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Chen, Deming

  1. Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
    2024/01/19 by Tianle Cai, Cai, Tianle, Yuhong Li +11 · 151 citations
    Computer Science · Social Sciences · #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
  2. SnapKV: LLM Knows What You are Looking for Before Generation
    2024/04/22 by Yuhong Li, Li, Yuhong, Yingbing Huang +15 · 144 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
  3. CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
    2018/02/27 by Yuhong Li, Li, Yuhong, Xiaofan Zhang +3 · 25 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  4. Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
    2024/06/10 by Jingru Jia, Jia, Jingru, Zehua Yuan +7 · 14 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Evaluation and Optimization Models #FOS: Computer and information sciences #FOS: Economics and business #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Theoretical Economics (econ.TH)
  5. ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation
    2021/07/24 by Hanchen Ye, Cong Hao, Ye, Hanchen +11 · 8 citations
    Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Ferroelectric and Negative Capacitance Devices
  6. FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge
    2019/04/09 by Cong Hao, Xiaofan Zhang, Hao, Cong +13 · 1 voice
    #cs.CV
  7. DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator
    2020/08/28 by Xiaofan Zhang, Zhang, Xiaofan, Hanchen Ye +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  8. What Makes Convolutional Models Great on Long Sequence Modeling?
    2022/10/17 by Li, Yuhong, Cai, Tianle, Zhang, Yi +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture
    2023/01/06 by Jinming Zhuang, Jason Lau, Zhuang, Jinming +23 · 4 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Network Packet Processing and Optimization #Algorithms and Data Compression
  10. EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
    2020/05/06 by Yuhong Li, Cong Hao, Li, Yuhong +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  11. HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation
    2020/04/08 by Ye, Hanchen, Zhang, Xiaofan, Huang, Zhize +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  12. Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design
    2021/03/25 by Cong Hao, Hao, Cong, Jordan Dotzel +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing
  13. Transforming the Hybrid Cloud for Emerging AI Workloads
    2024/11/20 by Deming Chen, Alaa Youssef, Chen, Deming +85 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
  14. Large Graph Convolutional Network Training with GPU-Oriented Data\n Communication Architecture
    2021/03/04 by Seungwon Min, Wu Kun, Min, Seung Won +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  15. EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search
    2021/11/24 by Qian Jiang, Xiaofan Zhang, Jiang, Qian +7 · 1 citation
    Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
  16. Generic Neural Architecture Search via Regression
    2021/08/04 by Li, Yuhong, Hao, Cong, Li, Pan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  17. Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs
    2018/03/23 by Chuanhao Zhuge, Zhuge, Chuanhao, Xinheng Liu +9 · 1 voice
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Face recognition and analysis #Parallel #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC) #cs.CV #cs.DC
  18. Building Machine Learning Challenges for Anomaly Detection in Science
    2025/03/03 by Campolongo, Elizabeth G., Chou, Yuan-Tang, Govorkova, Ekaterina +147 · 3 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
  19. FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations
    2020/12/22 by Zhang, Yichi, Pan, Junhao, Liu, Xinheng +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS
    2024/01/22 by Hanchen Ye, David Z. Pan, Ye, Hanchen +7 · 1 citation
    Computer Science · Engineering · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques
  21. SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
    2019/09/20 by Zhang, Xiaofan, Lu, Haoming, Hao, Cong +9 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. New Solutions on LLM Acceleration, Optimization, and Application
    2024/06/16 by Yingbing Huang, Huang, Yingbing, Lily Jiaxin Wan +13 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Algorithms and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Magnetic confinement fusion research #Software Engineering (cs.SE)
  23. LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory
    2025/02/27 by Jingru Jia, Jia, Jingru, Zehua Yuan +7 · 1 citation
    Computer Science · Psychology · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Language and cultural evolution #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
  24. JAM: Controllable and Responsible Text Generation via Causal Reasoning and Latent Vector Manipulation
    2025/02/28 by Huang, Yingbing, Chen, Deming, Umrawal, Abhishek K. · 1 citation
    #68T07 #68T30 #68T35 #68T37 #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.6 #I.2.7 #Machine Learning (cs.LG)
  25. SiamVGG: Visual Tracking using Deeper Siamese Networks
    2019/02/07 by Yuhong Li, Xiaofan Zhang, Li, Yuhong +2 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods