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Jiang, Nan

  1. Doubly Robust Off-policy Value Evaluation for Reinforcement Learning
    2015/11/11 by Jiang, Nan, Li, Lihong · 21 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Systems and Control (eess.SY) #electronic engineering #information engineering
  2. Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint
    2023/12/18 by Wei Xiong, Hanze Dong, Xiong, Wei +11 · 48 citations
    Computer Science · Social Sciences · #Topic Modeling #Speech and dialogue systems #Language and cultural evolution
  3. RLHF Workflow: From Reward Modeling to Online RLHF
    2024/05/13 by Dong, Hanze, Xiong, Wei, Pang, Bo +7 · 54 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
    2016/10/29 by Nan Jiang, Akshay Krishnamurthy, Jiang, Nan +7 · 21 citations
    Computer Science · Engineering · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  5. Mitigating the Alignment Tax of RLHF
    2023/09/12 by Yong Lin, Hangyu Lin, Lin, Yong +23 · 28 citations
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  6. RouterBench: A Benchmark for Multi-LLM Routing System
    2024/03/18 by Hu, Qitian Jason, Bieker, Jacob, Li, Xiuyu +5 · 30 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Q* Approximation Schemes for Batch Reinforcement Learning: A Theoretical Comparison
    2020/03/09 by Tengyang Xie, Xie, Tengyang, Nan Jiang +1 · 1 voice · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
  8. Scaling Up Dynamic Human-Scene Interaction Modeling
    2024/03/13 by Nan Jiang, Jiang, Nan, Zhiyuan Zhang +15 · 27 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  9. Information-Theoretic Considerations in Batch Reinforcement Learning
    2019/05/01 by Chen, Jinglin, Jiang, Nan · 12 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Provably efficient RL with Rich Observations via Latent State Decoding
    2019/01/25 by Simon S. Du, Akshay Krishnamurthy, Du, Simon S. +9 · 16 citations
    Computer Science · #Machine Learning and Algorithms #Data Stream Mining Techniques #Adversarial Robustness in Machine Learning
  11. A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
    2025/04/15 by Wei Xiong, Jiarui Yao, Xiong, Wei +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
  12. Full-Body Articulated Human-Object Interaction
    2022/12/20 by Nan Jiang, Tengyu Liu, Jiang, Nan +14 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  13. Word Embeddings Are Steers for Language Models
    2023/05/22 by Chi Han, Jialiang Xu, Han, Chi +13 · 13 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  14. Bellman-consistent Pessimism for Offline Reinforcement Learning
    2021/06/13 by Tengyang Xie, Xie, Tengyang, Ching-An Cheng +7 · 13 citations
    Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Evolutionary Algorithms and Applications
  15. Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning
    2019/11/15 by Cameron Voloshin, Hoang Le, Voloshin, Cameron +5 · 13 citations
    Computer Science · #Reinforcement Learning in Robotics #Software Reliability and Analysis Research #Formal Methods in Verification
  16. Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment
    2025/03/27 by Audrey Huang, Adam Block, Huang, Audrey +9 · 2 voices · 20 citations
    #cs.AI #cs.LG #stat.ML
  17. Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning
    2021/06/09 by Tengyang Xie, Nan Jiang, Xie, Tengyang +7 · 10 citations
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
  18. Adaptable Semantic Compression and Resource Allocation for Task-Oriented Communications
    2022/04/19 by Chuanhong Liu, Caili Guo, Liu, Chuanhong +5 · 8 citations
    Neuroscience · Computer Science · #Brain Tumor Detection and Classification #IoT and Edge/Fog Computing
  19. Scale Match for Tiny Person Detection
    2019/12/23 by Xuehui Yu, Yu, Xuehui, Yuqi Gong +7 · 6 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 #Video Surveillance and Tracking Methods
  20. Minimax Weight and Q-Function Learning for Off-Policy Evaluation
    2019/10/28 by Masatoshi Uehara, Uehara, Masatoshi, Jiawei Huang +3 · 6 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  21. 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
  22. Offline Reinforcement Learning with Realizability and Single-policy Concentrability
    2022/02/09 by Zhan, Wenhao, Huang, Baihe, Huang, Audrey +2 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Impact of Code Language Models on Automated Program Repair
    2023/02/10 by Jiang, Nan, Liu, Kevin, Lutellier, Thibaud +1 · 8 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  24. Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture
    2023/11/01 by Yixin Chen, Chen, Yixin, Junfeng Ni +9 · 10 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. A Deep Dive into Large Language Models for Automated Bug Localization and Repair
    2024/04/17 by Soneya Binta Hossain, Nan Jiang, Hossain, Soneya Binta +13 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  26. Adversarially Trained Actor Critic for Offline Reinforcement Learning
    2022/02/05 by Ching-An Cheng, Tengyang Xie, Cheng, Ching-An +5 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI)
  27. The Role of Coverage in Online Reinforcement Learning
    2022/10/09 by Xie, Tengyang, Foster, Dylan J., Bai, Yu +2 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  28. Batch Value-function Approximation with Only Realizability
    2020/08/11 by Tengyang Xie, Nan Jiang, Xie, Tengyang +1 · 14 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Scheduling and Optimization Algorithms
  29. LeDex: Training LLMs to Better Self-Debug and Explain Code
    2024/05/28 by Nan Jiang, Jiang, Nan, Xiaopeng Li +15 · 10 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  30. PhyRecon: Physically Plausible Neural Scene Reconstruction
    2024/04/25 by Junfeng Ni, Yixin Chen, Ni, Junfeng +16 · 10 citations
    Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques
  31. Autonomous Character-Scene Interaction Synthesis from Text Instruction
    2024/10/04 by Nan Jiang, Jiang, Nan, Zimo He +11 · 12 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Natural Language Processing Techniques
  32. Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
    2023/11/22 by Nan Jiang, Chengxiao Wang, Jiang, Nan +11 · 2 voices · 5 citations
    #cs.SE #cs.AI
  33. Self-rewarding correction for mathematical reasoning
    2025/02/26 by Wei Xiong, Xiong, Wei, Hanning Zhang +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
  34. How Effective are Large Language Models in Generating Software Specifications?
    2023/06/06 by Xie, Danning, Yoo, Byungwoo, Jiang, Nan +4 · 6 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  35. Quantifying Spatial Homogeneity of Urban Road Networks via Graph Neural Networks
    2021/01/01 by Xue, Jiawei, Jiang, Nan, Liang, Senwei +4 · 4 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  36. Anti-UAV: A Large Multi-Modal Benchmark for UAV Tracking
    2021/01/21 by Nan Jiang, Jiang, Nan, Kuiran Wang +17 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  37. Commit0: Library Generation from Scratch
    2024/12/02 by Wenting Zhao, Nan Jiang, Zhao, Wenting +11 · 9 citations
    Computer Science · #Recommender Systems and Techniques
  38. Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
    2024/06/30 by Yuheng Zhang, Dian Yu, Zhang, Yuheng +15 · 7 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Generative Auto-Bidding with Value-Guided Explorations
    2025/04/20 by Gao, Jingtong, Li, Yewen, Mao, Shuai +8 · 11 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  40. Adversarial Model for Offline Reinforcement Learning
    2023/02/21 by Bhardwaj, Mohak, Xie, Tengyang, Boots, Byron +2 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. MLLM-as-a-Judge for Image Safety without Human Labeling
    2024/12/31 by Zhenting Wang, Shuming Hu, Wang, Zhenting +26 · 8 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  42. Finite Sample Analysis of Minimax Offline Reinforcement Learning: Completeness, Fast Rates and First-Order Efficiency
    2021/02/05 by Masatoshi Uehara, Masaaki Imaizumi, Uehara, Masatoshi +9 · 6 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Software Reliability and Analysis Research #Statistics Theory (math.ST)
  43. Hierarchical Imitation and Reinforcement Learning
    2018/03/01 by Le, Hoang M., Jiang, Nan, Agarwal, Alekh +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  44. On Value Functions and the Agent-Environment Boundary
    2019/05/30 by Jiang, Nan · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  45. Minimax Value Interval for Off-Policy Evaluation and Policy Optimization
    2020/02/06 by Nan Jiang, Jiawei Huang, Jiang, Nan +1 · 7 citations
    Mathematics · Decision Sciences · Environmental Science · #Advanced Causal Inference Techniques #Probabilistic and Robust Engineering Design #Environmental Impact and Sustainability
  46. A Variant of the Wang-Foster-Kakade Lower Bound for the Discounted Setting
    2020/11/02 by Philip Amortila, Amortila, Philip, Nan Jiang +3 · 5 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning
  47. Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
    2025/06/09 by Shen, Junhong, Bai, Hao, Zhang, Lunjun +8 · 14 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning
    2020/02/08 by Jiang, Nan, Jin, Sheng, Duan, Zhiyao +1 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #electronic engineering #information engineering
  49. Model-free Representation Learning and Exploration in Low-rank MDPs
    2021/02/14 by Aditya Modi, Modi, Aditya, Jing‐Lin Chen +7 · 6 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Model Reduction and Neural Networks
  50. SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language Models
    2024/09/28 by Yi Wu, Zikang Xiong, Wu, Yi +13 · 1 voice · 4 citations
    #cs.RO #cs.AI #cs.CL #cs.FL
  51. Symbol Preference Aware Generative Models for Recovering Variable Names from Stripped Binary
    2023/06/05 by Xiangzhe Xu, Xu, Xiangzhe, Zhuo Zhang +17 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  52. The 1st Tiny Object Detection Challenge:Methods and Results
    2020/09/16 by Xuehui Yu, Yu, Xuehui, Zhenjun Han +47 · 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 #Video Surveillance and Tracking Methods
  53. GameArena: Evaluating LLM Reasoning through Live Computer Games
    2024/12/09 by Lanxiang Hu, Qiyu Li, Hu, Lanxiang +8 · 6 citations
    Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Artificial Intelligence in Law #Software Engineering Research
  54. Three linear, unconditionally stable, second order decoupling methods for the Allen--Cahn--Navier--Stokes phase field model
    2021/08/17 by Ruonan Cao, Nan Jiang, Cao, Ruonan +3 · 2 citations
    Materials Science · #Solidification and crystal growth phenomena
  55. F-HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions
    2024/07/17 by Yang, Jie, Niu, Xuesong, Jiang, Nan +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  56. Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
    2025/05/05 by Jiarui Yao, Yifan Hao, Yao, Jiarui +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)
  57. Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet'
    2024/10/29 by Shanchao Liang, Yiran Hu, Liang, Shanchao +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
  58. Symbolic Regression via Control Variable Genetic Programming
    2023/05/25 by Nan Jiang, Yexiang Xue, Jiang, Nan +1 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Evolutionary Algorithms and Applications #Metaheuristic Optimization Algorithms Research #Evolution and Genetic Dynamics
  59. A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes
    2021/11/12 by Shi, Chengchun, Uehara, Masatoshi, Huang, Jiawei +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  60. Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
    2022/07/26 by Masatoshi Uehara, Haruka Kiyohara, Uehara, Masatoshi +13 · 2 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
  61. Unified Software Engineering Agent as AI Software Engineer
    2025/06/17 by Leonhard Applis, Yuntong Zhang, Applis, Leonhard +9 · 9 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Scientific Computing and Data Management #Software Engineering (cs.SE)
  62. From Importance Sampling to Doubly Robust Policy Gradient
    2019/10/20 by Jiawei Huang, Huang, Jiawei, Nan Jiang +1 · 2 citations
    Computer Science · Engineering · #Optimization and Search Problems #Reinforcement Learning in Robotics #Advanced Battery Technologies Research
  63. Algorithms and Models for Turbulence Not at Statistical Equilibrium
    2015/03/04 by Jiang, Nan, Layton, William · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  64. An Ensemble-Proper Orthogonal Decomposition Method for the Nonstationary\n Navier-Stokes Equations
    2016/03/15 by Max Gunzburger, Gunzburger, Max, Nan Jiang +3 · 1 citation
    Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Nuclear Engineering Thermal-Hydraulics
  65. Improving LLM General Preference Alignment via Optimistic Online Mirror Descent
    2025/02/24 by Yuheng Zhang, Dongrui Yu, Zhang, Yuheng +12 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  66. A Novel Quantum Image Compression Method Based on JPEG
    2017/01/06 by Jian Wang, Wang, Jian, Nan Jiang +3 · 1 citation
    Computer Science · Engineering · #Advanced Data Compression Techniques #Distributed and Parallel Computing Systems #Image Processing Techniques and Applications
  67. LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement
    2024/09/21 by Nan Jiang, Jiang, Nan, Shanchao Liang +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing
  68. Racing Control Variable Genetic Programming for Symbolic Regression
    2023/09/13 by Nan Jiang, Yexiang Xue, Jiang, Nan +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
  69. Offline Reinforcement Learning Under Value and Density-Ratio Realizability: The Power of Gaps
    2022/03/25 by Jing‐Lin Chen, Chen, Jinglin, Nan Jiang +1 · 2 citations
    Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability and Risk Models
  70. An efficient algorithm for simulating ensembles of parameterized flow problems
    2017/05/25 by Gunzburger, Max, Jiang, Nan, Wang, Zhu · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  71. A second-order time-stepping scheme for simulating ensembles of parameterized flow problems
    2017/06/09 by Gunzburger, Max, Jiang, Nan, Wang, Zhu · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  72. Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability
    2023/10/12 by Ivan Lee, Lee, Ivan, Nan Jiang +3 · 2 citations
    Computer Science · Social Sciences · #Education and Learning Interventions #Educational Research and Pedagogy #FOS: Computer and information sciences #Higher Education Learning Practices #Machine Learning (cs.LG)
  73. An efficient, partitioned ensemble algorithm for simulating ensembles of evolutionary MHD flows at low magnetic Reynolds number
    2017/09/16 by Jiang, Nan, Schneier, Michael · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  74. On Oracle-Efficient PAC RL with Rich Observations
    2018/03/01 by Christoph Dann, Nan Jiang, Dann, Christoph +9 · 1 citation
    Computer Science · Decision Sciences · #Auction Theory and Applications #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  75. Provably Efficient Q-Learning with Low Switching Cost
    2019/05/30 by Yu Bai, Bai, Yu, Tengyang Xie +5 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  76. EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph
    2025/11/08 by Nan Jiang, Jiang, Nan, Ziyi Wang +3 · 2 voices · 1 citation
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Symbolic Computation (cs.SC) #Topic Modeling #cs.AI #cs.LG #cs.SC
  77. Evaluating the Performance of Over-the-Air Time Synchronization for 5G and TSN Integration
    2021/04/28 by Haochuan Shi, Shi, Haochuan, Adnan Aijaz +3 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #IoT Networks and Protocols #Network Time Synchronization Technologies #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Wireless Body Area Networks #electronic engineering #information engineering
  78. On the Convergence Rate of Off-Policy Policy Optimization Methods with Density-Ratio Correction
    2021/06/02 by Huang, Jiawei, Jiang, Nan · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  79. Robust Semi-supervised Learning by Wisely Leveraging Open-set Data
    2024/05/11 by Yang Yang, Nan Jiang, Yang, Yang +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
  80. STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting
    2024/04/08 by Zhengyang Zhao, Haitao Yuan, Zhao, Zhengyang +9 · 2 citations
    Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  81. Quantum Support Vector Machine without Iteration
    2022/06/02 by Rui Zhang, Zhang, Rui, Jian Wang +5 · 1 citation
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
  82. Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation
    2025/05/12 by Jiang, Nan, Zhu, Wenxuan, Han, Xu +2 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  83. USTC-KXDIGIT System Description for ASVspoof5 Challenge
    2024/09/03 by Chen, Yihao, Wu, Haochen, Jiang, Nan +13 · 2 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  84. Dynamic Motion Blending for Versatile Motion Editing
    2025/03/26 by Jiang, Nan, Li, Hongjie, Yuan, Ziye +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  85. Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code
    2024/10/13 by Nan Jiang, Jiang, Nan, Qi Li +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Text Readability and Simplification #Machine Learning in Healthcare
  86. ALSO-X#: Better Convex Approximations for Distributionally Robust Chance Constrained Programs
    2023/02/03 by Nan Jiang, Weijun Xie, Jiang, Nan +1 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Risk and Portfolio Optimization #Health Systems, Economic Evaluations, Quality of Life #Economic and Environmental Valuation
  87. Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation
    2024/10/18 by Chen, Jianfa, Shen, Emily, Trupti Bavalatti +21 · 2 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
  88. Field-free spin-orbit switching of canted magnetization in Pt/Co/Ru/RuO2(101) multilayers
    2024/10/10 by Yunzhuo Wu, Tong Wu, Wu, Yunzhuo +13 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #FOS: Physical sciences #Magnetic properties of thin films #Neural Networks and Applications
  89. Vertical Symbolic Regression via Deep Policy Gradient
    2024/02/01 by Nan Jiang, Md. Nasim, Jiang, Nan +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  90. Generative Auto-Bidding in Large-Scale Competitive Auctions via Diffusion Completer-Aligner
    2025/09/03 by Li, Yewen, Gao, Jingtong, Jiang, Nan +7 · 2 citations
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  91. GAS: Generative Auto-bidding with Post-training Search
    2024/12/22 by Yewen Li, Li, Yewen, Mao, Shuai +14 · 3 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Assembly Line Balancing Optimization #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
  92. KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair
    2023/02/03 by Jiang, Nan, Lutellier, Thibaud, Lou, Yiling +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  93. RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning
    2025/02/05 by Chen, Minxiao, Haitao Yuan, Nan Jiang +9 · 3 citations
    Computer Science · #Caching and Content Delivery #Data Management and Algorithms #Databases (cs.DB) #Energy Efficiency in Computing #FOS: Computer and information sciences #Machine Learning (cs.LG)
  94. On Tractability, Complexity, and Mixed-Integer Convex Programming Representability of Distributionally Favorable Optimization
    2024/01/31 by Jiang, Nan, Xie, Weijun · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
  95. DART: Distilling Autoregressive Reasoning to Silent Thought
    2025/06/13 by Jiang, Nan, Wu, Ziming, Zhan, De-Chuan +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  96. Harnessing Density Ratios for Online Reinforcement Learning
    2024/01/18 by Philip Amortila, Amortila, Philip, Dylan J. Foster +7 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Software Engineering Research
  97. Second order, unconditionally stable, linear ensemble algorithms for the magnetohydrodynamics equations
    2022/09/06 by Carter, John, Han, Daozhi, Jiang, Nan · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  98. Regularized MIP Model for Integrating Energy Storage Systems and its Application for Solving a Trilevel Interdiction Problem
    2024/02/06 by Han, Dahye, Jiang, Nan, Dey, Santanu S. +1 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
  99. Reinforcement Learning in Low-Rank MDPs with Density Features
    2023/02/04 by Audrey Huang, Jing‐Lin Chen, Huang, Audrey +3 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  100. Offline Learning in Markov Games with General Function Approximation
    2023/02/06 by Yuheng Zhang, Yu Bai, Zhang, Yuheng +3 · 1 citation
    Computer Science · Decision Sciences · Energy · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  101. Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
    2025/02/11 by Pai Liu, Liu, Pai, Lingfeng Zhao +11 · 3 citations
    Computer Science · Mathematics · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Causal Inference Techniques #Advanced Bandit Algorithms Research
  102. Towards Hyperparameter-free Policy Selection for Offline Reinforcement Learning
    2021/10/26 by Siyuan Zhang, Nan Jiang, Zhang, Siyuan +1 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #VLSI and FPGA Design Techniques
  103. A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
    2025/05/25 by Yuzheng Hu, Hu, Yuzheng, Fan Wu +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Reinforcement Learning in Robotics
  104. Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
    2024/03/22 by Jiang, Nan, Yuan, Haitao, Si, Jianing +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  105. WAFFLE: Finetuning Multi-Modal Models for Automated Front-End Development
    2024/10/24 by Shanchao Liang, Liang, Shanchao, Nan Jiang +5 · 1 citation
    Computer Science · #Formal Methods in Verification #Model-Driven Software Engineering Techniques #Software Reliability and Analysis Research
  106. Towards a Standardized Representation for Deep Learning Collective Algorithms
    2024/08/20 by Yoo, Jinsun, Won, William, Cowan, Meghan +4 · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  107. Magnetostatic effect on spin dynamics properties in antiferromagnetic Van der Waals material CrSBr
    2024/09/19 by Xu, Hongyue, Jiang, Nan, Chen, Haoran +11 · 1 citation
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  108. Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection
    2024/09/26 by Pengfei Cai, Cai, Pengfei, Yan Song +7 · 1 citation
    Computer Science · #Music and Audio Processing #Speech and Audio Processing
  109. Secure Collaborative Computation Offloading and Resource Allocation in Cache-Assisted Ultra-Dense IoT Networks With Multi-Slope Channels
    2024/10/18 by Tianqing Zhou, Bobo Wang, Zhou, Tianqing +9 · 1 citation
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing
  110. Offline Reinforcement Learning in Large State Spaces: Algorithms and Guarantees
    2025/10/05 by Nan Jiang, Tengyang Xie, Jiang, Nan +1 · 1 voice · 2 citations
    Computer Science · #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
  111. Context-Aware Adaptive Sampling for Intelligent Data Acquisition Systems Using DQN
    2025/04/12 by Weiqiang Huang, Huang, Weiqiang, Yumeng Sun +8 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #IoT and Edge/Fog Computing
  112. 3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results
    2025/01/17 by Kiefer, Benjamin, Žust, Lojze, Muhovič, Jon +43 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  113. On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation
    2024/02/22 by Yuheng Zhang, Nan Jiang, Zhang, Yuheng +1 · 2 citations
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Climate Change Policy and Economics #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  114. Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPs
    2025/03/03 by Yuheng Zhang, Nan Jiang, Zhang, Yuheng +1 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Media Influence and Politics #Policy Transfer and Learning