Zhendong Wang

1. Uformer: A General U-Shaped Transformer for Image Restoration
   2021/06/06 by Zhendong Wang, Wang, Zhendong, Xiaodong Cun +6 · 84 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 · 69 citations
   Computer Science · #Reinforcement Learning in Robotics
3. Uformer: A General U-Shaped Transformer for Image Restoration
   2022/06/01 by Zhendong Wang, Xiaodong Cun, Jianmin Bao +3 · 60 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods
4. Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
   2024/04/05 by Mingyuan Zhou, Huangjie Zheng, Zhou, Mingyuan +7 · 58 citations
   Physics and Astronomy · #Model Reduction and Neural Networks
5. 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)
6. Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
   2024/10/19 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 13 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
   2025/03/03 by Zhendong Wang, Jianmin Bao, Wang, Zhendong +9 · 10 citations
   Computer Science · Arts and Humanities · #Handwritten Text Recognition Techniques #Digital Humanities and Scholarship #Image Retrieval and Classification Techniques
8. SmartEraser: Remove Anything from Images using Masked-Region Guidance
   2025/01/14 by Longtao Jiang, Zhendong Wang, Jiang, Longtao +13 · 1 voice · 7 citations
   #cs.CV
9. 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
10. 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
11. 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
12. Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts
    2024/02/12 by Yueqin Yin, Zhendong Wang, Yin, Yueqin +9 · 3 citations
    Computer Science · #Data Mining Algorithms and Applications
13. 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
14. 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
15. 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
16. Network Topology Optimization via Deep Reinforcement Learning
    2022/04/19 by Zhuoran Li, Xing Wang, Li, Zhuoran +13 · 1 citation
    Computer Science · Engineering · #Software-Defined Networks and 5G #Advanced Optical Network Technologies #Advanced Photonic Communication Systems
17. 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
18. 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
19. Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation
    2025/03/10 by Tianyu Chen, Chen, Tianyu, Yasi Zhang +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
20. Curly Hair Simulation using Curly Finite Elements
    2026/07/24 by Xinming Pei, Zhendong Wang, Lei Lan +3
    #cs.GR
21. Learning-based Seam Correspondence Reconstruction in Sewing Patterns
    2026/07/23 by Zhendong Wang, Jintong Wang, Chen Liu +3
    #cs.CV #cs.GR