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Tong Zhang

  1. RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment
    2023/04/13 by Hanze Dong, Wei Xiong, Dong, Hanze +15 · 98 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) #Music and Audio Processing #Speech Recognition and Synthesis #Topic Modeling
  2. Stochastic Gradient Descent for Non-smooth Optimization: Convergence\n Results and Optimal Averaging Schemes
    2012/12/08 by Ohad Shamir, Shamir, Ohad, Tong Zhang +1 · 57 citations
    Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
  3. Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts
    2024/06/18 by Haoxiang Wang, Wang, Haoxiang, Wei Xiong +7 · 72 citations
    Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making
  4. SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator
    2018/07/04 by Cong Fang, Fang, Cong, Chris Junchi Li +5 · 25 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  5. RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models
    2023/12/31 by Cheng Niu, Yuanhao Wu, Niu, Cheng +13 · 50 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Text Readability and Simplification #Topic Modeling
  6. Closing the B-tree vs. LSM-tree Write Amplification Gap on Modern Storage Hardware with Built-in Transparent Compression
    2021/07/27 by Yifan Qiao, Qiao, Yifan, Xubin Chen +9 · 2 voices · 1 citation
    #cs.DB
  7. Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint
    2023/12/18 by Wei Xiong, Xiong, Wei, Hanze Dong +11 · 48 citations
    Computer Science · Social Sciences · #Topic Modeling #Speech and dialogue systems #Language and cultural evolution
  8. LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
    2024/03/26 by Rui Pan, Pan, Rui, Xiang Liu +11 · 1 voice · 14 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #cs.AI #cs.CL #cs.LG #math.OC
  9. Adaptive Sampling Towards Fast Graph Representation Learning
    2018/09/14 by Wenbing Huang, Tong Zhang, Huang, Wenbing +5 · 40 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Complex Network Analysis Techniques
  10. EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain
    2024/01/30 by Wei Zhang, Zhang, Wei, Miaoxin Cai +7 · 40 citations
    Computer Science · Engineering · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
  11. Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning
    2023/11/29 by Yingdong Hu, Hu, Yingdong, Fanqi Lin +7 · 36 citations
    Computer Science · #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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)
  12. Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
    2018/02/23 by Kaiqing Zhang, Zhuoran Yang, Zhang, Kaiqing +7 · 18 citations
    Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  13. Mitigating the Alignment Tax of RLHF
    2023/09/12 by Yong Lin, Lin, Yong, Hangyu Lin +23 · 28 citations
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  14. Projected land ice contributions to twenty-first-century sea level rise
    2021/05/05 by Tamsin L. Edwards, Tamsin Edwards, Sophie Nowicki +100 · 24 citations
    Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Cryospheric studies and observations #Geophysics and Gravity Measurements
  15. MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance
    2024/01/05 by Renjie Pi, Pi, Renjie, Tianyang Han +14 · 26 citations
    Computer Science · Health Professions · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  16. EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
    2025/02/13 by Ruizhao Yang, Yang, Rui, Hanyang Chen +21 · 49 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  17. Multi-Label Prediction via Compressed Sensing
    2009/02/08 by Daniel Hsu, Sham M. Kakade, Hsu, Daniel +5 · 11 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
  18. Stochastic Optimization with Importance Sampling
    2014/01/13 by Peilin Zhao, Tong Zhang, Zhao, Peilin +1 · 18 citations
    Computer Science · Decision Sciences · Engineering · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Sparse and Compressive Sensing Techniques
  19. A Field Guide to Federated Optimization
    2021/07/14 by Jianyu Wang, Wang, Jianyu, Zachary Charles +103 · 16 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  20. Uncertainty-aware Joint Salient Object and Camouflaged Object Detection
    2021/04/06 by Aixuan Li, Jing Zhang, Li, Aixuan +9 · 13 citations
    Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Olfactory and Sensory Function Studies #Visual Attention and Saliency Detection
  21. Deep Subspace Clustering Networks
    2017/09/08 by Pan Ji, Tong Zhang, Ji, Pan +7 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Speech and Audio Processing #Video Surveillance and Tracking Methods
  22. Optimal Feature Transport for Cross-View Image Geo-Localization
    2019/07/11 by Yujiao Shi, Shi, Yujiao, Xin Yu +7 · 10 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Advanced Neural Network Applications
  23. ISMIP6 Antarctica: a multi-model ensemble of the Antarctic ice sheet evolution over the 21st century
    2020/09/17 by Hélène Seroussi, Sophie Nowicki, A. J. Payne +44 · 13 citations
    Earth and Planetary Sciences · Medicine · #Climate change and permafrost #Cryospheric studies and observations #Winter Sports Injuries and Performance
  24. A tail inequality for quadratic forms of subgaussian random vectors
    2011/10/13 by Daniel Hsu, Sham M. Kakade, Hsu, Daniel +3 · 7 citations
    Mathematics · #Approximation Theory and Sequence Spaces #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Inequalities and Applications #Point processes and geometric inequalities #Probability (math.PR)
  25. DetGPT: Detect What You Need via Reasoning
    2023/05/23 by Renjie Pi, Pi, Renjie, Jiahui Gao +19 · 1 voice · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.AI #cs.CV
  26. A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
    2025/04/15 by Wei Xiong, Xiong, Wei, Jiarui Yao +18 · 46 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  27. R-Tuning: Instructing Large Language Models to Say `I Don't Know'
    2023/11/16 by Hanning Zhang, Zhang, Hanning, Shizhe Diao +15 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  28. Scaling Mesh Generation via Compressive Tokenization
    2024/11/11 by Haohan Weng, Weng, Haohan, Zibo Zhao +21 · 25 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computational Geometry and Mesh Generation #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  29. PerceptionGPT: Effectively Fusing Visual Perception into LLM
    2023/11/11 by Renjie Pi, Pi, Renjie, Lewei Yao +7 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  30. Code as Agent Harness
    2026/05/18 by Xuying Ning, Katherine Tieu, Dongqi Fu +39 · 4 voices · 1 citation
    #cs.CL #cs.AI
  31. Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave Minimax Problems
    2020/01/11 by Luo Luo, Luo, Luo, Haishan Ye +5 · 8 citations
    Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Markov Chains and Monte Carlo Methods
  32. NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks
    2019/05/01 by Yandong Li, Lijun Li, Li, Yandong +7 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
  33. Accelerating Minibatch Stochastic Gradient Descent using Stratified Sampling
    2014/05/13 by Peilin Zhao, Tong Zhang, Zhao, Peilin +1 · 8 citations
    Computer Science · Decision Sciences · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Advanced Bandit Algorithms Research
  34. LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
    2023/06/21 by Shizhe Diao, Diao, Shizhe, Rui Pan +11 · 1 voice · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning and Data Classification #cs.AI #cs.CL
  35. Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data
    2023/02/24 by KaShun Shum, Shizhe Diao, Shum, KaShun +3 · 10 citations
    Computer Science · Neuroscience · #Time Series Analysis and Forecasting #EEG and Brain-Computer Interfaces
  36. Truncated Power Method for Sparse Eigenvalue Problems
    2011/12/12 by Xiao–Tong Yuan, Tong Zhang, Yuan, Xiao-Tong +1 · 6 citations
    Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
  37. Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
    2024/02/11 by Chenlu Ye, Wei Xiong, Ye, Chenlu +7 · 11 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Decision-Making Techniques #Evaluation and Optimization Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
  38. ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
    2024/06/28 by Rui Pan, Pan, Rui, Zhang, Dylan +12 · 12 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Algorithms and Data Compression #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
  39. Efficient Decision-based Black-box Adversarial Attacks on Face Recognition
    2019/04/09 by Yinpeng Dong, Hang Su, Dong, Yinpeng +11 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Machine Learning (cs.LG)
  40. Learning with Structured Sparsity
    2009/03/17 by Junzhou Huang, Tong Zhang, Huang, Junzhou +3 · 4 citations
    Computer Science · Engineering · #Blind Source Separation Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
  41. Efficient Distributed Learning with Sparsity
    2016/05/25 by Jialei Wang, Mladen Kolar, Wang, Jialei +5 · 5 citations
    Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Distributed Sensor Networks and Detection Algorithms
  42. PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
    2024/05/27 by Haohan Weng, Yikai Wang, Weng, Haohan +7 · 11 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  43. An Efficient Sum-Rate Maximization Algorithm for Fluid Antenna-Assisted ISAC System
    2024/05/10 by Qian Zhang, Zhang, Qian, Mingjie Shao +8 · 10 citations
    Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Information Theory (cs.IT) #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
  44. Black-box Prompt Learning for Pre-trained Language Models
    2022/01/21 by Shizhe Diao, Diao, Shizhe, Zhichao Huang +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  45. Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study
    2020/04/27 by Qifang Bi, Yongsheng Wu, Shujiang Mei +20 · 13 citations
    Mathematics · Medicine · #COVID-19 Impact on Reproduction #COVID-19 epidemiological studies #SARS-CoV-2 and COVID-19 Research
  46. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
    2025/06/03 by Qianhui Wu, Kanzhi Cheng, Wu, Qianhui +32 · 27 citations
    Computer Science · #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Gaze Tracking and Assistive Technology
  47. TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction
    2023/01/05 by Bahar Aydemir, Aydemir, Bahar, Ludo Hoffstetter +7 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  48. HuB: Learning Extreme Humanoid Balance
    2025/05/12 by Tong Zhang, Boyuan Zheng, Zhang, Tong +19 · 21 citations
    Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Motor Control and Adaptation #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
  49. ADAPT: Action-aware Driving Caption Transformer
    2023/02/01 by Bu Jin, Jin, Bu, Xinyu Liu +15 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Explainable Artificial Intelligence (XAI)
  50. Self-rewarding correction for mathematical reasoning
    2025/02/26 by Wei Xiong, Hanning Zhang, Xiong, Wei +9 · 15 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  51. TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
    2024/07/03 by Ruida Wang, Jipeng Zhang, Wang, Ruida +11 · 10 citations
    Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Engineering Technology and Methodologies #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Quality and Management Systems #Semantic Web and Ontologies
  52. Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement Learning: Adaptivity and Computational Efficiency
    2023/02/21 by Heyang Zhao, Jiafan He, Zhao, Heyang +7 · 7 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Smart Grid Energy Management
  53. Second-Order Methods with Cubic Regularization Under Inexact Information
    2017/10/16 by Saeed Ghadimi, Ghadimi, Saeed, Han Liu +3 · 4 citations
    Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
  54. Management Options for Reducing the Release of Antibiotics and Antibiotic Resistance Genes to the Environment
    2013/06/04 by Amy Pruden, D. G. Joakim Larsson, D.G. Joakim Larsson +14 · 3 citations
    Environmental Science · Immunology and Microbiology · #Antibiotic Use and Resistance #Fecal contamination and water quality #Pharmaceutical and Antibiotic Environmental Impacts
  55. I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error
    2015/07/03 by Jianqing Fan, Fan, Jianqing, Han Liu +5 · 3 citations
    Computer Science · Engineering · Mathematics · #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
  56. Gradient based Feature Attribution in Explainable AI: A Technical Review
    2024/03/15 by Yongjie Wang, Tong Zhang, Wang, Yongjie +5 · 8 citations
    Computer Science · Engineering · #Explainable Artificial Intelligence (XAI) #Medical Imaging and Analysis
  57. Reverse Diffusion Monte Carlo
    2023/07/05 by Xunpeng Huang, Hanze Dong, Huang, Xunpeng +7 · 6 citations
    Computer Science · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  58. A Sober Look at the Robustness of CLIPs to Spurious Features
    2024/03/18 by Qizhou Wang, Lin Yong, Wang, Qizhou +9 · 7 citations
    Computer Science · #Digital Imaging for Blood Diseases #AI in cancer detection
  59. Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective
    2018/03/29 by Jing Zhang, Tong Zhang, Zhang, Jing +7 · 9 citations
    Computer Science · #Visual Attention and Saliency Detection #Advanced Neural Network Applications #Mobile Crowdsensing and Crowdsourcing
  60. Consistent123: Improve Consistency for One Image to 3D Object Synthesis
    2023/10/12 by Haohan Weng, Weng, Haohan, Tianyu Yang +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  61. UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders
    2020/04/13 by Jing Zhang, Deng-Ping Fan, Zhang, Jing +11 · 5 citations
    Computer Science · Neuroscience · #Visual Attention and Saliency Detection #Face Recognition and Perception #Image and Video Quality Assessment
  62. Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories
    2023/06/08 by Shizhe Diao, Diao, Shizhe, Tianyang Xu +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  63. A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition
    2019/05/11 by Yang Li, Li, Yang, Wenming Zheng +13 · 3 citations
    Computer Science · Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Biological sciences #FOS: Electrical engineering #Gaze Tracking and Assistive Technology #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
  64. Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases
    2023/04/18 by Wentao Zhang, Yujun Huang, Zhang, Wentao +9 · 5 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Mycobacterium research and diagnosis
  65. Stress-sensitive neural circuits change the gut microbiome via duodenal glands
    2024/08/08 by Hao Chang, Matthew H. Perkins, Leonardo Santana Novaes +7 · 1 voice · 6 citations
    Neuroscience · Medicine · Biochemistry, Genetics and Molecular Biology · #Vagus Nerve Stimulation Research #Gastrointestinal motility and disorders #Gut microbiota and health
  66. Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
    2024/04/04 by Miao Lü, Lu, Miao, Han Zhong +5 · 6 citations
    Business, Management and Accounting · Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Parking Systems Research #Supply Chain and Inventory Management
  67. A Proximal-Gradient Homotopy Method for the Sparse Least-Squares Problem
    2012/03/14 by Lin Xiao, Tong Zhang, Xiao, Lin +1 · 2 citations
    Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  68. DeEPCA: Decentralized Exact PCA with Linear Convergence Rate
    2021/02/08 by Haishan Ye, Ye, Haishan, Tong Zhang +1 · 3 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural dynamics and brain function #Optimization and Control (math.OC)
  69. TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data
    2024/07/21 by Jipeng Zhang, Zhang, Jipeng, Qin, Yaxuan +8 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Online Learning and Analytics
  70. Spurious Feature Diversification Improves Out-of-distribution Generalization
    2023/09/29 by Lin Yong, Tan Lu, Lin, Yong +13 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
  71. Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
    2024/05/26 by Xunpeng Huang, Huang, Xunpeng, Difan Zou +9 · 5 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
  72. End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
    2018/08/10 by Wenhan Luo, Luo, Wenhan, Peng Sun +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Animal Interaction Studies #Video Surveillance and Tracking Methods
  73. CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer
    2023/11/11 by Haoyu Ma, Tong Zhang, Ma, Haoyu +9 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  74. EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing
    2024/07/18 by Wei Zhang, Zhang, Wei, Miaoxin Cai +9 · 5 citations
    Social Sciences · Computer Science · #Geographic Information Systems Studies #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  75. On the Convergence of Federated Averaging with Cyclic Client Participation
    2023/02/06 by Yae Jee Cho, Pranay Sharma, Cho, Yae Jee +9 · 3 citations
    Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Wireless Networks and Protocols #and Cluster Computing (cs.DC)
  76. Involution: Inverting the Inherence of Convolution for Visual Recognition
    2021/03/10 by Duo Li, Li, Duo, Jie Hu +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  77. AdaGrad under Anisotropic Smoothness
    2024/06/21 by Yuxing Liu, Rui Pan, Liu, Yuxing +3 · 6 citations
    Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Approximation and Integration #Optimization and Control (math.OC)
  78. Multi-consensus Decentralized Accelerated Gradient Descent
    2020/05/02 by Haishan Ye, Ye, Haishan, Luo Luo +5 · 3 citations
    Computer Science · Engineering · #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  79. Efficiency and Optimal Loads Analysis for Multiple-Receiver Wireless Power Transfer Systems
    2015/02/11 by Minfan Fu, Tong Zhang, Chengbin Ma +1 · 5 citations
    Engineering · #Wireless Power Transfer Systems #Energy Harvesting in Wireless Networks #Advanced Battery Technologies Research
  80. Direct activation of a bacterial innate immune system by a viral capsid protein
    2022/11/16 by Tong Zhang, Hedvig Tamman, Kyo Coppieters ’t Wallant +11 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Environmental Science · #Bacteriophages and microbial interactions #RNA and protein synthesis mechanisms #Vibrio bacteria research studies
  81. G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation
    2021/08/17 by Lewei Yao, Renjie Pi, Yao, Lewei +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  82. Algebraic threefolds of general type with small volume
    2022/04/05 by Yong Hu, Hu, Yong, Tong Zhang +1 · 2 citations
    Mathematics · #Algebraic Geometry and Number Theory #Geometric and Algebraic Topology #Advanced Algebra and Geometry
  83. Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
    2025/05/05 by Jiarui Yao, Yao, Jiarui, Yifan Hao +11 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  84. ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations
    2019/11/02 by Shizhe Diao, Diao, Shizhe, Jiaxin Bai +7 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  85. Effective Sparsification of Neural Networks with Global Sparsity Constraint
    2021/05/03 by Xiao Zhou, Weizhong Zhang, Zhou, Xiao +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  86. Neural Collaborative Subspace Clustering
    2019/04/24 by Tong Zhang, Pan Ji, Zhang, Tong +7 · 3 citations
    Computer Science · #Face and Expression Recognition #Advanced Clustering Algorithms Research #Neural Networks and Applications
  87. Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
    2022/03/31 by Tong Zhang, Zhang, Tong, Congpei Qiu +7 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
  88. End-to-end Active Object Tracking via Reinforcement Learning
    2017/05/30 by Wenhan Luo, Luo, Wenhan, Peng Sun +9 · 2 citations
    Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Impact of Light on Environment and Health #IoT-based Smart Home Systems #Video Surveillance and Tracking Methods
  89. Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions
    2022/05/13 by Jiafan He, He, Jiafan, Dongruo Zhou +5 · 2 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
  90. Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
    2022/06/15 by Alekh Agarwal, Agarwal, Alekh, Tong Zhang +1 · 2 citations
    Computer Science · Physics and Astronomy · Decision Sciences · #Machine Learning and Algorithms #Model Reduction and Neural Networks #Advanced Bandit Algorithms Research
  91. Designed strategies of nanofiltration technology for Mg2+/Li+ separation from salt-lake brine: A comprehensive review
    2022/11/08 by Tong Zhang, Wenjia Zheng, Qiaoying Wang +2 · 16 citations
    Engineering · Environmental Science · #Extraction and Separation Processes #Advancements in Battery Materials #Recycling and Waste Management Techniques
  92. Desigen: A Pipeline for Controllable Design Template Generation
    2024/03/14 by Haohan Weng, Weng, Haohan, Danqing Huang +11 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques
  93. Black-Box Adversarial Attack with Transferable Model-based Embedding
    2019/11/17 by Zhichao Huang, Tong Zhang, Huang, Zhichao +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  94. Antibiotics, Antibiotic Resistance Genes, and Bacterial Community Composition in Fresh Water Aquaculture Environment in China
    2015/03/10 by Wenguang Xiong, Yongxue Sun, Tong Zhang +4 · 1 citation
  95. Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
    2016/02/07 by Rie Johnson, Johnson, Rie, Tong Zhang +1 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  96. Generalizable Geometric Image Caption Synthesis
    2025/09/18 by Yue Xin, Wenyuan Wang, Xin, Yue +13 · 1 voice · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
  97. Improved Optimization of Finite Sums with Minibatch Stochastic Variance Reduced Proximal Iterations
    2017/06/21 by Jialei Wang, Wang, Jialei, Tong Zhang +1 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Sparse and Compressive Sensing Techniques
  98. Deep manifold-to-manifold transforming network for action recognition
    2017/05/30 by Tong Zhang, Wenming Zheng, Zhang, Tong +5 · 1 citation
    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
  99. Fibered varieties over curves with low slope and sharp bounds in dimension three
    2018/03/11 by Yong Hu, Tong Zhang, Hu, Yong +1 · 1 citation
    Computer Science · Mathematics · #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #FOS: Mathematics #Geometric and Algebraic Topology #Polynomial and algebraic computation
  100. Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game
    2022/05/31 by Wei Xiong, Xiong, Wei, Han Zhong +9 · 2 citations
    Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  101. Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
    2025/04/03 by Congpei Qiu, Qiu, Congpei, Yanhao Wu +6 · 5 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Geography and Education Methods #Open Education and E-Learning
  102. UAV-RIS-Aided Space-Air-Ground Integrated Network: Interference Alignment Design and DoF Analysis
    2023/05/09 by Jingfu Li, Gaojie Chen, Li, Jingfu +9 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Satellite Communication Systems #Telecommunications and Broadcasting Technologies
  103. Modeling Localness for Self-Attention Networks
    2018/10/24 by Baosong Yang, Zhaopeng Tu, Yang, Baosong +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  104. Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry
    2018/10/12 by Yonggen Ling, Ling, Yonggen, Linchao Bao +15 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  105. Multi-Head Attention with Disagreement Regularization
    2018/10/24 by Jian Li, Zhaopeng Tu, Li, Jian +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  106. On DoF of Active RIS-Assisted MIMO Interference Channel with Arbitrary Antenna Configurations: When Will RIS Help?
    2022/11/22 by Shuo Zheng, Bojie Lv, Zheng, Shuo +11 · 2 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #Information Theory (cs.IT)
  107. Modeling from Features: a Mean-field Framework for Over-parameterized Deep Neural Networks
    2020/07/02 by Cong Fang, Fang, Cong, Jason D. Lee +5 · 1 citation
    Computer Science · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Machine Learning in Materials Science #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  108. Time-Frequency Consistency Learning for Robust Speech Deepfake Detection
    2026/07/20 by Jun Xue, Zhuolin Yi, Yanzhen Ren +6 · 1 voice
    #cs.SD #cs.AI
  109. StepWiser: Stepwise Generative Judges for Wiser Reasoning
    2025/08/26 by Wei Xiong, Xiong, Wei, Wenting Zhao +11 · 1 voice · 10 citations
    #cs.AI #cs.CL
  110. Data Augmentation via Latent Diffusion for Saliency Prediction
    2024/09/11 by Bahar Aydemir, Aydemir, Bahar, Deblina Bhattacharjee +7 · 2 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Diverse Topics in Contemporary Research #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection
  111. AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
    2024/01/03 by Ernest Perkowski, Rui Pan, Perkowski, Ernest +25 · 2 citations
    Computer Science · #Astrophysics of Galaxies (astro-ph.GA) #Computation and Language (cs.CL) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Solar and Stellar Astrophysics (astro-ph.SR) #Topic Modeling
  112. Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation
    2021/05/27 by Lewei Yao, Renjie Pi, Yao, Lewei +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  113. Exploring Geometric Consistency for Monocular 3D Object Detection
    2021/04/12 by Qing Lian, Lian, Qing, Botao Ye +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
  114. Large Language Model Agents for Radio Map Generation and Wireless Network Planning
    2025/01/20 by Wanli Ni, Quan, Hongye, Tong Zhang +12 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #IPv6, Mobility, Handover, Networks, Security #Information Theory (cs.IT) #Service-Oriented Architecture and Web Services #Speech and dialogue systems
  115. Minimax Regret Optimization for Robust Machine Learning under Distribution Shift
    2022/02/11 by Alekh Agarwal, Agarwal, Alekh, Tong Zhang +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  116. A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization
    2021/11/03 by Renzhe Xu, Xingxuan Zhang, Xu, Renzhe +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Machine Learning and ELM
  117. Efficient Neural Network Training via Forward and Backward Propagation\n Sparsification
    2021/11/10 by Xiao Zhou, Weizhong Zhang, Zhou, Xiao +7 · 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 #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
  118. Time Series Generation with Masked Autoencoder
    2022/01/14 by Mengyue Zha, Zha, Mengyue, SiuTim Wong +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Time Series Analysis and Forecasting
  119. Deep Non-rigid Structure-from-Motion: A Sequence-to-Sequence Translation Perspective
    2022/04/10 by Hui Deng, Tong Zhang, Deng, Hui +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Optical measurement and interference techniques
  120. Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
    2024/07/10 by Dake Zhang, Boxiang Lyu, Zhang, Dake +7 · 2 citations
    Psychology · #Optimism, Hope, and Well-being
  121. Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference
    2024/09/30 by Ke Yi, Yi, Ke, Jianwei Zhang +10 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  122. A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization
    2016/04/13 by Shun Zheng, Jialei Wang, Zheng, Shun +7 · 1 citation
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  123. Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4
    2025/10/30 by Yuxin Li, Minghao Liu, Li, Yuxin +15 · 2 voices
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  124. Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code
    2024/10/24 by Jipeng Zhang, Jianshu Zhang, Zhang, Jipeng +13 · 2 citations
    Computer Science · #Digital Rights Management and Security #Library Science and Information Systems
  125. Particle-based Variational Inference with Preconditioned Functional Gradient Flow
    2022/11/25 by Hanze Dong, Dong, Hanze, Xi Wang +5 · 1 citation
    Engineering · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical methods in engineering
  126. Mesh Neural Cellular Automata
    2024/07/19 by Ehsan Pajouheshgar, Yitao Xu, Alexander Mordvintsev +3 · 2 citations
  127. Five-Minute Rule 40 Years Later: A First-Principles Revisit for Modern Memory Hierarchy
    2025/11/06 by Tong Zhang, Zhang, Tong, Vikram Sharma Mailthody +18 · 1 voice
    Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #cs.AR
  128. Fully First-Order Methods for Decentralized Bilevel Optimization
    2024/10/25 by Xiaoyu Wang, Xuxing Chen, Wang, Xiaoyu +5 · 2 citations
    Computer Science · Mathematics · #90C06 #90C15 #90C47 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Optimization and Variational Analysis
  129. AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation
    2025/03/04 by Songming Zhang, Xue Zhang, Zhang, Songming +9 · 3 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 #Topic Modeling
  130. AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
    2024/06/12 by Yitao Xu, Tong Zhang, Xu, Yitao +3 · 1 citation
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  131. Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
    2024/04/11 by Yanhao Wu, Tong Zhang, Wu, Yanhao +9 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  132. SmartQuant: CXL-based AI Model Store in Support of Runtime Configurable Weight Quantization
    2024/07/17 by Rui Xie, Xie, Rui, Asad Ul Haq +13 · 3 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Model-Driven Software Engineering Techniques
  133. Towards a Sharp Analysis of Offline Policy Learning for f-Divergence-Regularized Contextual Bandits
    2025/02/09 by Kai Ji, Zhao, Qingyue, Heyang Zhao +6 · 2 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #Cognitive Radio Networks and Spectrum Sensing
  134. Logarithmic Regret for Online KL-Regularized Reinforcement Learning
    2025/02/11 by Heyang Zhao, Chenlu Ye, Zhao, Heyang +7 · 2 citations
    Engineering · Computer Science · #Smart Parking Systems Research #Distributed Control Multi-Agent Systems #Smart Grid Energy Management
  135. Plum: Prompt Learning using Metaheuristic
    2023/11/14 by Rui Pan, Pan, Rui, Shuo Xing +13 · 1 citation
    Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Scheduling and Timetabling Solutions
  136. Moduli spaces of threefolds on the Noether line
    2024/09/26 by Stephen Coughlan, Yong Hu, Coughlan, Stephen +5 · 1 citation
    Mathematics · #Advanced Algebra and Geometry #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #FOS: Mathematics #Mathematical Dynamics and Fractals
  137. Performance Characterizations and Usage Guidelines of Samsung CXL Memory Module Hybrid Prototype
    2025/03/27 by Jianping Zeng, Zeng, Jianping, Shuyi Pei +23 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  138. Finite-Sample Analysis For Decentralized Batch Multi-Agent Reinforcement Learning With Networked Agents
    2018/12/06 by Kaiqing Zhang, Zhuoran Yang, Zhang, Kaiqing +7 · 1 citation
    Computer Science · Decision Sciences · #Distributed Control Multi-Agent Systems #Game Theory and Applications #Reinforcement Learning in Robotics
  139. Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
    2025/02/04 by Chenlu Ye, Yujia Jin, Ye, Chenlu +5 · 1 citation
    Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  140. EarthGPT-X: A Spatial MLLM for Multi-level Multi-Source Remote Sensing Imagery Understanding with Visual Prompting
    2025/04/17 by Wei Zhang, Zhang, Wei, Miaoxin Cai +14 · 2 citations
    Computer Science · Social Sciences · #Advanced Computational Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies
  141. 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
  142. A blueprint for contemporary studies of microbiomes
    2025/04/08 by Laure B. Bindels, Joy E. M. Watts, Kevin R. Theis +22 · 2 voices · 1 citation
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · Environmental Science · #Gut microbiota and health #Probiotics and Fermented Foods #Microbial Community Ecology and Physiology
  143. MergeBench: A Benchmark for Merging Domain-Specialized LLMs
    2025/05/16 by Yifei He, He, Yifei, Zeng, Siqi +8 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  144. Popeye: A Unified Visual-Language Model for Multi-Source Ship Detection from Remote Sensing Imagery
    2024/03/06 by Wei Zhang, Zhang, Wei, Miaoxin Cai +9 · 1 citation
    Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Oil Spill Detection and Mitigation
  145. Effectiveness of electric vehicle subsidies in China: A three-dimensional panel study
    2023/12/28 by Tong Zhang, Paul J. Burke, Qi Wang · 1 citation
    Energy · Engineering · #Electric Vehicles and Infrastructure #Energy, Environment, and Transportation Policies #Vehicle emissions and performance
  146. ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT
    2022/11/30 by Rui Pan, Pan, Rui, Shizhe Diao +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Optimization and Control (math.OC) #Topic Modeling
  147. Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion
    2025/05/28 by Xunpeng Huang, Huang, Xunpeng, Yingyu Lin +11 · 3 citations
    Computer Science · Mathematics · #Generative Adversarial Networks and Image Synthesis #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
  148. Status of polarization control experiment at Shanghai deep ultraviolet free electron laser
    2012/08/13 by Haixiao Deng, Deng, Haixiao, Tong Zhang +32 · 1 citation
    Engineering · #Accelerator Physics (physics.acc-ph) #FOS: Physical sciences #Optical Systems and Laser Technology #Optics (physics.optics) #Particle Accelerators and Free-Electron Lasers #Photocathodes and Microchannel Plates
  149. Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
    2025/06/23 by Zihan Wang, Rui Pan, Wang, Zihan +17 · 1 voice · 1 citation
    #cs.LG #cs.CL
  150. Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training
    2025/02/05 by Rui Pan, Pan, Rui, Bo Wang +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  151. MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation
    2025/04/23 by Xu Guo, Tong Zhang, Guo, Xu +11 · 1 citation
    Computer Science · #Text and Document Classification Technologies #Recommender Systems and Techniques #Advanced Graph Neural Networks
  152. When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers
    2026/07/22 by Tong Zhang, Junhao Hu, Yun Peng +1
    #cs.LG #cs.AI #stat.ML
  153. LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging
    2026/07/28 by Chongjian Wang, Zhenghang Hou, Junjie Gao +3
    #cs.CV
  154. Upcycling ultra-fine magnesite tailings into cement-based composites: Feasibility, engineering properties, and microstructural analysis
    2026/07/14 by Xiu-Wen Cui, Meng Chen, Fu-Yuan Chen +3
    Materials Science · Engineering · #Magnesium Oxide Properties and Applications #Concrete and Cement Materials Research #Tailings Management and Properties
  155. dRAE: Representation Autoencoder with Hyper-Spherical Codes
    2026/07/24 by Tianren Ma, Lin Long, Chuyan Chen +4
    #cs.CV #cs.AI
  156. When LLM Defenses Backfire: Characterizing Safety, Performance, and Cost Trade-offs
    2026/07/27 by Tong Zhang, Zexin Li, Simin Chen +1
    #cs.CR #cs.LG