Xinyu Lin

National University of Singapore

23 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6931-3182 ↗Homepage ↗

Venues

SIGIR ×7 WWW ×6 SIGKDD ×3 AAAI ×2 CIKM ×2 ICLR ×1 NeurIPS ×1 RecSys ×1

Frequent coauthors

Wenjie Wang

×22

Fuli Feng

×18

Tat-Seng Chua

×11

Yongqi Li

×7

Yang Zhang

×6

Xiangnan He

×4

Qifan Wang

×4

See-Kiong Ng

×4

Jizhi Zhang

×3

Chengbing Wang

×2

Wuqiang Zheng

×2

Chen Xu

×2

Papers

AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
SIGIR 2026 ·
Jianfei Xiao
,
Xiang Yu
,
Chengbing Wang
,
Wuqiang Zheng
, Xinyu Lin,
Kaining Liu
,
Hongxun Ding
,
Yang Zhang
,
Wenjie Wang
,
Fuli Feng
,
Xiangnan He
Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
WWW 2026 · Xinyu Lin,
Pengyuan Liu
,
Wenjie Wang
,
Yicheng Hu
,
Chen Xu
,
Fuli Feng
,
Qifan Wang
,
Tat-Seng Chua
LLM Personalization: Foundations, Breakthroughs, and Frontiers
SIGIR 2026 ·
Xiaoyan Zhao
, Xinyu Lin,
Chengbing Wang
,
Zeyu Zhang
,
Bohao Wang
,
Yang Zhang
,
Wenjie Wang
,
Fuli Feng
Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning
AAAI 2026 ·
Wuqiang Zheng
,
Yiyan Xu
, Xinyu Lin,
Chongming Gao
,
Wenjie Wang
,
Fuli Feng
RecoWorld: Building Simulated Environments for Agentic Recommender Systems
WWW 2026 ·
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
Unifying Diversity and Fairness in Re-ranking via Economic Growth Theory
WWW 2026 ·
Zhaofeng Li
,
Chen Xu
, Xinyu Lin,
Wenjie Wang
,
Xiaokui Xiao
Verifiable Reasoning for LLM-based Generative Recommendation
SIGIR 2026 · Xinyu Lin,
Hanqing Zeng
,
Hanchao Yu
,
Yinglong Xia
,
Jiang Zhang
,
Aashu Singh
,
Fei Liu
,
Wenjie Wang
,
Fuli Feng
,
Tat-Seng Chua
,
Qifan Wang
Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
SIGKDD 2025 ·
Zheqi Lv
,
Tianyu Zhan
,
Wenjie Wang
, Xinyu Lin,
Shengyu Zhang
,
Wenqiao Zhang
,
Jiwei Li
,
Kun Kuang
,
Fei Wu
EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
SIGKDD 2025 ·
Chaoqun Yang
, Xinyu Lin,
Wenjie Wang
,
Yongqi Li
,
Teng Sun
,
Xianjing Han
,
Tat-Seng Chua
Efficient Inference for Large Language Model-based Generative Recommendation
ICLR 2025 · Xinyu Lin,
Chaoqun Yang
,
Wenjie Wang
,
Yongqi Li
,
Cunxiao Du
,
Fuli Feng
,
See-Kiong Ng
,
Tat-Seng Chua
Generative Recommendation: Towards Personalized Multimodal Content Generation
WWW 2025 ·
Wenjie Wang
, Xinyu Lin,
Fuli Feng
,
Xiangnan He
,
Tat-Seng Chua
Heterogeneous User Modeling for LLM-based Recommendation
RecSys 2025 ·
Honghui Bao
,
Wenjie Wang
, Xinyu Lin,
Fengbin Zhu
,
Teng Sun
,
Fuli Feng
,
Tat-Seng Chua
Incremental Learning for LLM-based Tokenization and Recommendation
CIKM 2025 ·
Haihan Shi
, Xinyu Lin,
Wenjie Wang
,
Wentao Shi
,
Junwei Pan
,
Jie Jiang
,
Fuli Feng
Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment
SIGIR 2025 · Xinyu Lin,
Keqin Bao
,
Jizhi Zhang
,
Yang Zhang
,
Wenjie Wang
,
Fuli Feng
Order-agnostic Identifier for Large Language Model-based Generative Recommendation
SIGIR 2025 · Xinyu Lin,
Haihan Shi
,
Wenjie Wang
,
Fuli Feng
,
Qifan Wang
,
See-Kiong Ng
,
Tat-Seng Chua
R$2$ec: Towards Large Recommender Models with Reasoning
NeurIPS 2025 ·
Runyang You
,
Yongqi Li
, Xinyu Lin,
Xin Zhang
,
Wenjie Wang
,
Wenjie Li
,
Liqiang Nie
The 3rd Workshop on Personal Intelligence with Generative AI
WWW 2025 ·
Yang Zhang
,
Wenjie Wang
, Xinyu Lin,
Fuli Feng
,
Hongzhi Yin
,
Wayne Xin Zhao
,
Lina Yao
,
Yang Song
,
Xiangnan He
Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
SIGKDD 2024 · Xinyu Lin,
Wenjie Wang
,
Yongqi Li
,
Fuli Feng
,
See-Kiong Ng
,
Tat-Seng Chua
Data-efficient Fine-tuning for LLM-based Recommendation
SIGIR 2024 · Xinyu Lin,
Wenjie Wang
,
Yongqi Li
,
Shuo Yang
,
Fuli Feng
,
Yinwei Wei
,
Tat-Seng Chua
Large Language Models for Recommendation: Past, Present, and Future
SIGIR 2024 ·
Keqin Bao
,
Jizhi Zhang
, Xinyu Lin,
Yang Zhang
,
Wenjie Wang
,
Fuli Feng
Learnable Item Tokenization for Generative Recommendation
CIKM 2024 ·
Wenjie Wang
,
Honghui Bao
, Xinyu Lin,
Jizhi Zhang
,
Yongqi Li
,
Fuli Feng
,
See-Kiong Ng
,
Tat-Seng Chua
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
AAAI 2024 · Xinyu Lin,
Wenjie Wang
,
Jujia Zhao
,
Yongqi Li
,
Fuli Feng
,
Tat-Seng Chua
The 2nd Workshop on Recommendation with Generative Models
WWW 2024 ·
Wenjie Wang
,
Yang Zhang
, Xinyu Lin,
Fuli Feng
,
Weiwen Liu
,
Yong Liu
,
Xiangyu Zhao
,
Wayne Xin Zhao
,
Yang Song
,
Xiangnan He