Xinyu Lin

2026

doi dblp
Verifiable Reasoning for LLM-based Generative Recommendation.
Xinyu Lin|Hanqing Zeng|Jui-Chi Ho|Hanchao Yu|Yinglong Xia|Jiang Zhang|Aashu Singh|Fei Liu|Wenjie Wang|Fuli Feng|Tat-Seng Chua|Qifan Wang
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment.
Jianfei Xiao|Ian Soboroff|Xiang Yu|Chengbing Wang|Zhaochun Ren|Ian Soboroff|Xiang Yu|Erli Meng|Kaining Liu|Fan Zhang|Chengbing Wang|Zhaochun Ren|Hongxun Ding|Wuqiang Zheng|Yang Zhang|Chenliang Li|Wenjie Wang|Bin Wang|Xinyu Lin|Aixin Sun|Fuli Feng|Erli Meng|Kaining Liu|Hongxun Ding|Fan Zhang|Yang Zhang|Chenliang Li|Wenjie Wang|Bin Wang|Aixin Sun|Fuli Feng|Xiangnan He
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
LLM Personalization: Foundations, Breakthroughs, and Frontiers.
Xiaoyan Zhao|Chengbing Wang|Tianqi He|Xinyu Lin|Kaiyuan Li|Zeyu Zhang|Chengbing Wang|Tianqi He|Bohao Wang|Shan Chen|Yang Zhang|Haitao Wang|Kaiyuan Li|Zeyu Zhang|Wenjie Wang|Qiang Liu|Shan Chen|Bohao Wang|Xingxing Wang|Fuli Feng|Yang Zhang|Haitao Wang|Wenjie Wang|Qiang Liu|Xingxing Wang|Fuli Feng
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking.
Xinyu Lin|Pengyuan Liu|Wenjie Wang|Yicheng Hu|Chen Xu|Fuli Feng|Qifan Wang|Tat-Seng Chua
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
Unifying Diversity and Fairness in Re-ranking via Economic Growth Theory.
Zhaofeng Li|Chen Xu|Xinyu Lin|Wenjie Wang|Xiaokui Xiao
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
RecoWorld: Building Simulated Environments for Agentic Recommender Systems.
Fei Liu|Xinyu Lin|Hanchao Yu|Mingyuan Wu|Jianyu Wang|Qiang Zhang|Zhuokai Zhao|Yinglong Xia|Yao Zhang|Weiwei Li|Mingze Gao|Qifan Wang|Lizhu Zhang|Benyu Zhang|Xiangjun Fan
Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 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
Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment.
Xinyu Lin|Yu Cheng|Wenjie Wang|Keqin Bao|Jizhi Zhang|Yang Zhang|Yu Cheng|Wenjie Wang|Fuli Feng
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
Order-agnostic Identifier for Large Language Model-based Generative Recommendation.
Xinyu Lin|Haihan Shi|Wenjie Wang|Fuli Feng|Qifan Wang|See-Kiong Ng|Tat-Seng Chua
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
Generative Recommendation: Towards Personalized Multimodal Content Generation.
Wenjie Wang|Xinyu Lin|Fuli Feng|Xiangnan He|Tat-Seng Chua
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
The 3rd Workshop on Personal Intelligence with Generative AI.
Yang Zhang|Wenjie Wang|Xinyu Lin|Fuli Feng|Hongzhi Yin|Wayne Xin Zhao|Lina Yao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Causal Disentangled Recommendation against User Preference Shifts.
Wenjie Wang|Xinyu Lin|Liuhui Wang|Fuli Feng|Yunshan Ma|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
Learnable Item Tokenization for Generative Recommendation.
Wenjie Wang|Honghui Bao|Xinyu Lin|Jizhi Zhang|Yongqi Li|Fuli Feng|See-Kiong Ng|Tat-Seng Chua
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Large Language Models for Recommendation: Past, Present, and Future.
Keqin Bao|Jizhi Zhang|Xinyu Lin|Yang Zhang|Wenjie 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
Data-efficient Fine-tuning for LLM-based Recommendation.
Xinyu Lin|Wenjie Wang|Yongqi Li|Shuo Yang|Fuli Feng|Yinwei Wei|Tat-Seng Chua
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
The 2nd Workshop on Recommendation with Generative Models.
Wenjie Wang|Yang Zhang|Xinyu Lin|Fuli Feng|Weiwen Liu|Yong Liu|Xiangyu Zhao|Wayne Xin Zhao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Popularity-aware Distributionally Robust Optimization for Recommendation System.
Jujia Zhao|Wenjie Wang|Xinyu Lin|Leigang Qu|Jizhi Zhang|Tat-Seng Chua
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Diffusion Recommender Model.
Wenjie Wang|Yiyan Xu|Fuli Feng|Xinyu Lin|Xiangnan He|Tat-Seng Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

doi dblp
Causal Representation Learning for Out-of-Distribution Recommendation.
Wenjie Wang|Xinyu Lin|Fuli Feng|Xiangnan He|Min Lin|Tat-Seng Chua
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022