Wentao Shi

2026

doi dblp
A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems.
Yiming Zhu|Junfeng Pan|Zhihui Xie|Zheng Wu|Birger Larsen|Xu Liu|Ziyun Xu|Linhong Zhu|Xiaolu Zhang|Birger Larsen|Zheng Wu|Chenheli Hua|Xingmei Wang|Joena Zhang|Maarten de Rijke|Zhewei Wei|Petra Galuscáková|Qichao Que|Sirius Chen|Chenheli Hua|Xingmei Wang|Zhewei Wei|Silvester Yao|Sirius Chen|Petra Galuscáková|Qichao Que|Wentao Shi|Zhihui Xie|Junfeng Pan|Linhong Zhu|Xiaolu Zhang
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026

2025

doi dblp
Incremental Learning for LLM-based Tokenization and Recommendation.
Haihan Shi|Xinyu Lin|Wenjie Wang|Wentao Shi|Junwei Pan|Jie Jiang|Fuli Feng
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance.
Yuyang Zhao|Wentao Shi|Fuli Feng|Xiangnan He
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Process-Supervised LLM Recommenders via Flow-guided Tuning.
Chongming Gao|Mengyao Gao|Chenxiao Fan|Shuai Yuan|Wentao Shi|Xiangnan He
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
Debias Can Be Unreliable: Mitigating Bias in Evaluating Debiasing Recommendation.
Chengbing Wang|Wentao Shi|Jizhi Zhang|Wenjie Wang|Hang Pan|Fuli Feng
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Large Language Models are Learnable Planners for Long-Term Recommendation.
Wentao Shi|Xiangnan He|Yang Zhang|Chongming Gao|Xinyue Li|Jizhi Zhang|Qifan Wang|Fuli Feng
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation.
Wentao Shi|Chenxu Wang|Fuli Feng|Yang Zhang|Wenjie Wang|Junkang Wu|Xiangnan He
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Uplift Modeling for Target User Attacks on Recommender Systems.
Wenjie Wang|Changsheng Wang|Fuli Feng|Wentao Shi|Daizong Ding|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Towards Reliable and Efficient Long-Term Recommendation with Large Foundation Models.
Wentao Shi
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Improving Prostate Cancer Risk Prediction through Partial AUC Optimization.
Xinyuan Zhu|Xiaohan Ren|Wentao Shi|Changming Wang|Xuehan Liu|Yuqing Liu|Tao Tao|Fuli Feng
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
On the Theories Behind Hard Negative Sampling for Recommendation.
Wentao Shi|Jiawei Chen|Fuli Feng|Jizhi Zhang|Junkang Wu|Chongming Gao|Xiangnan He
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2021

doi dblp
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network.
Junkang Wu|Wentao Shi|Xuezhi Cao|Jiawei Chen|Wenqiang Lei|Fuzheng Zhang|Wei Wu|Xiangnan He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021