Quan Chen

1. Federated Learning on Non-IID Data Silos: An Experimental Study
   2021/02/03 by Qinbin Li, Li, Qinbin, Yiqun Diao +5 · 68 citations
   Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Analysis of Inter-Satellite Link Paths for LEO Mega-Constellation Networks
   2021/02/10 by Quan Chen, Giovanni Giambene, Lei Yang +2 · 17 citations
   Engineering · Computer Science · #Satellite Communication Systems #Opportunistic and Delay-Tolerant Networks #IoT Networks and Protocols
3. Magnetically-dressed CrSBr exciton-polaritons in ultrastrong coupling regime
   2023/02/15 by Tingting Wang, Wang, Tingting, Dingyang Zhang +17 · 11 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mechanical and Optical Resonators #Optics (physics.optics) #Quantum Information and Cryptography #Strong Light-Matter Interactions
4. Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
   2024/11/28 by Siqi Kou, Jiachun Jin, Kou, Siqi +14 · 15 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
5. MSR-net:Low-light Image Enhancement Using Deep Convolutional Network
   2017/11/07 by Liang Shen, Shen, Liang, Zihan Yue +9 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
6. LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
   2024/05/07 by Jian Jia, Jia, Jian, Yipei Wang +19 · 10 citations
   Computer Science · #Educational Technology and Assessment #Text and Document Classification Technologies #Online Learning and Analytics
7. Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
   2024/01/01 by Kaibin Tian, Yanhua Cheng, Tian, Kaibin +9 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
8. DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
   2022/07/11 by Xue Ben, Shenghui Ran, Xue, Ben +9 · 4 citations
   Computer Science · #Image Enhancement Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
9. Low-Level Expression of MicroRNAs let-7d and miR-205 Are Prognostic Markers of Head and Neck Squamous Cell Carcinoma
   2009/01/30 by Geoffrey Childs, Melissa Fazzari, Gloria Kung +11 · 26 citations
   Biochemistry, Genetics and Molecular Biology · #MicroRNA in disease regulation #Cancer-related molecular mechanisms research #Circular RNAs in diseases
10. Semantic Human Matting
    2018/09/05 by Quan Chen, Tiezheng Ge, Chen, Quan +9 · 2 citations
    Computer Science · Engineering · Materials Science · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Textile materials and evaluations
11. From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
    2025/02/18 by Jian Jia, Jingtong Gao, Jia, Jian +15 · 6 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Recommender Systems and Techniques
12. Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection
    2021/09/08 by Shulai Zhang, Zirui Li, Zhang, Shulai +9 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
13. DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration
    2023/04/28 by Zijun Li, Li, Zijun, Chuhao Xu +9 · 2 citations
    Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
14. SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization
    2024/12/11 by Ben Xue, Tan, Zhentao, Xue, Ben +14 · 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 #Image Retrieval and Classification Techniques #Video Analysis and Summarization
15. JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping
    2023/12/04 by Zihan Liu, Liu, Zihan, Wentao Ni +15 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Distributed #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
16. K-theoretic classification of inductive limit actions of fusion categories on AF-algebras
    2022/07/25 by Quan Chen, Roberto Hernández Palomares, Chen, Quan +3 · 2 citations
    Mathematics · Medicine · #18M20 #46L80 #46M15 #Advanced Operator Algebra Research #Advanced Topics in Algebra #FOS: Mathematics #Myasthenia Gravis and Thymoma #Operator Algebras (math.OA) #Quantum Algebra (math.QA)
17. Accelerating Sparse DNNs Based on Tiled GEMM
    2024/02/16 by Cong Guo, Fengchen Xue, Guo, Cong +13 · 2 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Handwritten Text Recognition Techniques
18. Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework
    2024/05/03 by Wanyong Qiu, Quan Chen, Chen Quan +10 · 2 citations
    Medicine · Health Professions · Computer Science · #Phonocardiography and Auscultation Techniques #Artificial Intelligence in Healthcare #Machine Learning in Healthcare
19. Scale-adaptive UAV Geo-localization via Height-aware Partition Learning
    2024/12/16 by Quan Chen, Chen, Quan, Tingyu Wang +8 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
20. Generative Recommendation for Large-Scale Advertising
    2026/02/26 by Ben Xue, Dan Liu, Lixiang Wang +27 · 1 voice
    Computer Science · #cs.IR #cs.LG
21. AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs
    2023/05/27 by Yangjie Zhou, Yaoxu Song, Zhou, Yangjie +17 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning and ELM #Parallel #and Cluster Computing (cs.DC)
22. Distributed Quantized Detection of Sparse Signals Under Byzantine Attacks
    2023/04/27 by Quan Chen, Yunghsiang S. Han, Quan, Chen +5 · 1 citation
    Computer Science · Medicine · #Data-Driven Disease Surveillance #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
23. MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems
    2023/07/23 by Guan Shen, Shen, Guan, Jieru Zhao +13 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
24. Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy
    2024/11/23 by Tsai-Hsien Yang, Jian Jia, Yang, Te +21 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
25. A Game Theory-Based Distributed Downlink Spectrum Sharing Method in Large-Scale Hybrid Satellite Constellations
    2024/03/14 by Wei Li, Luliang Jia, Quan Chen +1 · 1 citation
    Engineering · #Satellite Communication Systems #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization
26. An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation
    2024/01/10 by Weichuang Zhang, Zhang, Weichuang, Jieru Zhao +9 · 1 citation
    Computer Science · Engineering · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Programming Languages (cs.PL) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
27. Knowledge Condensation and Reasoning for Knowledge-based VQA
    2024/03/15 by Dongze Hao, Hao, Dongze, Jian Jia +19 · 1 citation
    Business, Management and Accounting · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Quality Function Deployment in Product Design #Quality and Management Systems
28. Text-Video Multi-Grained Integration for Video Moment Montage
    2024/12/12 by Ye Ma, Yin, Zhihui, Ma, Ye +8 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Video Analysis and Summarization
29. FinDebate: Multi-Agent Collaborative Intelligence for Financial Analysis
    2025/09/22 by Cai, Tianshi, Guanxu Li, Li, Guanxu +20 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #Stock Market Forecasting Methods #Complex Systems and Time Series Analysis #Auction Theory and Applications
30. Advancing LLM Safe Alignment with Safety Representation Ranking
    2025/05/21 by Tianqi Du, Zeming Wei, Du, Tianqi +7 · 3 citations
    Business, Management and Accounting · Decision Sciences · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Quality and Management Systems #Risk and Safety Analysis
31. Mitochondria transfer
    2025/08/27 by Navdeep S. Chandel, Marni J. Falk, Janine H. Santos +10 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Diet and metabolism studies #Metabolism and Genetic Disorders #Mitochondrial Function and Pathology
32. Neural Network Surrogate Model for Junction Temperature and Hotspot Position in 3D Multi-Layer High Bandwidth Memory (HBM) Chiplets under Varying Thermal Conditions
    2025/03/06 by Chengxin Zhang, Zhang, Chengxin, Yujie Liu +3 · 1 citation
    Computer Science · Engineering · #3D IC and TSV technologies #Advancements in Semiconductor Devices and Circuit Design #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
33. ACPO: Asymmetric Credit Policy Optimization via Mode-Local Entropy Surrogate
    2026/07/30 by Zijun Xie, Yuyang You, Yongzhi Li +8
    Computer Science · #cs.LG #cs.AI
34. DSTAR: Accelerating Diffusion Transformers via Spatial and Temporal Redundancy Reduction
    2026/07/17 by Chi Zhang, Jieru Zhao, Yu Feng +3
    #cs.AR
35. OrderMoE: An expert similarity driven distributed edge MoE inference
    2026/07/19 by Xin Yuan, Ning Li, Quan Chen +4
    #cs.NI #cs.DC #cs.LG