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Sun, Yuxuan

  1. MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
    2023/11/27 by Xiang Yue, Yue, Xiang, Yuansheng Ni +41 · 504 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  2. MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
    2024/09/04 by Yue, Xiang, Zheng, Tianyu, Ni, Yuansheng +10 · 132 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Deep Joint Source-Channel Coding for Semantic Communications
    2022/11/16 by Jialong Xu, Xu, Jialong, Tze-Yang Tung +9 · 19 citations
    Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification #electronic engineering #information engineering
  4. PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology
    2023/05/24 by Yuxuan Sun, Chenglu Zhu, Sun, Yuxuan +14 · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Multimedia (cs.MM) #Scientific Computing and Data Management
  5. FlatQuant: Flatness Matters for LLM Quantization
    2024/10/12 by Yuxuan Sun, Ruikang Liu, Sun, Yuxuan +23 · 22 citations
    Engineering · Physics and Astronomy · Medicine · #Advancements in Photolithography Techniques #Magnetic confinement fusion research #Medical Imaging Techniques and Applications
  6. Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
    2023/11/13 by Yunlong Zhang, Honglin Li, Zhang, Yunlong +9 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
  7. PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
    2024/01/29 by Sun, Yuxuan, Wu, Hao, Zhu, Chenglu +11 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification
    2023/03/15 by Honglin Li, Chenglu Zhu, Li, Honglin +13 · 8 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  9. Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints
    2021/05/31 by Yuxuan Sun, Sun, Yuxuan, Sheng Zhou +5 · 7 citations
    Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  10. Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints
    2024/07/26 by Lei Guo, Wei Chen, Guo, Lei +9 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  11. Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models
    2025/04/07 by Ruikang Liu, Liu, Ruikang, Yuxuan Sun +13 · 16 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  12. CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
    2024/12/16 by Sun, Yuxuan, Si, Yixuan, Zhu, Chenglu +7 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems
    2019/01/16 by Sun, Yuxuan, Guo, Xueying, Song, Jinhui +4 · 3 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  14. MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
    2023/12/05 by Renze Lou, Kai Zhang, Lou, Renze +13 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  15. AAAR-1.0: Assessing AI's Potential to Assist Research
    2024/10/29 by Renze Lou, Hanzi Xu, Lou, Renze +32 · 7 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  16. Digital-SC: Digital Semantic Communication with Adaptive Network Split and Learned Non-Linear Quantization
    2023/05/22 by Lei Guo, Guo, Lei, Wei Chen +5 · 5 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #FOS: Electrical engineering #Machine Learning and ELM #Signal Processing (eess.SP) #electronic engineering #information engineering
  17. Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology
    2022/06/30 by Yunlong Zhang, Zhang, Yunlong, Yuxuan Sun +9 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  18. PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
    2024/06/28 by Sun, Yuxuan, Zhang, Yunlong, Si, Yixuan +7 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
    2023/11/27 by Zhongyi Shui, Yunlong Zhang, Shui, Zhongyi +11 · 4 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  20. DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
    2024/09/29 by Ruiqing Mao, Mao, Ruiqing, Haotian Wu +13 · 5 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural Networks and Applications
  21. Agent Learning via Early Experience
    2025/10/09 by Kai Zhang, Zhang, Kai, Bo Liu +49 · 11 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Language and cultural evolution #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  22. VideoQA-SC: Adaptive Semantic Communication for Video Question Answering
    2024/05/17 by Jiangyuan Guo, Wei Chen, Guo, Jiangyuan +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  23. CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic
    2025/05/26 by Sun, Yuxuan, Si, Yixuan, Zhu, Chenglu +5 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. EMM: Energy-Aware Mobility Management for Mobile Edge Computing in Ultra Dense Networks
    2017/09/08 by Yuxuan Sun, Sheng Zhou, Sun, Yuxuan +3 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
  25. Programmable Photonic Simulator for Spin Glass Models
    2023/09/28 by Fan, Weiru, Sun, Yuxuan, Xu, Xingqi +3 · 2 citations
    #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Optics (physics.optics)
  26. Benchmarking PathCLIP for Pathology Image Analysis
    2024/01/05 by Sunyi Zheng, Xiaonan Cui, Zheng, Sunyi +17 · 2 citations
    Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #COVID-19 diagnosis using AI
  27. C-MASS: Combinatorial Mobility-Aware Sensor Scheduling for Collaborative Perception with Second-Order Topology Approximation
    2024/06/29 by Yukuan Jia, Yuxuan Sun, Jia, Yukuan +9 · 2 citations
    Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO) #Robotics and Automated Systems
  28. Adaptive actuation of magnetic soft robots using deep reinforcement learning
    2022/04/25 by Yao, Jianpeng, Cao, Quanliang, Ju, Yuwei +4 · 1 citation
    #FOS: Computer and information sciences #Robotics (cs.RO)
  29. Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
    2024/06/25 by Jintao Yan, Yan, Jintao, Tan Chen +9 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  30. MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks
    2022/10/27 by Yuxuan Sun, Bowen Xie, Sun, Yuxuan +5 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  31. MASS: Mobility-Aware Sensor Scheduling of Cooperative Perception for Connected Automated Driving
    2023/02/25 by Yukuan Jia, Jia, Yukuan, Ruiqing Mao +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO)
  32. Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
    2024/01/18 by Tan Chen, Chen, Tan, Jintao Yan +9 · 2 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs)
  33. Multimodal Question Answering for Unified Information Extraction
    2023/10/04 by Yuxuan Sun, Sun, Yuxuan, Kai Zhang +3 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  34. RoboMoRe: LLM-based Robot Co-design via Joint Optimization of Morphology and Reward
    2025/05/30 by Fang, Jiawei, Yuxuan Sun, Sun, Yuxuan +6 · 2 citations
    Engineering · #68T05 #68T40 #90C90 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.2.8 #I.2.9 #Industrial Technology and Control Systems #Modular Robots and Swarm Intelligence #Robotics (cs.RO)
  35. Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
    2025/03/04 by Shui, Zhongyi, Guo, Ruizhe, Li, Honglin +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering