PPaperPicks

Lei Feng

Southeast University, School of Computer Science and Engineering, Nanjing, China

41 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2839-5799 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×14ICLR ×7AAAI ×4CVPR ×4NeurIPS ×4AISTATS ×2IJCAI ×2SIGKDD ×2ACL ×1EMNLP ×1

Frequent coauthors

Feng Liu
×10
Bo An
×10
Haobo Wang
×8
Junbo Zhao
×6
Shuo He
×6
Yuzhou Cao
×6
Chengyi Cai
×4
Zesheng Ye
×4
Jianzhong Qi
×4
Qi Wei
×4
Gang Chen
×4
Zhifang Zhang
×3

Papers

  1. An Invariant Latent Space Perspective on Language Model Inversion
    AAAI 2026 ·
    Wentao Ye
    ,
    Jiaqi Hu
    ,
    Haobo Wang
    ,
    Xinpeng Ti
    ,
    Zhiqing Xiao
    ,
    Hao Chen
    ,
    Liyao Li
    , Lei Feng,
    Sai Wu
    ,
    Junbo Zhao
  2. A Closer Look at Backdoor Attacks on CLIP
    ICML 2025 ·
    Shuo He
    ,
    Zhifang Zhang
    ,
    Feng Liu
    ,
    Roy Ka-Wei Lee
    ,
    Bo An
    , Lei Feng
  3. Attribute-based Visual Reprogramming for Vision-Language Models
    ICLR 2025 ·
    Chengyi Cai
    ,
    Zesheng Ye
    , Lei Feng,
    Jianzhong Qi
    ,
    Feng Liu
  4. Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning
    NeurIPS 2025 ·
    Zhifang Zhang
    ,
    Shuo He
    ,
    Haobo Wang
    ,
    Bingquan Shen
    , Lei Feng
  5. Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head
    SIGKDD 2025 ·
    Penghui Yang
    ,
    Chen-Chen Zong
    ,
    Sheng-Jun Huang
    , Lei Feng,
    Bo An
  6. Endowing Visual Reprogramming with Adversarial Robustness
    ICLR 2025 ·
    Shengjie Zhou
    ,
    Xin Cheng
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Tao Xiang
    ,
    Feng Liu
    , Lei Feng
  7. Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
    NeurIPS 2025 ·
    Suqin Yuan
    , Lei Feng,
    Bo Han
    ,
    Tongliang Liu
  8. Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks
    ICML 2025 ·
    Jincheng Huang
    ,
    Yujie Mo
    ,
    Xiaoshuang Shi
    , Lei Feng,
    Xiaofeng Zhu
  9. Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel-Young Losses
    NeurIPS 2025 ·
    Yuzhou Cao
    ,
    Han Bao
    , Lei Feng,
    Bo An
  10. Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
    ICML 2025 ·
    Xin Cheng
    ,
    Jiabo Ye
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Feng Liu
    ,
    Fei Huang
    , Lei Feng
  11. Improving Generalization of Deep Neural Networks by Optimum Shifting
    AAAI 2025 ·
    Yuyan Zhou
    ,
    Ye Li
    , Lei Feng,
    Sheng-Jun Huang
  12. Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack
    AAAI 2025 ·
    Qi Wei
    ,
    Shuo He
    ,
    Jiahan Zhang
    , Lei Feng,
    Bo An
  13. Instance-dependent Early Stopping
    ICLR 2025 ·
    Suqin Yuan
    ,
    Runqi Lin
    , Lei Feng,
    Bo Han
    ,
    Tongliang Liu
  14. Prototype-based Optimal Transport for Out-of-Distribution Detection
    IJCAI 2025 ·
    Ao Ke
    ,
    Wenlong Chen
    ,
    Chuanwen Feng
    ,
    Yukun Cao
    ,
    Xike Xie
    ,
    S. Kevin Zhou
    , Lei Feng
  15. Representation Surgery in Model Merging with Probabilistic Modeling
    ICML 2025 ·
    Qi Wei
    ,
    Shuo He
    ,
    Enneng Yang
    ,
    Tingcong Liu
    ,
    Haobo Wang
    , Lei Feng,
    Bo An
  16. Rethinking Chain-of-Thought from the Perspective of Self-Training
    ICML 2025 ·
    Zongqian Wu
    ,
    Baoduo Xu
    ,
    Ruochen Cui
    ,
    Mengmeng Zhan
    ,
    Xiaofeng Zhu
    , Lei Feng
  17. Test-Time Multimodal Backdoor Detection by Contrastive Prompting
    ICML 2025 ·
    Yuwei Niu
    ,
    Shuo He
    ,
    Qi Wei
    ,
    Zongyu Wu
    ,
    Feng Liu
    , Lei Feng
  18. Towards Reverse Engineering of Language Models: A Survey
    EMNLP 2025 ·
    Xinpeng Ti
    ,
    Wentao Ye
    ,
    Zhifang Zhang
    ,
    Junbo Zhao
    ,
    Chang Yao
    , Lei Feng,
    Haobo Wang
  19. Towards Robust Incremental Learning Under Ambiguous Supervision
    IJCAI 2025 ·
    Rui Wang
    ,
    Mingxuan Xia
    ,
    Haobo Wang
    , Lei Feng,
    Junbo Zhao
    ,
    Gang Chen
    ,
    Chang Yao
  20. Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts
    ICML 2025 ·
    Chengyi Cai
    ,
    Zesheng Ye
    , Lei Feng,
    Jianzhong Qi
    ,
    Feng Liu
  21. A General Framework for Learning from Weak Supervision
    ICML 2024 ·
    Hao Chen
    ,
    Jindong Wang
    , Lei Feng,
    Xiang Li
    ,
    Yidong Wang
    ,
    Xing Xie
    ,
    Masashi Sugiyama
    ,
    Rita Singh
    ,
    Bhiksha Raj
  22. Bayesian-guided Label Mapping for Visual Reprogramming
    NeurIPS 2024 ·
    Chengyi Cai
    ,
    Zesheng Ye
    , Lei Feng,
    Jianzhong Qi
    ,
    Feng Liu
  23. Candidate Label Set Pruning: A Data-centric Perspective for Deep Partial-label Learning
    ICLR 2024 ·
    Shuo He
    ,
    Chaojie Wang
    ,
    Guowu Yang
    , Lei Feng
  24. Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data
    ICML 2024 ·
    Jiahan Zhang
    ,
    Qi Wei
    ,
    Feng Liu
    , Lei Feng
  25. Consistent Hierarchical Classification with A Generalized Metric
    AISTATS 2024 ·
    Yuzhou Cao
    , Lei Feng,
    Bo An
  26. Consistent Multi-Class Classification from Multiple Unlabeled Datasets
    ICLR 2024 ·
    Zixi Wei
    ,
    Senlin Shu
    ,
    Yuzhou Cao
    ,
    Hongxin Wei
    ,
    Bo An
    , Lei Feng
  27. CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning
    CVPR 2024 ·
    Shiyu Tian
    ,
    Hongxin Wei
    ,
    Yiqun Wang
    , Lei Feng
  28. Early Stopping Against Label Noise Without Validation Data
    ICLR 2024 ·
    Suqin Yuan
    , Lei Feng,
    Tongliang Liu
  29. Exploiting Human-AI Dependence for Learning to Defer
    ICML 2024 ·
    Zixi Wei
    ,
    Yuzhou Cao
    , Lei Feng
  30. Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios
    CVPR 2024 ·
    Jie Xu
    ,
    Yazhou Ren
    ,
    Xiaolong Wang
    , Lei Feng,
    Zheng Zhang
    ,
    Gang Niu
    ,
    Xiaofeng Zhu
  31. Learning Geometry-Aware Representations for New Intent Discovery
    ACL 2024 ·
    Kai Tang
    ,
    Junbo Zhao
    ,
    Xiao Ding
    ,
    Runze Wu
    , Lei Feng,
    Gang Chen
    ,
    Haobo Wang
  32. MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading
    SIGKDD 2024 ·
    Chuqiao Zong
    ,
    Chaojie Wang
    ,
    Molei Qin
    , Lei Feng,
    Xinrun Wang
    ,
    Bo An
  33. Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss
    ICML 2024 ·
    Zhenlong Liu
    , Lei Feng,
    Huiping Zhuang
    ,
    Xiaofeng Cao
    ,
    Hongxin Wei
  34. Mitigating Underfitting in Learning to Defer with Consistent Losses
    AISTATS 2024 ·
    Shuqi Liu
    ,
    Yuzhou Cao
    ,
    Qiaozhen Zhang
    , Lei Feng,
    Bo An
  35. On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks
    ICLR 2024 ·
    Shengjie Zhou
    ,
    Lue Tao
    ,
    Yuzhou Cao
    ,
    Tao Xiang
    ,
    Bo An
    , Lei Feng
  36. Positive and Unlabeled Learning with Controlled Probability Boundary Fence
    ICML 2024 ·
    Changchun Li
    ,
    Yuanchao Dai
    , Lei Feng,
    Ximing Li
    ,
    Bing Wang
    ,
    Jihong Ouyang
  37. Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation
    CVPR 2024 ·
    Lin Long
    ,
    Haobo Wang
    ,
    Zhijie Jiang
    , Lei Feng,
    Chang Yao
    ,
    Gang Chen
    ,
    Junbo Zhao
  38. Robust Node Classification on Graph Data with Graph and Label Noise
    AAAI 2024 ·
    Yonghua Zhu
    , Lei Feng,
    Zhenyun Deng
    ,
    Yang Chen
    ,
    Robert Amor
    ,
    Michael Witbrock
  39. Sample-specific Masks for Visual Reprogramming-based Prompting
    ICML 2024 ·
    Chengyi Cai
    ,
    Zesheng Ye
    , Lei Feng,
    Jianzhong Qi
    ,
    Feng Liu
  40. Targeted Representation Alignment for Open-World Semi-Supervised Learning
    CVPR 2024 ·
    Ruixuan Xiao
    , Lei Feng,
    Kai Tang
    ,
    Junbo Zhao
    ,
    Yixuan Li
    ,
    Gang Chen
    ,
    Haobo Wang
  41. Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
    ICML 2024 ·
    Jinhao Li
    ,
    Haopeng Li
    ,
    Sarah Monazam Erfani
    , Lei Feng,
    James Bailey
    ,
    Feng Liu