PPaperPicks

Ying Wei

Nanyang Technological University, China

22 papers at tracked venues · 20 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-1662-4443 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×5ICML ×5NeurIPS ×5ACL ×3EMNLP ×2AAAI ×1CVPR ×1

Frequent coauthors

Linqi Song
×7
Yichen Wu
×5
Zhaoyi Li
×5
Defu Lian
×5
Shengzhuang Chen
×4
Kede Ma
×4
Long-Kai Huang
×4
Hongming Piao
×3
Luotian Yuan
×3
Fei Wu
×3
Gangwei Jiang
×3
Dapeng Wu
×2

Papers

  1. A$3$E: Towards Compositional Model Editing
    NeurIPS 2025 ·
    Hongming Piao
    ,
    Hao Wang
    ,
    Dapeng Wu
    , Ying Wei
  2. Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts
    ACL 2025 ·
    Shengzhuang Chen
    , Ying Wei,
    Jonathan Richard Schwarz
  3. CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models
    ICLR 2025 ·
    Shengzhuang Chen
    ,
    Yikai Liao
    ,
    Xiaoxiao Sun
    ,
    Kede Ma
    , Ying Wei
  4. Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation
    ICML 2025 ·
    Zhan Zhuang
    ,
    Xiequn Wang
    ,
    Wei Li
    ,
    Yulong Zhang
    ,
    Qiushi Huang
    ,
    Shuhao Chen
    ,
    Xuehao Wang
    ,
    Yanbin Wei
    ,
    Yuhe Nie
    ,
    Kede Ma
    ,
    Yu Zhang
    , Ying Wei
  5. Curriculum Model Merging: Harmonizing Chemical LLMs for Enhanced Cross-Task Generalization
    NeurIPS 2025 ·
    Baoyi He
    ,
    Luotian Yuan
    , Ying Wei,
    Fei Wu
  6. Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures
    ICML 2025 ·
    Yingzhao Jian
    ,
    Yue Zhang
    , Ying Wei,
    Hehe Fan
    ,
    Yi Yang
  7. SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
    ICLR 2025 ·
    Yichen Wu
    ,
    Hongming Piao
    ,
    Long-Kai Huang
    ,
    Renzhen Wang
    ,
    Wanhua Li
    ,
    Hanspeter Pfister
    ,
    Deyu Meng
    ,
    Kede Ma
    , Ying Wei
  8. Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
    ICLR 2025 ·
    Gangwei Jiang
    ,
    Caigao Jiang
    ,
    Zhaoyi Li
    ,
    Siqiao Xue
    ,
    Jun Zhou
    ,
    Linqi Song
    ,
    Defu Lian
    , Ying Wei
  9. What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
    EMNLP 2025 ·
    Gangwei Jiang
    ,
    Yahui Liu
    ,
    Zhaoyi Li
    ,
    Wei Bi
    ,
    Fuzheng Zhang
    ,
    Linqi Song
    , Ying Wei,
    Defu Lian
  10. Active Retrosynthetic Planning Aware of Route Quality
    ICLR 2024 ·
    Luotian Yuan
    ,
    Yemin Yu
    , Ying Wei,
    Yongwei Wang
    ,
    Zhihua Wang
    ,
    Fei Wu
  11. Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
    ACL 2024 ·
    Tianqi Zhong
    ,
    Zhaoyi Li
    ,
    Quan Wang
    ,
    Linqi Song
    , Ying Wei,
    Defu Lian
    ,
    Zhendong Mao
  12. DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
    NeurIPS 2024 ·
    Haokun Lin
    ,
    Haobo Xu
    ,
    Yichen Wu
    ,
    Jingzhi Cui
    ,
    Yingtao Zhang
    ,
    Linzhan Mou
    ,
    Linqi Song
    ,
    Zhenan Sun
    , Ying Wei
  13. Federated Continual Learning via Prompt-based Dual Knowledge Transfer
    ICML 2024 ·
    Hongming Piao
    ,
    Yichen Wu
    ,
    Dapeng Wu
    , Ying Wei
  14. Learning Where to Edit Vision Transformers
    NeurIPS 2024 ·
    Yunqiao Yang
    ,
    Long-Kai Huang
    ,
    Shengzhuang Chen
    ,
    Kede Ma
    , Ying Wei
  15. Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
    ICLR 2024 ·
    Yichen Wu
    ,
    Long-Kai Huang
    ,
    Renzhen Wang
    ,
    Deyu Meng
    , Ying Wei
  16. Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization
    ICML 2024 ·
    Yichen Wu
    ,
    Hong Wang
    ,
    Peilin Zhao
    ,
    Yefeng Zheng
    , Ying Wei,
    Long-Kai Huang
  17. Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
    EMNLP 2024 ·
    Weichuan Wang
    ,
    Zhaoyi Li
    ,
    Defu Lian
    ,
    Chen Ma
    ,
    Linqi Song
    , Ying Wei
  18. MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-Wise Pruning Error Metric
    CVPR 2024 ·
    Haokun Lin
    ,
    Haoli Bai
    ,
    Zhili Liu
    ,
    Lu Hou
    ,
    Muyi Sun
    ,
    Linqi Song
    , Ying Wei,
    Zhenan Sun
  19. RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction
    AAAI 2024 ·
    Yemin Yu
    ,
    Luotian Yuan
    , Ying Wei,
    Hanyu Gao
    ,
    Fei Wu
    ,
    Zhihua Wang
    ,
    Xinhai Ye
  20. Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models
    NeurIPS 2024 ·
    Zhan Zhuang
    ,
    Yulong Zhang
    ,
    Xuehao Wang
    ,
    Jiangang Lu
    , Ying Wei,
    Yu Zhang
  21. Understanding and Patching Compositional Reasoning in LLMs
    ACL 2024 ·
    Zhaoyi Li
    ,
    Gangwei Jiang
    ,
    Hong Xie
    ,
    Linqi Song
    ,
    Defu Lian
    , Ying Wei
  22. Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts
    ICML 2024 ·
    Shengzhuang Chen
    ,
    Jihoon Tack
    ,
    Yunqiao Yang
    ,
    Yee Whye Teh
    ,
    Jonathan Richard Schwarz
    , Ying Wei