbo Zhang|S. Joe Qin|Hongwei Zhao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction.
Zijian Zhang|Xiangyu Zhao|Qidong Liu|Chunxu Zhang|Qian Ma|Wanyu Wang|Hongwei Zhao|Yiqi Wang|Zitao Liu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
AutoDPQ: Automated Differentiable Product Quantization for Embedding Compression.
Xin Gan|Yuhao Wang|Xiangyu Zhao|Wanyu Wang|Yiqi Wang|Zitao Liu
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems.
Langming Liu|Liu Cai|Chi Zhang|Xiangyu Zhao|Jingtong Gao|Wanyu Wang|Yifu Lv|Wenqi Fan|Yiqi Wang|Ming He|Zitao Liu|Qing Li
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
MMMLP: Multi-modal Multilayer Perceptron for Sequential Recommendations.
Jiahao Liang|Xiangyu Zhao|Muyang Li|Zijian Zhang|Wanyu Wang|Haochen Liu|Zitao Liu
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
AutoDenoise: Automatic Data Instance Denoising for Recommendations.
Weilin Lin|Xiangyu Zhao|Yejing Wang|Yuanshao Zhu|Wanyu Wang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
AutoMLP: Automated MLP for Sequential Recommendations.
Muyang Li|Zijian Zhang|Xiangyu Zhao|Wanyu Wang|Minghao Zhao|Runze Wu|Ruocheng Guo
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023