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Yifan Sun

  1. Code as Agent Harness
    2026/05/18 by Xuying Ning, Katherine Tieu, Dongqi Fu +39 · 4 voices · 1 citation
    #cs.CL #cs.AI
  2. A Unified Continual Learning Framework with General Parameter-Efficient Tuning
    2023/03/17 by Qiankun Gao, Chen Zhao, Gao, Qiankun +11 · 11 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 #Multimodal Machine Learning Applications
  3. MonoFormer: One Transformer for Both Diffusion and Autoregression
    2024/09/24 by Zhao, Chuyang, Yuxing Song, Wenhao Wang +12 · 14 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Induction Heating and Inverter Technology #Neural Networks and Applications #Sensor Technology and Measurement Systems
  4. SVDNet for Pedestrian Retrieval
    2017/03/16 by Yifan Sun, Liang Zheng, Sun, Yifan +5 · 10 citations
    Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
  5. Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs
    2024/05/05 by Feiyang Kang, Kang, Feiyang, Hoang Anh Just +13 · 8 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mineral Processing and Grinding #Natural Language Processing Techniques
  6. LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction
    2024/07/16 by Penghui Du, Du, Penghui, Yu Wang +17 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Wide Compression: Tensor Ring Nets
    2018/02/25 by Wenqi Wang, Wang, Wenqi, Yifan Sun +7 · 4 citations
    Mathematics · Computer Science · #Tensor decomposition and applications #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
  8. Deep Unsupervised Clustering Using Mixture of Autoencoders
    2017/12/21 by Dejiao Zhang, Zhang, Dejiao, Yifan Sun +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. AutoScale: Scale-Aware Data Mixing for Pre-Training LLMs
    2024/07/29 by Feiyang Kang, Yifan Sun, Kang, Feiyang +11 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Semantic Web and Ontologies
  10. Jigsaw: Learning to Assemble Multiple Fractured Objects
    2023/05/29 by Jiaxin Lu, Lu, Jiaxin, Yifan Sun +3 · 4 citations
    Computer Science · Earth and Planetary Sciences · #Image Processing and 3D Reconstruction #Human Pose and Action Recognition #3D Surveying and Cultural Heritage
  11. Summarizing CPU and GPU Design Trends with Product Data
    2019/11/26 by Yifan Sun, Nícolas Bohm Agostini, Sun, Yifan +5 · 3 citations
    Computer Science · #Distributed #Embedded Systems Design Techniques #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  12. Seed-Coder: Let the Code Model Curate Data for Itself
    2025/06/04 by ByteDance Seed, Seed, ByteDance, Yuyu Zhang +47 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  13. Daisen: A Framework for Visualizing Detailed GPU Execution
    2021/04/02 by Yifan Sun, Yixuan Zhang, Sun, Yifan +9 · 2 citations
    Computer Science · #Online Learning and Analytics #Cloud Computing and Resource Management #Data Stream Mining Techniques
  14. Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
    2025/06/05 by Yifan Sun, Sun, Yifan, Jingyan Shen +11 · 9 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 #Text Readability and Simplification #Topic Modeling
  15. MS-DETR: Efficient DETR Training with Mixed Supervision
    2024/01/08 by Chuyang Zhao, Zhao, Chuyang, Yifan Sun +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
  16. V2L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval
    2022/07/26 by Wenhao Wang, Wang, Wenhao, Yifan Sun +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  17. Understanding the Practices, Perceptions, and (Dis)Trust of Generative AI among Instructors: A Mixed-methods Study in the U.S. Higher Education
    2025/02/09 by Wenhan Lyu, Lyu, Wenhan, Shuang Zhang +7 · 4 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  18. Large-Scale Person Detection and Localization using Overhead Fisheye Cameras
    2023/07/17 by Yang Lu, Liulei Li, Yang, Lu +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  19. GUARD: A Safe Reinforcement Learning Benchmark
    2023/05/23 by Weiye Zhao, Yifan Sun, Zhao, Weiye +10 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  20. Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels
    2023/11/18 by Shu-Lin Xu, Xu, Shu-Lin, Yifan Sun +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
  21. NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data
    2019/08/08 by Yifan Sun, Linan Zhang, Sun, Yifan +3 · 1 citation
    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 #Time Series Analysis and Forecasting
  22. Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation
    2021/12/01 by Kai Zhang, Yifan Sun, Zhang, Kai +7 · 1 citation
    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
  23. No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions
    2026/06/11 by Xu Yang, Zhizhou Sha, Junbo Li +10 · 1 voice
    Computer Science · #cs.CL
  24. Bag of Tricks and A Strong baseline for Image Copy Detection
    2021/11/13 by Wenhao Wang, Weipu Zhang, Wang, Wenhao +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  25. SRCN3D: Sparse R-CNN 3D for Compact Convolutional Multi-View 3D Object Detection and Tracking
    2022/06/29 by Yining Shi, Shi, Yining, Jingyan Shen +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  26. A Multistep Frank-Wolfe Method
    2022/10/14 by Zhaoyue Chen, Chen, Zhaoyue, Yifan Sun +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  27. DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection
    2023/04/14 by Zongheng Tang, Yifan Sun, Tang, Zongheng +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  28. Pure quartic three-dimensional spatiotemporal Kerr solitons
    2023/06/09 by Pedro Parra‐Rivas, Parra-Rivas, Pedro, Yifan Sun +9 · 1 citation
    Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Laser-Matter Interactions and Applications #Nonlinear Photonic Systems #Pattern Formation and Solitons (nlin.PS)
  29. Data Acquisition: A New Frontier in Data-centric AI
    2023/11/22 by Lingjiao Chen, Bilge Acun, Chen, Lingjiao +19 · 1 citation
    Decision Sciences · Business, Management and Accounting · Computer Science · #Data Quality and Management #Big Data and Business Intelligence #Privacy-Preserving Technologies in Data
  30. Topic Modeling and Sentiment Analysis on Japanese Online Media's Coverage of Nuclear Energy
    2024/11/27 by Yifan Sun, Sun, Yifan, Hirofumi Tsuruta +5 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Technology and Data Analysis
  31. Adaptive Gradient Normalization and Independent Sampling for (Stochastic) Generalized-Smooth Optimization
    2024/10/17 by Yufeng Yang, Yang, Yufeng, Erin E. Tripp +7 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
  32. SVIP: Towards Verifiable Inference of Open-source Large Language Models
    2024/10/29 by Yifan Sun, Sun, Yifan, Yuhang Li +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  33. Knowledge Distillation via Query Selection for Detection Transformer
    2024/09/10 by Yi Liu, Liu, Yi, Luting Wang +11 · 1 citation
    Computer Science · #Neural Networks and Applications
  34. Continual Learning and Lifting of Koopman Dynamics for Linear Control of Legged Robots
    2024/11/21 by Feihan Li, Abulikemu Abuduweili, Li, Feihan +9 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Model Reduction and Neural Networks #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)
  35. Understanding Reasoning from Pretraining to Post-Training
    2026/07/17 by Jingyan Shen, Ang Li, Salman Rahman +4 · 1 voice
    #cs.LG #cs.AI #cs.CL
  36. Towards Privacy-Preserving Federated Prompt Tuning under Data Heterogeneity: A Subspace-Decomposed Expert Approach
    2026/07/23 by Yuhua Wang, Xiaodong Li, Yihao Guo +6
    #cs.CV