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Lei Feng

  1. Combating noisy labels by agreement: A joint training method with co-regularization
    2020/03/05 by Hongxin Wei, Wei, Hongxin, Lei Feng +5 · 19 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  2. Progressive Identification of True Labels for Partial-Label Learning
    2020/02/19 by Jiaqi Lv, Lv, Jiaqi, Miao Xu +9 · 9 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Text and Document Classification Technologies #Water Systems and Optimization
  3. Provably Consistent Partial-Label Learning
    2020/07/17 by Lei Feng, Feng, Lei, Jiaqi Lv +13 · 8 citations
    Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Machine Learning and Algorithms
  4. Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
    2024/06/05 by Jinhao Li, Li, Jinhao, Haopeng Li +9 · 13 citations
    Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  5. Partial Label Learning with Self-Guided Retraining
    2019/02/08 by Lei Feng, Feng, Lei, Bo An +1 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Text and Document Classification Technologies
  6. ProMix: Combating Label Noise via Maximizing Clean Sample Utility
    2022/07/21 by Ruixuan Xiao, Xiao, Ruixuan, Yiwen Dong +9 · 5 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Water Systems and Optimization
  7. Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training
    2021/02/09 by Lue Tao, Tao, Lue, Lei Feng +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Learning from Similarity-Confidence Data
    2021/02/13 by Yuzhou Cao, Lei Feng, Cao, Yuzhou +9 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  9. On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
    2023/03/27 by Renchunzi Xie, Xie, Renchunzi, Hongxin Wei +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  10. Mitigating Memorization of Noisy Labels by Clipping the Model Prediction
    2022/12/08 by Hongxin Wei, Wei, Hongxin, Huiping Zhuang +11 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Music and Audio Processing
  11. Pointwise Binary Classification with Pairwise Confidence Comparisons
    2020/10/05 by Lei Feng, Senlin Shu, Feng, Lei +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  12. GLIMG: Global and Local Item Graphs for Top-N Recommender Systems
    2020/07/28 by Zhuoyi Lin, Lei Feng, Lin, Zhuoyi +7 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Topic Modeling
  13. In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer
    2023/11/02 by Yuzhou Cao, Cao, Yuzhou, Hussein Mozannar +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  14. Late Stopping: Avoiding Confidently Learning from Mislabeled Examples
    2023/08/26 by Suqin Yuan, Yuan, Suqin, Lei Feng +3 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Anomaly Detection Techniques and Applications
  15. A Universal Unbiased Method for Classification from Aggregate Observations
    2023/06/20 by Zixi Wei, Wei, Zixi, Lei Feng +11 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Data Mining Algorithms and Applications
  16. Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning
    2024/12/29 by Zhifang Zhang, Zhang, Zhifang, Shuo He +6 · 4 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Multimodal Machine Learning Applications #Speech and dialogue systems
  17. A General Framework for Learning from Weak Supervision
    2024/02/02 by Hao Chen, Jindong Wang, Chen, Hao +15 · 2 citations
    Psychology · #Counseling, Therapy, and Family Dynamics #Counseling Practices and Supervision #Psychology, Coaching, and Therapy
  18. Attribute-based Visual Reprogramming for Vision-Language Models
    2025/01/23 by Chengyi Cai, Zesheng Ye, Cai, Chengyi +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Neural Networks and Applications
  19. GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation
    2022/01/16 by Renchunzi Xie, Hongxin Wei, Xie, Renchunzi +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
  20. SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
    2022/09/21 by Haobo Wang, Mingxuan Xia, Wang, Haobo +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  21. Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
    2024/08/21 by Minghao Liu, Zengfeng Di, Liu, Minghao +29 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning
    2023/03/18 by Shiyu Tian, Hongxin Wei, Tian, Shiyu +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Text and Document Classification Technologies
  23. An inflation model for massive primordial black holes to interpret the JWST observations
    2023/06/08 by Bing‐Yu Su, Nan Li, Su, Bing-Yu +3 · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
  24. Partial-Label Regression
    2023/06/15 by Xin Cheng, Dengbao Wang, Cheng, Xin +7 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies #Water Systems and Optimization
  25. Weakly Supervised Regression with Interval Targets
    2023/06/18 by Xin Cheng, Cheng, Xin, Yuzhou Cao +7 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Fuzzy Systems and Optimization #Machine Learning (cs.LG) #Neural Networks and Applications
  26. GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection
    2025/05/19 by Zhijie Deng, C. Liu, Deng, Zhijie +13 · 5 citations
    Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
  27. 4D printing roadmap
    2024/06/26 by Mahdi Bodaghi, Linlin Wang, Fenghua Zhang +47 · 1 citation
    Engineering · #Additive Manufacturing and 3D Printing Technologies #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials
  28. keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM
    2023/12/31 by Chaojie Wang, Yishi Xu, Wang, Chaojie +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. Understanding and Mitigating the Bias in Sample Selection for Learning with Noisy Labels
    2024/01/24 by Qi Wei, Lei Feng, Wei, Qi +5 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Imbalanced Data Classification Techniques
  30. Optimal Gait Design for a Soft Quadruped Robot via Multi-fidelity Bayesian Optimization
    2024/06/11 by Kaige Tan, Xuezhi Niu, Tan, Kaige +7 · 1 citation
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Prosthetics and Rehabilitation Robotics #Robotic Locomotion and Control #Robotics (cs.RO) #Soft Robotics and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
  31. Exploring sub-GeV Dark Matter Physics with Cosmic Ray and Future Telescopes
    2025/03/28 by Wang, Guansen, Bing‐Yu Su, Lei Zu +4 · 2 citations
    Physics and Astronomy · #Dark Matter and Cosmic Phenomena #Particle Detector Development and Performance #Astrophysics and Cosmic Phenomena
  32. Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head
    2024/11/13 by Penghui Yang, Chen-Chen Zong, Yang, Penghui +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  33. TokenSwap: Backdoor Attack on the Compositional Understanding of Large Vision-Language Models
    2025/09/29 by Zhifang Zhang, Zhang, Zhifang, Qiqi Tao +9 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CV
  34. PlatformBid: An Auto-Bidding Benchmark from a Unified Advertising Platform's Perspective
    2026/07/29 by Shengtian Yang, Yewen Li, Zhiyi Lyu +4
    Computer Science · #cs.LG
  35. Progress-conditioned Group Policy Optimization for Long-Horizon Agentic Tasks
    2026/07/22 by Kaibing Yang, Guangfeng Cai, Shengtian Yang +6
    #cs.LG #cs.AI