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Wang, Zhendong

  1. Uformer: A General U-Shaped Transformer for Image Restoration
    2021/06/06 by Zhendong Wang, Wang, Zhendong, Xiaodong Cun +6 · 82 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  2. Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning
    2022/08/12 by Zhendong Wang, Wang, Zhendong, Jonathan J. Hunt +3 · 68 citations
    Computer Science · #Reinforcement Learning in Robotics
  3. DIRE for Diffusion-Generated Image Detection
    2023/03/16 by Wang, Zhendong, Bao, Jianmin, Zhou, Wengang +4 · 75 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
    2024/04/05 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 57 citations
    Physics and Astronomy · #Model Reduction and Neural Networks
  5. Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models
    2023/04/25 by Wang, Zhendong, Jiang, Yifan, Zheng, Huangjie +5 · 27 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Diffusion-GAN: Training GANs with Diffusion
    2022/06/05 by Wang, Zhendong, Zheng, Huangjie, He, Pengcheng +2 · 20 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Probabilistic Conformal Prediction Using Conditional Random Samples
    2022/06/14 by Wang, Zhendong, Gao, Ruijiang, Yin, Mingzhang +2 · 11 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  8. AltFreezing for More General Video Face Forgery Detection
    2023/07/17 by Wang, Zhendong, Bao, Jianmin, Zhou, Wengang +2 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. In-Context Learning Unlocked for Diffusion Models
    2023/05/01 by Wang, Zhendong, Jiang, Yifan, Lu, Yadong +5 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation
    2024/10/28 by Zhendong Wang, Zhaoshuo Li, Wang, Zhendong +21 · 16 citations
    Engineering · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Process Optimization and Integration #Robotics (cs.RO)
  11. Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
    2024/10/19 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Diffusion Policies creating a Trust Region for Offline Reinforcement Learning
    2024/05/30 by Chen, Tianyu, Wang, Zhendong, Zhou, Mingyuan · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization
    2024/06/10 by Gu, Yi, Wang, Zhendong, Yin, Yueqin +2 · 7 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Learning Enriched Illuminants for Cross and Single Sensor Color Constancy
    2022/03/21 by Cun, Xiaodong, Wang, Zhendong, Pun, Chi-Man +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
    2025/03/03 by Zhendong Wang, Wang, Zhendong, Jianmin Bao +9 · 10 citations
    Computer Science · Arts and Humanities · #Handwritten Text Recognition Techniques #Digital Humanities and Scholarship #Image Retrieval and Classification Techniques
  16. SmartEraser: Remove Anything from Images using Masked-Region Guidance
    2025/01/14 by Longtao Jiang, Jiang, Longtao, Zhendong Wang +13 · 1 voice · 7 citations
    #cs.CV
  17. Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
    2024/06/03 by Mingyuan Zhou, Zhendong Wang, Zhou, Mingyuan +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Analysis and Summarization
  18. Audio-Aware Large Language Models as Judges for Speaking Styles
    2025/06/06 by Cheng-Han Chiang, Chiang, Cheng-Han, Xiaofei Wang +18 · 10 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #electronic engineering #information engineering
  19. Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
    2025/06/05 by Yifan Sun, Jingyan Shen, Sun, Yifan +11 · 9 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 #Text Readability and Simplification #Topic Modeling
  20. Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts
    2024/02/12 by Yueqin Yin, Yin, Yueqin, Zhendong Wang +9 · 3 citations
    Computer Science · #Data Mining Algorithms and Applications
  21. Anything in Any Scene: Photorealistic Video Object Insertion
    2024/01/30 by Chen Bai, Zeman Shao, Bai, Chen +25 · 3 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
  22. STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
    2025/07/21 by Chiang, Cheng-Han, Wang, Xiaofei, Li, Linjie +7 · 10 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  23. Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization
    2024/02/22 by Xuxi Chen, Zhendong Wang, Chen, Xuxi +13 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  24. Cross-status Communication and Project Outcomesin OSS Development A Language Style Matching Perspective
    2021/04/08 by Han, Yisi, Wang, Zhendong, Feng, Yang +2 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  25. Self-Augmented Preference Optimization: Off-Policy Paradigms for Language Model Alignment
    2024/05/31 by Yueqin Yin, Zhendong Wang, Yin, Yueqin +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
  26. Enabling Efficient Deep Convolutional Neural Network-based Sensor Fusion for Autonomous Driving
    2022/02/22 by Zeng, Xiaoming, Wang, Zhendong, Hu, Yang · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Network Topology Optimization via Deep Reinforcement Learning
    2022/04/19 by Zhuoran Li, Li, Zhuoran, Xing Wang +13 · 1 citation
    Computer Science · Engineering · #Software-Defined Networks and 5G #Advanced Optical Network Technologies #Advanced Photonic Communication Systems
  28. A Behavior Regularized Implicit Policy for Offline Reinforcement Learning
    2022/02/19 by Yang, Shentao, Wang, Zhendong, Zheng, Huangjie +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  29. Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System
    2022/08/29 by Zhendong Wang, Wang, Zhendong, Xiaoming Zeng +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Malware Detection Techniques
  30. MPPN: Multi-Resolution Periodic Pattern Network For Long-Term Time Series Forecasting
    2023/06/12 by Wang, Xing, Wang, Zhendong, Yang, Kexin +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  31. Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction
    2023/02/28 by Wang, Xing, Yang, Kexin, Wang, Zhendong +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  32. Counterfactual Explanations for Time Series Forecasting
    2023/10/12 by Wang, Zhendong, Miliou, Ioanna, Samsten, Isak +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Beta Diffusion
    2023/09/14 by Zhou, Mingyuan, Chen, Tianqi, Wang, Zhendong +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  34. CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation
    2025/05/21 by Yuxuan Du, Zhendong Wang, Du, Yuxuan +10 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Image Enhancement Techniques
  35. Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation
    2025/03/10 by Tianyu Chen, Yasi Zhang, Chen, Tianyu +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
  36. Few-Step Diffusion via Score identity Distillation
    2025/05/19 by Zhou, Mingyuan, Gu, Yi, Wang, Zhendong · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
    2023/10/10 by Zheng, Huangjie, Wang, Zhendong, Yuan, Jianbo +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)