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Chao Du

  1. Scaling up Masked Diffusion Models on Text
    2024/10/24 by Shen Nie, Nie, Shen, Fengqi Zhu +12 · 58 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  2. Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
    2024/06/13 by Xuan Zhang, Chao Du, Zhang, Xuan +9 · 31 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  3. Improving Adversarial Robustness via Promoting Ensemble Diversity
    2019/01/25 by Tianyu Pang, Kun Xu, Pang, Tianyu +7 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
    2024/05/31 by Xiaojun Jia, Tianyu Pang, Jia, Xiaojun +13 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
  5. Defeating the Training-Inference Mismatch via FP16
    2025/10/30 by Penghui Qi, Qi, Penghui, Zichen Liu +11 · 4 voices · 8 citations
    #cs.LG #cs.AI #cs.CL
  6. Finetuning Text-to-Image Diffusion Models for Fairness
    2023/11/11 by Xudong Shen, Chao Du, Shen, Xudong +9 · 15 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift
    2024/06/27 by Siyuan Liang, Liang, Siyuan, Jiawei Liang +11 · 18 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
    2025/04/17 by Xiangyan Liu, Liu, Xiangyan, Jinjie Ni +13 · 27 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  9. Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates
    2024/10/09 by Xiaosen Zheng, Zheng, Xiaosen, Tianyu Pang +9 · 1 voice · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CR #cs.LG
  10. Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
    2024/12/24 by Zehan Wang, Ziang Zhang, Wang, Zehan +10 · 1 voice · 11 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
  11. Denial-of-Service Poisoning Attacks against Large Language Models
    2024/10/14 by Kuofeng Gao, Gao, Kuofeng, Tianyu Pang +9 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  12. Bootstrapping Language Models with DPO Implicit Rewards
    2024/06/14 by Changyu Chen, Chen, Changyu, Zichen Liu +13 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  13. Intriguing Properties of Data Attribution on Diffusion Models
    2023/11/01 by Xiaosen Zheng, Tianyu Pang, Zheng, Xiaosen +7 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
  14. Diffusion Language Models are Super Data Learners
    2025/11/05 by Jinjie Ni, Qian Liu, Ni, Jinjie +13 · 1 voice · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  15. Muon Outperforms Adam in Tail-End Associative Memory Learning
    2025/09/30 by Shuche Wang, Wang, Shuche, Fengzhuo Zhang +17 · 1 voice · 7 citations
    Engineering · Physics and Astronomy · #Muon and positron interactions and applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #cs.AI #cs.LG #math.OC
  16. Benchmarking Large Multimodal Models against Common Corruptions
    2024/01/22 by J. W. Zhang, Tianyu Pang, Zhang, Jiawei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. Fostering Video Reasoning via Next-Event Prediction
    2025/05/28 by Haonan Wang, Wang, Haonan, Hongfu Liu +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  18. AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
    2024/09/25 by Junting Lu, Zhiyang Zhang, Lu, Junting +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  19. Training Optimal Large Diffusion Language Models
    2025/09/28 by Jinjie Ni, Qian Liu, Ni, Jinjie +13 · 8 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
  20. QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design
    2025/05/22 by Benjamin Schneider, Schneider, Benjamin, Dongfu Jiang +6 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization #Video Surveillance and Tracking Methods
  21. Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
    2025/02/18 by Longxu Dou, Qian Liu, Dou, Longxu +73 · 2 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
  22. Contrastive Learning with Negative Sampling Correction
    2024/01/13 by Lu Wang, Chao Du, Wang, Lu +19 · 1 citation
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques
  23. Revealing emergent human-like conceptual representations from language prediction
    2025/01/21 by Ningyu Xu, Xu, Ningyu, Qi Zhang +12 · 1 voice · 1 citation
    Computer Science · Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. Orient Anything V2: Unifying Orientation and Rotation Understanding
    2026/01/09 by Zehan Wang, Ziang Zhang, Jiayang Xu +5 · 1 voice · 1 citation
    #cs.CV
  25. AI Delegates with a Dual Focus: Ensuring Privacy and Strategic Self-Disclosure
    2024/09/26 by Zhiyang Zhang, Xi Chen, Zhang, Zhiyang +17 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Digital Transformation in Law #Ethics and Social Impacts of AI #Legal and Policy Issues
  26. Scaling GUI Agents with Visual State Transitions
    2026/07/27 by Xiangyan Liu, Kaixin Li, Haonan Wang +6
    #cs.AI