Hongxin Wei

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. Conformal Prediction for Deep Classifier via Label Ranking
   2023/10/10 by Jianguo Huang, Huang, Jianguo, H. Xi +9 · 11 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Statistics Theory (math.ST)
3. On the Noise Robustness of In-Context Learning for Text Generation
   2024/05/27 by Hongfu Gao, Gao, Hongfu, Feipeng Zhang +8 · 8 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
4. GACL: Exemplar-Free Generalized Analytic Continual Learning
   2024/03/23 by Huiping Zhuang, Yizhu Chen, Zhuang, Huiping +13 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
   2023/03/27 by Renchunzi Xie, Hongxin Wei, Xie, Renchunzi +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
6. 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
7. Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
   2023/10/28 by Shuoyuan Wang, Wang, Shuoyuan, Jindong Wang +9 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Machine Learning (cs.LG)
8. 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
9. GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation
   2022/01/16 by Renchunzi Xie, Xie, Renchunzi, Hongxin Wei +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
10. Fine-tuning can Help Detect Pretraining Data from Large Language Models
    2024/10/09 by Zhang, Hengxiang, Songxin Zhang, Zhang, Songxin +4 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
11. Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
    2024/08/21 by Minghao Liu, Liu, Minghao, Zengfeng Di +29 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning
    2023/03/18 by Shiyu Tian, Tian, Shiyu, Hongxin Wei +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
13. Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models
    2024/10/03 by Shuoyuan Wang, Wang, Shuoyuan, Yixuan Li +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Semantic Web and Ontologies
14. Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator
    2025/05/22 by Shuoyuan Wang, Luo, Beier, Yixuan Li +4 · 2 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
15. Robust Conformalized Selection with Noisy Responses
    2026/07/25 by Chengyao Yu, Hongxin Wei, Bingyi Jing
    #stat.ML #cs.LG #stat.ME