PPaperPicks

Wei Lin

28 papers at tracked venues · 22 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Guojun Yin
×9
Jiajun Chai
×4
Yufei Zhang
×4
Xun Zhang
×4
Rui Yan
×3
Qichao Zhang
×2
Dongbin Zhao
×2
Song Jin
×2
Juntian Zhang
×2
Fei Jiang
×2
Chuhuai Yue
×2
Jia-Li Yin
×2

Papers

  1. AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
    ACL 2026 ·
    Jingbo Sun
    ,
    Wenyue Chong
    ,
    Songjun Tu
    ,
    Qichao Zhang
    ,
    Yaocheng Zhang
    ,
    Jiajun Chai
    ,
    Xiaohan Wang
    , Wei Lin,
    Guojun Yin
    ,
    Dongbin Zhao
  2. Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents
    ACL 2026 ·
    Miao Su
    ,
    Yucan Guo
    ,
    Zhongni Hou
    ,
    Long Bai
    ,
    Zixuan Li
    ,
    Yufei Zhang
    ,
    Guojun Yin
    , Wei Lin,
    Xiaolong Jin
    ,
    Jiafeng Guo
    ,
    Xueqi Cheng
  3. DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain
    ACL 2026 ·
    Song Jin
    ,
    Juntian Zhang
    ,
    Xun Zhang
    ,
    Zeying Tian
    ,
    Fei Jiang
    ,
    Guojun Yin
    , Wei Lin,
    Yong Liu
    ,
    Rui Yan
  4. Mem²Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
    ACL 2026 ·
    Zihao Cheng
    ,
    Zeming Liu
    ,
    Yingyu Shan
    ,
    Xinyi Wang
    ,
    Xiangrong Zhu
    ,
    Yunpu Ma
    ,
    Hongru Wang
    ,
    Yuhang Guo
    , Wei Lin,
    Yunhong Wang
  5. Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation
    ACL 2026 ·
    Jinwen Chen
    ,
    Hainan Zhang
    ,
    Liang Pang
    ,
    Yongxin Tong
    ,
    Haibo Zhou
    , Wei Lin,
    Zhiming Zheng
  6. Promoting Efficient Reasoning with Verifiable Stepwise Reward
    AAAI 2026 ·
    Chuhuai Yue
    ,
    Chengqi Dong
    ,
    Yinan Gao
    ,
    Hang He
    ,
    Jiajun Chai
    , Wei Lin,
    Guojun Yin
  7. Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks
    AAAI 2025 ·
    Jia-Li Yin
    ,
    Weijian Wang
    ,
    Lyhwa
    , Wei Lin,
    Ximeng Liu
  8. AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking
    EMNLP 2025 ·
    Dingchu Zhang
    ,
    Xiaowen Zhang
    ,
    Yue Fei
    ,
    Renjun Hu
    ,
    Xiao-Wen Yang
    ,
    Zhi Zhou
    ,
    Baixuan Li
    ,
    Yu-Feng Li
    ,
    Xing Shi
    , Wei Lin
  9. Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
    EMNLP 2025 ·
    Song Jin
    ,
    Juntian Zhang
    ,
    Yuhan Liu
    ,
    Xun Zhang
    ,
    Yufei Zhang
    ,
    Guojun Yin
    ,
    Fei Jiang
    , Wei Lin,
    Rui Yan
  10. KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles
    ICCV 2025 ·
    Chaoyong Yang
    ,
    Jia-Li Yin
    ,
    Bin Chen
    ,
    Zhaozhe Hu
    ,
    Xiaolei Liu
    , Wei Lin
  11. Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation
    EMNLP 2025 ·
    Enci Zhang
    ,
    Xingang Yan
    , Wei Lin,
    Tianxiang Zhang
    ,
    Qianchun Lu
  12. Learning Provably Improves the Convergence of Gradient Descent
    NeurIPS 2025 ·
    Qingyu Song
    , Wei Lin,
    Hong Xu
  13. Neural Event-Triggered Control with Optimal Scheduling
    ICML 2025 ·
    Luan Yang
    ,
    Jingdong Zhang
    ,
    Qunxi Zhu
    , Wei Lin
  14. PerLA: Perceptive 3D Language Assistant
    CVPR 2025 ·
    Guofeng Mei
    , Wei Lin,
    Luigi Riz
    ,
    Yujiao Wu
    ,
    Fabio Poiesi
    ,
    Yiming Wang
  15. PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration
    NeurIPS 2025 ·
    Songhao Wu
    ,
    Ang Lv
    ,
    Xiao Feng
    ,
    Yufei Zhang
    ,
    Xun Zhang
    ,
    Guojun Yin
    , Wei Lin,
    Rui Yan
  16. RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
    EMNLP 2025 ·
    Yuqian Fu
    ,
    Yuanheng Zhu
    ,
    Jiajun Chai
    ,
    Guojun Yin
    , Wei Lin,
    Qichao Zhang
    ,
    Dongbin Zhao
  17. Robust 3D Object Detection Using Probabilistic Point Clouds From Single-Photon Lidars
    ICCV 2025 ·
    Bhavya Goyal
    ,
    Felipe Gutierrez-Barragan
    , Wei Lin,
    Andreas Velten
    ,
    Yin Li
    ,
    Mohit Gupta
  18. Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization
    AAAI 2025 ·
    Guanghan Li
    ,
    Xun Zhang
    ,
    Yufei Zhang
    ,
    Yifan Yin
    ,
    Guojun Yin
    , Wei Lin
  19. Sensing Nature
    DIS 2025 ·
    Tianyuan Zhang
    , Wei Lin,
    Dingye Zhang
    ,
    Xueni Pan
    ,
    William Latham
    ,
    Katie Grayson
    ,
    Zillah Watson
    ,
    Marco Fyfe Pietro Gillies
  20. UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System
    EMNLP 2025 ·
    Chuhuai Yue
    ,
    Jiajun Chai
    ,
    Yufei Zhan
    ,
    Zixiang Ding
    ,
    Xihao Liang
    ,
    Peixin Wang
    ,
    Shihai Chen
    ,
    Wang Yixuan
    ,
    Wang Yanping
    ,
    Guojun Yin
    , Wei Lin
  21. A Statistical Theory of Regularization-Based Continual Learning
    ICML 2024 ·
    Xuyang Zhao
    ,
    Huiyuan Wang
    ,
    Weiran Huang
    , Wei Lin
  22. ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
    ACL 2024 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Zichen Tang
    ,
    Shiyao Peng
    ,
    Yikai Guo
    ,
    Wentai Zhang
    ,
    Chenghao Ma
    ,
    Guanting Dong
    ,
    Meina Song
    , Wei Lin,
    Yifan Zhu
    ,
    Anh Tuan Luu
  23. FESSNC: Fast Exponentially Stable and Safe Neural Controller
    ICML 2024 ·
    Jingdong Zhang
    ,
    Luan Yang
    ,
    Qunxi Zhu
    , Wei Lin
  24. Hypergraph Neural Architecture Search
    AAAI 2024 · Wei Lin,
    Xu Peng
    ,
    Zhengtao Yu
    ,
    Taisong Jin
  25. Rock: Cleaning Data by Embedding ML in Logic Rules
    SIGMOD 2024 ·
    Xianchun Bao
    ,
    Zian Bao
    ,
    Bie Binbin
    ,
    Qingsong Duan
    ,
    Wenfei Fan
    ,
    Hui Lei
    ,
    Daji Li
    , Wei Lin,
    Peng Liu
    ,
    Zhicong Lv
    ,
    Mingliang Ouyang
    ,
    Shuai Tang
    ,
    Yaoshu Wang
    ,
    Qiyuan Wei
    ,
    Min Xie
    ,
    Jing Zhang
    ,
    Xin Zhang
    ,
    Runxiao Zhao
    ,
    Shuping Zhou
  26. Rock: Cleaning Data with both ML and Logic Rules
    VLDB 2024 ·
    Zian Bao
    ,
    Bie Binbin
    ,
    Wenfei Fan
    ,
    Daji Li
    ,
    Mengyun Li
    ,
    Kaiwen Lin
    , Wei Lin,
    Peijie Liu
    ,
    Peng Liu
    ,
    Zhicong Lv
    ,
    Mingliang Ouyang
    ,
    Chenyang Sun
    ,
    Shuai Tang
    ,
    Yaoshu Wang
    ,
    Qiyuan Wei
    ,
    Xiangqian Wu
    ,
    Min Xie
    ,
    Jing Zhang
    ,
    Runxiao Zhao
    ,
    Jie Zhu
    ,
    Yilin Zhu
  27. Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
    NeurIPS 2024 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Yuhao Yang
    ,
    Tianyu Yao
    ,
    Yikai Guo
    ,
    Zichen Tang
    ,
    Wentai Zhang
    ,
    Shiyao Peng
    ,
    Kaiyang Wan
    ,
    Meina Song
    , Wei Lin,
    Yifan Zhu
    ,
    Anh Tuan Luu
  28. Towards Robust Learning to Optimize with Theoretical Guarantees
    CVPR 2024 ·
    Qingyu Song
    , Wei Lin,
    Juncheng Wang
    ,
    Hong Xu