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Yi Zhu

  1. rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
    2025/01/08 by Xinyu Guan, Li Lyna Zhang, Guan, Xinyu +15 · 11 voices · 69 citations
    Computer Science · #Machine Learning and Data Classification #Intelligent Tutoring Systems and Adaptive Learning #Mathematics, Computing, and Information Processing
  2. ResNeSt: Split-Attention Networks
    2020/04/19 by Hang Zhang, Zhang, Hang, Chongruo Wu +21 · 1 voice · 16 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  3. You Only Cache Once: Decoder-Decoder Architectures for Language Models
    2024/05/08 by Yutao Sun, Sun, Yutao, Li Dong +15 · 2 voices · 25 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  4. Differential Transformer
    2024/10/07 by Tianzhu Ye, Li Dong, Ye, Tianzhu +11 · 7 voices
    Engineering · #Physics and Engineering Research Articles #cs.CL #cs.LG
  5. Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
    2022/07/12 by Zhihan Gao, Xingjian Shi, Gao, Zhihan +11 · 24 citations
    Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
  6. Efficient Large Language Models: A Survey
    2023/12/06 by Zhongwei Wan, Xin Wang, Wan, Zhongwei +23 · 1 voice · 25 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  7. An aged immune system drives senescence and ageing of solid organs
    2021/05/12 by Matthew J. Yousefzadeh, Rafael R. Flores, Yi Zhu +35 · 18 citations
    Immunology and Microbiology · Medicine · #Cytomegalovirus and herpesvirus research #Immune Cell Function and Interaction #Telomeres, Telomerase, and Senescence
  8. SOON: Scenario Oriented Object Navigation with Graph-based Exploration
    2021/03/31 by Fengda Zhu, Zhu, Fengda, Xiwen Liang +7 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  9. Towards Geospatial Foundation Models via Continual Pretraining
    2023/02/09 by Matías Mendieta, Mendieta, Matias, Boran Han +7 · 18 citations
    Engineering · Computer Science · #Remote-Sensing Image Classification #Automated Road and Building Extraction #Advanced Image and Video Retrieval Techniques
  10. AIM: Adapting Image Models for Efficient Video Action Recognition
    2023/02/06 by Taojiannan Yang, Yi Zhu, Yang, Taojiannan +9 · 16 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  11. PreDiff: Precipitation Nowcasting with Latent Diffusion Models
    2023/07/19 by Zhihan Gao, Xingjian Shi, Gao, Zhihan +15 · 17 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Flood Risk Assessment and Management
  12. Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks
    2019/11/18 by Fengda Zhu, Yi Zhu, Zhu, Fengda +5 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  13. Visual Prompt Tuning for Test-time Domain Adaptation
    2022/10/10 by Yunhe Gao, Xingjian Shi, Gao, Yunhe +13 · 11 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  14. MixGen: A New Multi-Modal Data Augmentation
    2022/06/16 by Xiaoshuai Hao, Hao, Xiaoshuai, Yi Zhu +11 · 9 citations
    Computer Science · #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) #Multimodal Machine Learning Applications #Topic Modeling
  15. A Review on Origami Simulations: From Kinematics, To Mechanics, Toward Multiphysics
    2022/05/01 by Zhu Yi, Yi Zhu, Mark Schenk +1 · 9 citations
    Engineering · Physics and Astronomy · #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials #Micro and Nano Robotics
  16. A Comprehensive Study of Deep Video Action Recognition
    2020/12/11 by Yi Zhu, Zhu, Yi, Xinyu Li +17 · 7 citations
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods
  17. Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks
    2026/07/22 by Mahsa Abdollahi, Yi Zhu, Heitor R. Guimarães +4 · 6 voices
    #eess.AS
  18. AMP-Activated Protein Kinase Functionally Phosphorylates Endothelial Nitric Oxide Synthase Ser633
    2009/01/09 by Zhen Chen, I‐Chen Peng, I-Chen Peng +12 · 27 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Metabolism, Diabetes, and Cancer #Nitric Oxide and Endothelin Effects #Cardiovascular Function and Risk Factors
  19. Motion-Aware Feature for Improved Video Anomaly Detection
    2019/07/24 by Yi Zhu, Zhu, Yi, Shawn Newsam +1 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  20. Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
    2023/04/10 by Shuhuai Ren, Ren, Shuhuai, Aston Zhang +13 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  21. rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset
    2025/05/27 by Yifei Liu, Liu, Yifei, Li Lyna Zhang +13 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research
  22. Hidden Two-Stream Convolutional Networks for Action Recognition
    2017/04/02 by Yi Zhu, Zhenzhong Lan, Zhu, Yi +5 · 6 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM)
  23. EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
    2024/09/26 by Kai Chen, Yunhao Gou, Chen, Kai +57 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  24. Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity
    2023/06/28 by Zhenlin Xu, Yi Zhu, Xu, Zhenlin +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  25. Progressive Coordinate Transforms for Monocular 3D Object Detection
    2021/08/12 by Li Wang, Li Zhang, Wang, Li +11 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  26. Improving Semantic Segmentation via Video Propagation and Label Relaxation
    2018/12/04 by Yi Zhu, Karan Sapra, Zhu, Yi +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  27. NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results
    2022/05/11 by Yawei Li, Li, Yawei, Kai Zhang +207 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  28. Temporal Difference Learning for High-Dimensional PIDEs with Jumps
    2023/07/06 by Liwei Lu, Hailong Guo, Lu, Liwei +5 · 3 citations
    Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fractional Differential Equations Solutions #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
  29. MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation
    2023/08/09 by Kaixin Cai, Pengzhen Ren, Cai, Kaixin +13 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  30. Blending Anti-Aliasing into Vision Transformer
    2021/10/28 by Shengju Qian, Hao Shao, Qian, Shengju +7 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
  31. Prompt-Learning for Short Text Classification
    2022/02/23 by Yi Zhu, Xinke Zhou, Zhu, Yi +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  32. rStar2-Agent: Agentic Reasoning Technical Report
    2025/08/28 by Ning Shang, Yifei Liu, Shang, Ning +27 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  33. Approximate reconstruction of inflationary potential with ACT observations
    2025/05/15 by Yi Zhu, X.-W. Wang, Yi, Zhu +5 · 9 citations
    Computer Science · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Target Tracking and Data Fusion in Sensor Networks
  34. UNIT: Unifying Image and Text Recognition in One Vision Encoder
    2024/09/06 by Yi Zhu, Yanpeng Zhou, Zhu, Yi +11 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection
  35. CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation
    2022/12/04 by Zicheng Zhang, Zhang, Zicheng, Yi Zhu +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  36. \mathbbA1-curves on log smooth varieties
    2014/07/21 by Qile Chen, Yi Zhu, Chen, Qile +1 · 1 citation
    Mathematics · #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometry and complex manifolds #Primary 14M22 #Secondary 14M17
  37. Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge
    2024/10/09 by Yi Zhu, Chirag Goel, Zhu, Yi +9 · 3 citations
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Cybercrime and Law Enforcement Studies #Ethics and Social Impacts of AI #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  38. Weakly Supervised Instance Segmentation using Class Peak Response
    2018/04/03 by Yanzhao Zhou, Zhou, Yanzhao, Yi Zhu +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  39. What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks
    2018/06/13 by Xueqing Deng, Deng, Xueqing, Yi Zhu +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  40. RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines
    2025/02/01 by Ping Yu, Dongming Shen, Yu, Pengfei +19 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  41. Global solutions of 3D incompressible MHD system with mixed partial dissipation and magnetic diffusion near an equilibrium
    2019/06/12 by Jiahong Wu, Yi Zhu, Wu, Jiahong +1 · 1 citation
    Engineering · Mathematics · #35A01 #35B35 #35B65 #76D03 #76E25 #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #Navier-Stokes equation solutions
  42. A First Physical-World Trajectory Prediction Attack via LiDAR-induced Deceptions in Autonomous Driving
    2024/06/17 by Yang Lou, Yi Zhu, Lou, Yang +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Digital and Cyber Forensics
  43. High Reynolds number and high Weissenberg number Oldroyd-B model with dissipation
    2020/01/11 by Peter Constantin, Constantin, Peter, Jiahong Wu +5 · 1 citation
    Engineering · Mathematics · #35Q35 (Secondary) #76A05 (Primary) 35B35 #Analysis of PDEs (math.AP) #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Navier-Stokes equation solutions
  44. On Constructing Confidence Region for Model Parameters in Stochastic Gradient Descent via Batch Means
    2019/11/04 by Yi Zhu, Jing Dong, Zhu, Yi +1 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
  45. Quasi-Phase-Matching Enabled by van der Waals Stacking
    2024/11/01 by Yilin Tang, Kabilan Sripathy, Tang, Yilin +19 · 3 citations
    Engineering · Physics and Astronomy · #Applied Physics (physics.app-ph) #Chalcogenide Semiconductor Thin Films #FOS: Physical sciences #Force Microscopy Techniques and Applications #Optics (physics.optics) #Semiconductor materials and interfaces
  46. CrossNorm and SelfNorm for Generalization under Distribution Shifts
    2021/02/04 by Zhiqiang Tang, Yunhe Gao, Tang, Zhiqiang +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  47. Chinese Idiom Paraphrasing
    2022/04/15 by Jipeng Qiang, Qiang, Jipeng, Yang Li +11 · 1 citation
    Computer Science · Psychology · #Natural Language Processing Techniques #Language, Metaphor, and Cognition #Topic Modeling
  48. Global well-posedness for 2D non-resistive compressible MHD system in periodic domain
    2022/06/19 by Jiahong Wu, Yi Zhu, Wu, Jiahong +1 · 1 citation
    Engineering · Mathematics · #35A01 #35A02 #35Q35 #76W05 #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #Navier-Stokes equation solutions
  49. SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction
    2023/01/21 by Zhiqi Lin, Youshan Miao, Lin, Zhiqi +23 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  50. Distinct adipose progenitor cells emerging with age drive active adipogenesis
    2025/04/24 by Guan Wang, Gaoyan Li, Anying Song +19 · 1 voice · 2 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Adipose Tissue and Metabolism #Adipokines, Inflammation, and Metabolic Diseases #Single-cell and spatial transcriptomics
  51. Sentence Simplification via Large Language Models
    2023/02/23 by Yutao Feng, Jipeng Qiang, Feng, Yutao +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  52. Antimicrobial peptides: An alternative to traditional antibiotics
    2024/02/01 by Shuaiqi Ji, Feiyu An, Taowei Zhang +6 · 1 citation
  53. FGF21 promotes longevity in diet-induced obesity through metabolic benefits independent of growth suppression
    2025/06/16 by Christy Gliniak, Christy M. Gliniak, Ruth Gordillo +15 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Epigenetics and DNA Methylation #Fibroblast Growth Factor Research #Kruppel-like factors research
  54. Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation
    2024/03/13 by Zicheng Zhang, Zhang, Zicheng, Tong Zhang +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  55. Prompt-tuning for Clickbait Detection via Text Summarization
    2024/04/17 by Haoxiang Deng, Yi Zhu, Deng, Haoxiang +11 · 1 citation
    Computer Science · Social Sciences · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection
  56. Parsing Tweets into Universal Dependencies
    2018/04/23 by Yijia Liu, Liu, Yijia, Yi Zhu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  57. SparseGrasp: Robotic Grasping via 3D Semantic Gaussian Splatting from Sparse Multi-View RGB Images
    2024/12/03 by Jinhui Yu, Xinlin Ren, Yu, Junqiu +17 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Hand Gesture Recognition Systems #Industrial Vision Systems and Defect Detection
  58. Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
    2025/07/23 by Yun He, He, Yufei, Ruoyu Li +18 · 4 citations
    Computer Science · Engineering · Psychology · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Human-Automation Interaction and Safety
  59. Progressive Document-level Text Simplification via Large Language Models
    2025/01/07 by Jipeng Qiang, Fang, Dengzhao, Yi Zhu +8 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  60. OLEDLM: A Unified Language Model for OLED Molecular Design
    2026/07/22 by Fukang Wen, Yuchong Tang, Jingyuan Li +9
    #cs.LG
  61. UNIFUSION: Adapting Autoregressive Language Models into Discrete Diffusion under a Unified Reverse-Rate Objective
    2026/07/27 by Xiaoyi Jiang, Jingyuan Li, Yixuan Jiang +4
    #cs.LG #cs.AI
  62. Adversarial Prompts for Acceptance Collapse in Speculative Decoding
    2026/07/23 by Run Wang, Chaoyi Zhou, Xi Liu +7
    #cs.CR #cs.CL #cs.LG
  63. Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy
    2026/07/23 by Jingyuan Li, Xiaoyi Jiang, Yixuan Jiang +4 · 1 citation
    #cs.LG #cs.AI