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Huang, Zhen

  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, Dejian Yang +404 · 93 voices · 2054 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 · 164 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, Liu, Aixin +404 · 39 voices · 7 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, Liu, Aixin +310 · 5 voices · 285 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 +18 · 3 voices · 20 citations
    Chemistry · #Radioactive element chemistry and processing #cs.AI #cs.CL
  6. O1 Replication Journey: A Strategic Progress Report -- Part 1
    2024/10/08 by Yiwei Qin, Qin, Yiwei, Xuefeng Li +18 · 25 citations
    Engineering · Computer Science · #Spacecraft and Cryogenic Technologies #Distributed and Parallel Computing Systems #Service-Oriented Architecture and Web Services
  7. OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
    2024/06/18 by Zhen Huang, Huang, Zhen, Zengzhi Wang +52 · 19 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Conformer-Based Speech Recognition On Extreme Edge-Computing Devices
    2023/12/16 by Mingbin Xu, Xu, Mingbin, Alex Jin +20 · 2 voices · 1 citation
    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
  9. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    2024/09/03 by Wei Chen, Chen, Wei, Zhen Huang +21 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  10. DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
    2025/12/02 by DeepSeek-AI, Liu, Aixin, Mei, Aoxue +260 · 44 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. 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
  12. Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
    2021/03/29 by Xin Jin, Tianyu He, Jin, Xin +17 · 5 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
  13. 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 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning
    2025/01/11 by Zhongzhen Huang, Gui Geng, Huang, Zhongzhen +13 · 1 voice · 11 citations
    #cs.CL
  15. Constrained high-index saddle dynamics for the solution landscape with equality constraints
    2020/11/26 by Jianyuan Yin, Zhen Huang, Yin, Jianyuan +3 · 5 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Arctic and Antarctic ice dynamics
  16. Revealing Excited States of Rotational Bose-Einstein Condensates
    2023/01/01 by Jianyuan Yin, Zhen Huang, Yin, Jianyuan +7 · 6 citations
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #Strong Light-Matter Interactions #Physics of Superconductivity and Magnetism
  17. Interpreting Object-level Foundation Models via Visual Precision Search
    2024/11/25 by Ruoyu Chen, Chen, Ruoyu, Siyuan Liang +13 · 8 citations
    Computer Science · Social Sciences · #Constraint Satisfaction and Optimization #Geographic Information Systems Studies #Semantic Web and Ontologies
  18. Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
    2019/06/10 by Hu, Minghao, Peng, Yuxing, Huang, Zhen +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension
    2019/06/11 by Minghao Hu, Hu, Minghao, Yuxing Peng +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Classical-Quantum correspondence in Lindblad evolution
    2024/03/14 by Galkowski, Jeffrey, Huang, Zhen, Zworski, Maciej · 4 citations
    #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Physics (quant-ph)
  21. Multivariate Symmetry: Distribution-Free Testing via Optimal Transport
    2023/05/03 by Zhen Huang, Huang, Zhen, Bodhisattva Sen +1 · 3 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
  22. PELE scores: Pelvic X-ray Landmark Detection by Pelvis Extraction and Enhancement
    2023/05/07 by Zhen Huang, Han Li, Huang, Zhen +13 · 3 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
  23. GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence
    2023/10/09 by Zhihua Wen, Wen, Zhihua, Zhiliang Tian +11 · 3 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
  24. Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural Network Based Speech Enhancement
    2017/03/21 by Yong Xu, Jun Du, Xu, Yong +7 · 1 citation
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #FOS: Computer and information sciences #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing
  25. 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)
  26. Contextualization of ASR with LLM using phonetic retrieval-based augmentation
    2024/09/11 by Zhihong Lei, Xingyu Na, Lei, Zhihong +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
  27. Read + Verify: Machine Reading Comprehension with Unanswerable Questions
    2018/08/17 by Hu, Minghao, Wei, Furu, Peng, Yuxing +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Real-time propagation of adaptive sampling selected configuration interaction wave function
    2024/11/12 by Shee, Avijit, Huang, Zhen, Head-Gordon, Martin +1 · 3 citations
    #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Physics (quant-ph)
  29. 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)
  30. RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
    2024/10/15 by Zhongwu Chen, Chengjin Xu, Chen, Zhongwu +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  31. Revisiting Knowledge Distillation: An Inheritance and Exploration Framework
    2021/07/01 by Zhen Huang, Xu Shen, Huang, Zhen +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
  32. Structure-Guided Self-Supervised Matching for One-Shot Medical Landmark Detection
    2022/03/03 by Qingsong Yao, Huang, Zhen, Yao, Qingsong +10 · 1 citation
    Dentistry · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #Hip disorders and treatments #Musculoskeletal Disorders and Rehabilitation
  33. SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples
    2022/01/16 by Hao Wang, Yangguang Li, Wang, Hao +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  34. Coupled Lindblad pseudomode theory for simulating open quantum systems
    2025/06/12 by Huang, Zhen, Park, Gunhee, Chan, Garnet Kin-Lic +1 · 6 citations
    #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
  35. A Kernel Measure of Dissimilarity between M Distributions
    2022/10/02 by Huang, Zhen, Sen, Bodhisattva · 1 citation
    #60B05 #62G05 #62G10 #62H15 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
  36. VFlow: Discovering Optimal Agentic Workflows for Verilog Generation
    2025/03/30 by Wei, Yangbo, Huang, Zhen, Li, Huang +3 · 4 citations
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Multiagent Systems (cs.MA)
  37. Sequential Recommendation with Diffusion Models
    2023/04/10 by Hanwen Du, Huanhuan Yuan, Du, Hanwen +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
  38. DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation
    2023/08/05 by Lu, Menglong, Huang, Zhen, Zhao, Yunxiang +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Acoustic Model Fusion for End-to-end Speech Recognition
    2023/10/10 by Zhihong Lei, Lei, Zhihong, Mingbin Xu +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
  40. DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models
    2023/04/26 by Shitong Shao, Xiaohan Yuan, Shao, Shitong +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
  41. Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization
    2023/10/16 by Lei, Zhihong, Pusateri, Ernest, Han, Shiyi +8 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. OlympicArena Medal Ranks: Who Is the Most Intelligent AI So Far?
    2024/06/24 by Huang, Zhen, Wang, Zengzhi, Xia, Shijie +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical Imaging
    2025/02/20 by Zhen Huang, Huang, Zhen, Ronghao Xu +13 · 2 citations
    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
  44. Learn to Disguise: Avoid Refusal Responses in LLM's Defense via a Multi-agent Attacker-Disguiser Game
    2024/04/03 by Qianqiao Xu, Xu, Qianqiao, Zhiliang Tian +11 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Game Theory and Applications #Peer-to-Peer Network Technologies
  45. All-fiber highly efficient delivery of 2 kW laser over 2.45 km hollow-core fiber
    2025/05/03 by Shi, Jing, Rao, Binyu, Chen, Zilun +16 · 1 citation
    #FOS: Physical sciences #Optics (physics.optics)
  46. InnovatorBench: Evaluating Agents' Ability to Conduct Innovative LLM Research
    2025/10/31 by Wu, Yunze, Fu, Dayuan, Si, Weiye +13 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  47. Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities
    2025/02/09 by Ding, Hu, Hua, Pengxiang, Huang, Zhen · 1 citation
    #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
  48. Renormalization of States and Quasiparticles in Many-body Downfolding
    2024/11/20 by Annabelle Canestraight, Canestraight, Annabelle, Huang, Zhen +2 · 1 citation
    Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Quantum many-body systems #Theoretical and Computational Physics