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Guo, Minyi

  1. DKN: Deep Knowledge-Aware Network for News Recommendation
    2018/01/25 by Hongwei Wang, Fuzheng Zhang, Wang, Hongwei +5 · 25 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Advanced Graph Neural Networks
  2. GraphGAN: Graph Representation Learning with Generative Adversarial Nets
    2017/11/22 by Hongwei Wang, Jia Wang, Wang, Hongwei +13 · 20 citations
    Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
  3. MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications
    2022/12/02 by Cheng Xu, Xu, Cheng, Xiaofeng Hou +14 · 13 citations
    Computer Science · Engineering · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Performance (cs.PF) #Visual Attention and Saliency Detection
  4. ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization
    2022/08/30 by Guo, Cong, Zhang, Chen, Leng, Jingwen +5 · 13 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Embodied Understanding of Driving Scenarios
    2024/03/07 by Linyan Huang, Zhou, Yunsong, Qingwen Bu +16 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
  6. AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs
    2024/07/21 by Gao Mingzhe, Gao, Mingzhe, Jieru Zhao +13 · 19 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Real-time simulation and control systems
  7. Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation
    2019/01/23 by Hongwei Wang, Wang, Hongwei, Fuzheng Zhang +9 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  8. ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression
    2024/12/04 by Guangda Liu, Chengwei Li, Liu, Guangda +6 · 24 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Performance (cs.PF)
  9. SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation
    2022/02/14 by Cong Guo, Guo, Cong, Yuxian Qiu +15 · 9 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference
    2024/11/03 by Peng Tang, Tang, Peng, Jiacheng Liu +13 · 19 citations
    Computer Science · Decision Sciences · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #Service-Oriented Architecture and Web Services #and Cluster Computing (cs.DC)
  11. Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity
    2020/08/29 by Cong Guo, Bo Yang Hsueh, Guo, Cong +17 · 8 citations
    Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
  12. Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations
    2024/04/18 by Yu Feng, Zihan Liu, Feng, Yu +7 · 11 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  13. A Survey on Inference Optimization Techniques for Mixture of Experts Models
    2024/12/18 by Jiacheng Liu, Peng Tang, Liu, Jiacheng +13 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  14. GMLake: Efficient and Transparent GPU Memory Defragmentation for Large-scale DNN Training with Virtual Memory Stitching
    2024/01/16 by Guo, Cong, Zhang, Rui, Xu, Jiale +8 · 7 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  15. Nimbus: Secure and Efficient Two-Party Inference for Transformers
    2024/11/24 by Li, Zhengyi, Yang, Kang, Tan, Jin +8 · 11 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  16. DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration
    2023/04/28 by Zijun Li, Chuhao Xu, Li, Zijun +9 · 5 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)
  17. SimGen: Simulator-conditioned Driving Scene Generation
    2024/06/13 by Yunsong Zhou, Michael Simon, Zhou, Yunsong +11 · 8 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
  18. Inf-MLLM: Efficient Streaming Inference of Multimodal Large Language Models on a Single GPU
    2024/09/11 by Zhenyu Ning, Ning, Zhenyu, Jieru Zhao +6 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Performance (cs.PF) #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
  19. Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture
    2024/08/13 by Yu Feng, Feng, Yu, Weikai Lin +15 · 10 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Hardware Architecture (cs.AR) #Human Pose and Action Recognition
  20. Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders
    2015/10/06 by Huan Yang, Yang, Huan, Baoyuan Wang +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization #cs.CV
  21. Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators
    2021/10/08 by Yangjie Zhou, Mengtian Yang, Zhou, Yangjie +13 · 3 citations
    Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
  22. Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension
    2024/03/06 by Liu, Quan, Zhu, Hongzi, Wang, Zhenxi +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences
    2022/06/29 by Shen, Guan, Zhao, Jieru, Chen, Quan +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  24. M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type
    2025/02/26 by Weiming Hu, Haoyan Zhang, Hu, Weiming +16 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques
  25. vTensor: Flexible Virtual Tensor Management for Efficient LLM Serving
    2024/07/22 by Xu, Jiale, Zhang, Rui, Guo, Cong +11 · 5 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  26. JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping
    2023/12/04 by Zihan Liu, Wentao Ni, Liu, Zihan +15 · 4 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)
  27. Accelerating Sparse DNNs Based on Tiled GEMM
    2024/02/16 by Cong Guo, Fengchen Xue, Guo, Cong +13 · 4 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Handwritten Text Recognition Techniques
  28. Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection
    2021/09/08 by Shulai Zhang, Zhang, Shulai, Zirui Li +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)
  29. LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval
    2025/05/21 by Zhenyu Ning, Guangda Liu, Ning, Zhenyu +9 · 8 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
  30. VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference
    2025/03/04 by Liu, Zihan, Luo, Xinhao, Guo, Junxian +11 · 7 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  31. SeeLe: A Unified Acceleration Framework for Real-Time Gaussian Splatting
    2025/03/07 by Huang, Xiaotong, Zhu, He, Liu, Zihan +6 · 10 citations
    #FOS: Computer and information sciences #Graphics (cs.GR)
  32. Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs
    2024/01/14 by Mingzhe Gao, Jieru Zhao, Gao, Mingzhe +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #VLSI and Analog Circuit Testing
  33. MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer
    2023/03/23 by Yunsong Zhou, Hongzi Zhu, Zhou, Yunsong +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  34. Flare: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale
    2025/02/08 by Weihao Cui, Cui, Weihao, Ji Zhang +14 · 6 citations
    Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Operating Systems (cs.OS) #Radiomics and Machine Learning in Medical Imaging
  35. DistSim: A performance model of large-scale hybrid distributed DNN training
    2023/06/14 by Lu, Guandong, Chen, Runzhe, Wang, Yakai +8 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  36. VELTAIR: Towards High-Performance Multi-tenant Deep Learning Services via Adaptive Compilation and Scheduling
    2022/01/17 by Zihan Liu, Liu, Zihan, Jingwen Leng +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
  37. Adversarial Defense Through Network Profiling Based Path Extraction
    2019/04/17 by Yuxian Qiu, Jingwen Leng, Qiu, Yuxian +11 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  38. Towards High-Goodput LLM Serving with Prefill-decode Multiplexing
    2025/04/20 by Cui, Weihao, Han Zhao, Chen, Yukang +12 · 5 citations
    Computer Science · Engineering · #Advanced Control Systems Optimization #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Iterative Learning Control Systems #Operating Systems (cs.OS)
  39. Towards Fast Setup and High Throughput of GPU Serverless Computing
    2024/04/23 by Zhao, Han, Cui, Weihao, Chen, Quan +6 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  40. FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework
    2024/04/12 by Mei, Junyi, Sun, Shixuan, Li, Chao +9 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  41. Block-Skim: Efficient Question Answering for Transformer
    2021/12/16 by Yue Guan, Guan, Yue, Zhengyi Li +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  42. Efficient Adaptive Activation Rounding for Post-Training Quantization
    2022/08/25 by Li, Zhengyi, Guo, Cong, Zhu, Zhanda +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  43. Efficient Function-as-a-Service for Large Language Models with TIDAL
    2025/03/09 by Cui, Weihao, Xu, Ziyi, Zhao, Han +4 · 2 citations
    #FOS: Computer and information sciences #Operating Systems (cs.OS)
  44. Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud
    2025/08/09 by Chen, Jinyuan, Shi, Jiuchen, Chen, Quan +1 · 3 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  45. 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)
  46. FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
    2025/05/19 by Guangda Liu, Chengwei Li, Liu, Guangda +8 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
  47. 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)
  48. Gumbel Reranking: Differentiable End-to-End Reranker Optimization
    2025/02/16 by Huang, Siyuan, Ma, Zhiyuan, Du, Jintao +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  49. MoE-SpeQ: Speculative Quantized Decoding with Proactive Expert Prefetching and Offloading for Mixture-of-Experts
    2025/11/18 by Wang, Wenfeng, Liu, Jiacheng, Hou, Xiaofeng +5 · 2 citations
    Computer Science · #Big Data and Digital Economy #Advanced Neural Network Applications #IoT and Edge/Fog Computing
  50. 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
  51. Voyager: Real-Time Splatting City-Scale Gaussians on Resource-Constrained Devices
    2025/06/03 by Zheng Liu, He Zhu, Liu, Zheng +17 · 4 voices · 2 citations
    Computer Science · #cs.GR
  52. STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs
    2023/09/27 by Jiawen Wang, Quan Chen, Wang, Jiawen +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  53. Astraea: A Token-wise Acceleration Framework for Video Diffusion Transformers
    2025/06/05 by Liu, Haosong, Cheng, Yuge, Miao, Wenxuan +8 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. Gaze into the Pattern: Characterizing Spatial Patterns with Internal Temporal Correlations for Hardware Prefetching
    2024/12/06 by Zixiao Chen, Chen, Zixiao, Chentao Wu +9 · 1 citation
    Computer Science · Social Sciences · #Data Visualization and Analytics #Multimedia Communication and Technology
  55. eLLM: Elastic Memory Management Framework for Efficient LLM Serving
    2025/06/18 by Jie Xu, Xu, Jiale, Rui Zhang +23 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Parallel #and Cluster Computing (cs.DC)
  56. ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
    2025/08/26 by Luo, Xinhao, Liu, Zihan, Zhou, Yangjie +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  57. Splatonic: Architecture Support for 3D Gaussian Splatting SLAM via Sparse Processing
    2025/11/24 by Huang, Xiaotong, Zhu, He, Ma, Tianrui +8 · 2 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Advanced Neural Network Applications
  58. Lumina: Real-Time Mobile Neural Rendering by Exploiting Computational Redundancy
    2025/06/06 by Yu Feng, Weikai Lin, Feng, Yu +14 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Enhancement Techniques
  59. StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination
    2025/03/07 by Feng, Yu, Liu, Zheng, Lin, Weikai +6 · 2 citations
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)