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Zhen Huang

  1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
    DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
    2025/01/22 by DeepSeek-AI, Daya Guo, Guo, Daya +404 · 93 voices · 1648 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
  2. LIMO: Less is More for Reasoning
    2025/02/05 by Yixin Ye, Y. M. Ye, Ye, Yixin +11 · 28 voices · 132 citations
    Computer Science · Decision Sciences · #Modeling and Simulation Systems #Simulation Techniques and Applications
  3. DeepSeek-V3 Technical Report
    2024/12/27 by DeepSeek-AI, Aixin Liu, Bei Feng +404 · 39 voices · 6 citations
    Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
  4. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
    2024/05/07 by Aixin Liu, DeepSeek-AI, Bei Feng +310 · 5 voices · 232 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
  5. O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?
    2024/11/25 by Zhen Huang, Haoyang Zou, Huang, Zhen +17 · 3 voices · 11 citations
    #cs.CL #cs.AI
  6. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    2024/09/03 by Wei Chen, Zhen Huang, Chen, Wei +21 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  7. OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
    2024/06/18 by Zhen Huang, Huang, Zhen, Zengzhi Wang +52 · 11 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Toward Real-world Single Image Deraining: A New Benchmark and Beyond
    2022/06/11 by Wei Li, Li, Wei, Qiming Zhang +9 · 6 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  9. Structure and properties of carboxymethyl cellulose/soy protein isolate blend edible films crosslinked by Maillard reactions
    2009/07/25 by Jun-Feng Su, Jun‐Feng Su, Zhen Huang +5 · 3 citations
    Materials Science · Agricultural and Biological Sciences · #Nanocomposite Films for Food Packaging #Microencapsulation and Drying Processes #Polysaccharides Composition and Applications
  10. Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
    2024/05/23 by Zhihua Wen, Wen, Zhihua, Zhiliang Tian +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. Conformer-Based Speech Recognition On Extreme Edge-Computing Devices
    2023/12/16 by Mingbin Xu, Alex Jin, Xu, Mingbin +20 · 2 voices
    Computer Science · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.LG #cs.PF
  12. Constrained high-index saddle dynamics for the solution landscape with equality constraints
    2020/11/26 by Jianyuan Yin, Yin, Jianyuan, Zhen Huang +3 · 4 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Arctic and Antarctic ice dynamics
  13. O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
    2025/01/11 by Zhongzhen Huang, Gui Geng, Huang, Zhongzhen +13 · 1 voice · 8 citations
    #cs.CL
  14. Multi-Satellite Beam Hopping Based on Load Balancing and Interference Avoidance for NGSO Satellite Communication Systems
    2022/12/01 by Zhiyuan Lin, Zuyao Ni, Linling Kuang +2 · 4 citations
    Engineering · Computer Science · #Satellite Communication Systems #Wireless Communication Networks Research #IoT Networks and Protocols
  15. Revealing Excited States of Rotational Bose-Einstein Condensates
    2023/01/01 by Jianyuan Yin, Zhen Huang, Yin, Jianyuan +7 · 5 citations
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #Strong Light-Matter Interactions #Physics of Superconductivity and Magnetism
  16. Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
    2021/03/29 by Xin Jin, Jin, Xin, Tianyu He +17 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  17. PELE scores: Pelvic X-ray Landmark Detection by Pelvis Extraction and Enhancement
    2023/05/07 by Zhen Huang, Huang, Zhen, Han Li +13 · 2 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Pelvic and Acetabular Injuries #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  18. Multivariate Symmetry: Distribution-Free Testing via Optimal Transport
    2023/05/03 by Zhen Huang, Huang, Zhen, Bodhisattva Sen +1 · 2 citations
    Mathematics · #60F05 #62G10 #62H15 #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  19. Unified error bounds for perturbations of non-Markovian open quantum systems in Gaussian environments
    2024/11/13 by Zhen Huang, Yuanran Zhu, Huang, Zhen +5 · 3 citations
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
  20. GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence
    2023/10/09 by Zhihua Wen, Zhiliang Tian, Wen, Zhihua +11 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Contextualization of ASR with LLM using phonetic retrieval-based augmentation
    2024/09/11 by Zhihong Lei, Lei, Zhihong, Xingyu Na +13 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  22. Electronic structure of the high-mobility two-dimensional antiferromagnetic metal GdTe3
    2020/10/27 by J. S. Liu, Liu, J. S., Shuchun Huan +23 · 1 citation
    Materials Science · Physics and Astronomy · #2D Materials and Applications #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Topological Materials and Phenomena
  23. Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition
    2020/11/26 by Zhen Huang, Huang, Zhen, Xu Shen +9 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM)
  24. Revisiting Knowledge Distillation: An Inheritance and Exploration Framework
    2021/07/01 by Zhen Huang, Huang, Zhen, Xu Shen +15 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  25. Single-atom nanozymes Co–N–C as an electrochemical sensor for detection of bioactive molecules
    2022/12/05 by Yiyi Liu, Peng Zhao, Yi Liang +10 · 1 citation
    Materials Science · Engineering · Biochemistry, Genetics and Molecular Biology · #Advanced Nanomaterials in Catalysis #Electrochemical sensors and biosensors #Advanced biosensing and bioanalysis techniques
  26. Sequential Recommendation with Diffusion Models
    2023/04/10 by Hanwen Du, Du, Hanwen, Huanhuan Yuan +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
  27. Acoustic Model Fusion for End-to-end Speech Recognition
    2023/10/10 by Zhihong Lei, Mingbin Xu, Lei, Zhihong +19 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  28. DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models
    2023/04/26 by Shitong Shao, Shao, Shitong, Xiaohan Yuan +9 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  29. RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
    2024/10/15 by Zhongwu Chen, Chen, Zhongwu, Chengjin Xu +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  30. H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical Imaging
    2025/02/20 by Zhen Huang, Huang, Zhen, Ronghao Xu +13 · 1 citation
    Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
  31. X-Stage: An Overlooked Pipeline Stage for Communication-Computation Overlap in DiT Inference
    2026/07/25 by Jianwen Xian, Zhiyuan Xu, Yuchen Li +8
    #cs.DC #cs.AI
  32. Handling maximal value drift in heatmap-based point localization via progressive order-preserving regularization
    2026/07/27 by Zhen Huang, Jiaxin Deng, Zailin Dong +1
    Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #3D Shape Modeling and Analysis #Advanced Vision and Imaging
  33. Accurate pixel-wise keypoint localization for rectangle symbol spotting in CAD images
    2026/07/27 by Jiaxin Deng, Zhen Huang, Junbiao Pang +2
  34. DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data
    2026/07/27 by Zhen Huang, Yikun Wang, Shijie Xia +1
    #cs.CL #cs.AI
  35. A Theoretical Framework for Predicting Soil Setup in Laterally Loaded Piles in Clay
    2026/07/24 by Zongyang Li, Zhen Huang, Li Shi +3
  36. Gradient-Energy Guided Block-Wise Perturbations for Sharpness-Aware Minimization
    2026/07/17 by Zhen Huang, Jiaxin Deng, Junbiao Pang
    #cs.LG #cs.AI