Yuhao Zhou

1. DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
   2022/06/02 by Cheng Lu, Cheng Lü, Lu, Cheng +11 · 1 voice · 262 citations
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG #stat.ML
2. The Rise and Potential of Large Language Model Based Agents: A Survey
   2023/09/14 by Zhiheng Xi, Xi, Zhiheng, Wen-Xiang Chen +54 · 219 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
3. The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
   2023/11/02 by Shen Nie, Nie, Shen, Hanzhong Allan Guo +10 · 1 voice · 15 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
4. Secrets of RLHF in Large Language Models Part II: Reward Modeling
   2024/01/11 by Binghai Wang, Wang, Binghai, Rui Zheng +51 · 25 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
   2024/02/08 by Zhiheng Xi, Xi, Zhiheng, Wen-Xiang Chen +39 · 1 voice · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
6. A Semismooth Newton based Augmented Lagrangian Method for Nonsmooth Optimization on Matrix Manifolds
   2021/03/04 by Yuhao Zhou, Chenglong Bao, Zhou, Yuhao +5 · 6 citations
   Mathematics · #49J52 #58C20 #65K05 #90C26 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Fractional Differential Equations Solutions #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC)
7. Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement
   2023/05/23 by Zhiheng Xi, Xi, Zhiheng, Senjie Jin +13 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
8. Neural Graph Evolution: Towards Efficient Automatic Robot Design
   2019/06/12 by Tingwu Wang, Wang, Tingwu, Yuhao Zhou +5 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #RNA Research and Splicing #Reinforcement Learning in Robotics #Robotics (cs.RO)
9. Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
   2023/10/18 by Rui Zheng, Wei Shen, Zheng, Rui +20 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
10. MouSi: Poly-Visual-Expert Vision-Language Models
    2024/01/30 by Xiaoran Fan, Tao Ji, Fan, Xiaoran +45 · 4 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) #Multimodal Machine Learning Applications
11. HLE-Verified: A Systematic Verification and Structured Revision of Humanity's Last Exam
    2026/02/15 by Weiqi Zhai, Zhihai Wang, Jinghang Wang +32 · 1 voice
    #cs.CL
12. Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
    2025/06/12 by Yuhao Zhou, Zhou, Yuhao, Yiheng Wang +50 · 8 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
13. A Survey on Temporal Knowledge Graph: Representation Learning and Applications
    2024/03/02 by Li Cai, Xin Mao, Cai, Li +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Cognitive Computing and Networks
14. Personalized Federated Learning with Hidden Information on Personalized Prior
    2022/11/19 by Mingjia Shi, Yuhao Zhou, Shi, Mingjia +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data
15. Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training
    2024/12/17 by Mingjia Shi, Shi, Mingjia, Yuhao Zhou +18 · 2 citations
    Engineering · #68T07 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2 #Medical Imaging and Analysis
16. Data Efficient Any Transformer-to-Mamba Distillation via Attention Bridge
    2025/10/22 by Penghao Wang, Wang, Penghao, Yuhao Zhou +9 · 1 voice · 1 citation
    #cs.LG
17. Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence
    2023/02/27 by Yuhao Zhou, Mingjia Shi, Zhou, Yuhao +8 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
18. Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
    2025/12/18 by Wanghan Xu, Yuhao Zhou, Xu, Wanghan +214 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG
19. MVP-Tac: A Miniaturized Dual-Modal Vision and Photoelastic Tactile Sensor for Robot-Assisted Minimally Invasive Surgery
    2026/07/21 by Md Rakibul Islam Prince, Jaeeun Kim, Yuhao Zhou +9
    #cs.RO
20. Astrophysics on GPUs: introducing AGILE 1.0
    2026/07/21 by Oliver Porth, Adrian Kelly, Olaf Willocx +10
    #astro-ph.IM #astro-ph.HE #astro-ph.SR
21. VTAP Gripper: Synergizing Fingertip Sensing and a Visuo-Tactile Active Palm for Dexterous In-Hand Manipulation
    2026/07/16 by Yuhao Zhou, Sheeraz Athar, Zhixian Hu +4
    #cs.RO
22. TAC-LOCO: Unified Whole-Body Control for Quadrupedal TACtile-Informed LOCO-Manipulation
    2026/07/11 by Muqun Hu, Yuhao Zhou, Kabir Ray Malik +4
    #cs.RO