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Xinyu Lin

Diffusion Recommender Model
2023 · Wenjie Wang, Yiyan Xu, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 382
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Data-efficient Fine-tuning for LLM-based Recommendation
2024 · Xinyu Lin, Wenjie Wang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 225
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Learnable Item Tokenization for Generative Recommendation
2024 · Wenjie Wang, Honghui Bao, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 176
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Causal Representation Learning for Out-of-Distribution Recommendation
2022 · Wenjie Wang, Xinyu Lin, et al. · International World Wide Web Conference (WWW) · 116
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Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
2024 · Xinyu Lin, Wenjie Wang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 91
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Order-agnostic Identifier for Large Language Model-based Generative Recommendation
2025 · Xinyu Lin, Haihan Shi, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 37
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Causal Disentangled Recommendation against User Preference Shifts
2023 · Wenjie Wang, Xinyu Lin, et al. · ACM Transactions on Information Systems · 28
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RecoWorld: Building Simulated Environments for Agentic Recommender Systems
2026 · Fei Liu, Xinyu Lin, et al. · International World Wide Web Conference (WWW) · 27
Large Language Models for Recommendation: Past, Present, and Future
2024 · Keqin Bao, Jizhi Zhang, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 23
Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
2025 · Zheqi Lv, Tianyu Zhan, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 21
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Efficient Inference for Large Language Model-based Generative Recommendation
2024 · Lin, Xinyu, Yang, Chaoqun, et al. · arXiv (Cornell University) · 21
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AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
2026 · Jianfei Xiao, Xiang Yu, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 19
Popularity-aware Distributionally Robust Optimization for Recommendation System
2023 · Jujia Zhao, Wenjie Wang, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 16
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Equivariant Learning for Out-of-Distribution Cold-start Recommendation
2023 · Wenjie Wang, Xinyu Lin, et al. · ACM International Conference on Multimedia (ACM MM) · 15
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TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems
2026 · Xu, Chen, Hu, Yicheng, et al. · arXiv (Cornell University) · 10
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EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
2025 · Chaoqun Yang, Xinyu Lin, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 8
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TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond
2025 · Kun Zhou, Xinyu Lin, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 7
Verifiable Reasoning for LLM-based Generative Recommendation
2026 · Xinyu Lin, Hanqing Zeng, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 6
Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
2026 · Xinyu Lin, Pengyuan Liu, et al. · International World Wide Web Conference (WWW) · 6
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Heterogeneous User Modeling for LLM-based Recommendation
2025 · Honghui Bao, Wenjie Wang, et al. · ACM Conference on Recommender Systems (RecSys) · 6
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Mitigating Spurious Correlations for Self-supervised Recommendation
2023 · Xin-Yu Lin, Yi-Yan Xu, et al. · Machine Intelligence Research · 6
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Generative Recommendation: Towards Personalized Multimodal Content Generation
2025 · Wenjie Wang, Xinyu Lin, et al. · International World Wide Web Conference (WWW) · 5
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Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment
2025 · Xinyu Lin, Keqin Bao, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 4
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Incremental Learning for LLM-based Tokenization and Recommendation
2025 · Haihan Shi, Xinyu Lin, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 3
DF-RL: A Dynamic Fuzzy-Neuro Reinforcement Learning Framework for Cloud Resource Management
2025 · Chunmao Jiang, Xinyu Lin · Journal of Communications and Information Networks · 3
Works count: 40
Citation count: 1,267
H-index: 14
I10-index: 15
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