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ORCIDMinyi Guo
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- affiliation: Shanghai Jiao Tong University, Shanghai, China
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2020 – today
- 2026
[j242]Runnan Shen
, Jinquan Wang, Zhisheng Huo, Limin Xiao, Jiantong Huo, Minyi Guo, Jing Shang:
MEIS: Optimizing deduplication system with efficient index structure. J. Syst. Archit. 170: 103620 (2026)- [j241]Xinkai Wang, Chao Li, Yiyang Li, Lingyu Sun, Cheng Xu, Xiaofeng Hou, Jing Wang, Minyi Guo, Yaqian Zhao:
Enabling Learning-Based Efficiency Optimizer With Shadow Cycles in Resource-Constrained Autonomous Embedded Systems. IEEE Trans. Computers 75(3): 928-941 (2026) - [j240]Kaihua Fu, Jiuchen Shi, Yao Chen, Quan Chen, Weng-Fai Wong, Wei Wang, Bingsheng He, Minyi Guo:
QoS Awareness and Improved Throughput of Point Cloud Services With Dynamic Workloads. IEEE Trans. Computers 75(3): 1141-1155 (2026) - [j239]Keli Liu, Jing Yang, Xiaoli Ruan, Han Zhao, Shixuan Sun, Shaobo Li, Minyi Guo:
SAMD-SRG: Service-Aware Microservice Deployment Using Spectral Ranking and Graph-Enhanced Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 12: 1649-1663 (2026) - [j238]Jiayi Zhang, Chen Chen, Zuo Gan, Wei Wang, Bo Li, Minyi Guo:
Mitigating Server-Side Communication Bottlenecks in Distributed Learning With Round-Robin Participant Coordination. IEEE Trans. Netw. 34: 2997-3012 (2026) - [c424]Peng Tang, Jiacheng Liu, Xiaofeng Hou, Yifei Pu, Jing Wang, Pheng-Ann Heng, Chao Li, Minyi Guo:
MoE-APEX: An Efficient MoE Inference System with Adaptive Precision Expert Offloading. ASPLOS (2) 2026: 1185-1200 - [c423]Yang Liu, Yunfei Gu, Liqiang Zhang, Chentao Wu, Guangtao Xue, Jie Li, Minyi Guo, Junhao Hu, Jie Meng:
CacheSlide: Unlocking Cross Position-Aware KV Cache Reuse for Accelerating LLM Serving. FAST 2026: 83-99 - [c422]Ziyu Huang, Yangjie Zhou, Zihan Liu, Xinhao Luo, Yijia Diao, Minyi Guo, Jidong Zhai, Yu Feng, Chen Zhang, Anbang Wu, Jingwen Leng:
FlashFuser: Expanding the Scale of Kernel Fusion for Compute-Intensive Operators via Inter-Core Connection. HPCA 2026: 1-14 - [c421]Xiaotong Huang, He Zhu, Tianrui Ma, Yuxiang Xiong, Fangxin Liu, Zhezhi He, Yiming Gan, Zihan Liu, Jingwen Leng, Yu Feng, Minyi Guo:
SPLATONIC: Architectural Support for 3D Gaussian Splatting SLAM via Sparse Processing. HPCA 2026: 1-14 - [c420]Jiuchen Shi, Hang Zhang, Yixiao Wang, Quan Chen, Yizhou Shan, Kaihua Fu, Wei Wang, Minyi Guo:
ELORA: Efficient LoRA and KV Cache Management for Multi-LoRA LLM Serving. HPCA 2026: 1-14 - [c419]Xinkai Wang, Chao Li, Yiming Zhuansun, Jinyang Guo, Xiaofeng Hou, Jing Wang, Luping Wang, Weigao Chen, Cheng Huang, Guodong Yang, Liping Zhang, Minyi Guo:
AUM: Unleashing the Efficiency Potential of Shared Processors with Accelerator Units for LLM Serving. HPCA 2026: 1-15 - [c418]Anbang Wu, Liqiang Lu, Jianwei Yin, Jingwen Leng, Minyi Guo:
CLINE: Improving Control Flow Compilation of Quantum Programs with Control Line Encoding. HPCA 2026: 1-13 - [c417]Chuhao Xu, Zijun Li, Quan Chen, Han Zhao, Xueyan Tang, Minyi Guo:
Towards Resource-Efficient Serverless LLM Inference with SLINFER. HPCA 2026: 1-18 - [c416]Chen Zhang, Qijun Zhang, Zhuoshan Zhou, Yijia Diao, Haibo Wang, Zhe Zhou, Zhipeng Tu, Zhiyao Li, Guangyu Sun, Zhuoran Song, Zhigang Ji, Jingwen Leng, Minyi Guo:
Towards Compute-Aware In-Switch Computing for LLMs Tensor-Parallelism on Multi-GPU Systems. HPCA 2026: 1-15 - [c415]Han Zhao, Weihao Cui, Zeshen Zhang, Wenhao Zhang, Jiangtong Li, Quan Chen, Pu Pang, Zijun Li, Zhenhua Han, Yuqing Yang, Minyi Guo:
LEGO: Supporting LLM-Enhanced Games with One Gaming GPU. HPCA 2026: 1-14 - [i117]Xinwei Qiang, Hongmin Chen, Shixuan Sun, Jingwen Leng, Xin Liu, Minyi Guo:
DASH: Deterministic Attention Scheduling for High-throughput Reproducible LLM Training. CoRR abs/2601.21824 (2026) - 2025
- [j237]Du Liu, Lu Zhang, Yechen Xu, Xinkai Wang, Lingyu Sun, Yifei Pu, Xiaofeng Hou, Chao Li, Minyi Guo:
Power synchronization: taming massive diversified serverless functions under power constraints. Sci. China Inf. Sci. 68(3) (2025) - [j236]Lizeth Patricia Aguirre Sanchez, Yao Shen, Minyi Guo:
LCA: Deep Reinforcement Learning-Based Congestion Avoidance Routing Model in SDN. Comput. Networks 268: 111371 (2025) - [j235]Mizhipeng Zhang, Chentao Wu, Jie Li, Minyi Guo:
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems. Frontiers Comput. Sci. 19(1): 191101 (2025) - [j234]Runzhe Chen, Guandong Lu, Yakai Wang, Rui Zhang, Zheng Hu, Yanming Miao, Zhifang Cai, Jingwen Leng, Minyi Guo:
BAFT: bubble-aware fault-tolerant framework for distributed DNN training with hybrid parallelism. Frontiers Comput. Sci. 19(1): 191102 (2025) - [j233]Xiaoqing Cai, Han Zhao, Xiaofeng Hou, Weihao Cui, Quan Chen, Chao Li, Minyi Guo:
FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability. Frontiers Comput. Sci. 19(5): 195108 (2025) - [j232]Yunzhe Li, Jiajun Yan, Yuzhou Wei, Kechen Liu, Yize Zhao, Chong Zhang, Hongzi Zhu, Li Lu, Shan Chang, Minyi Guo:
BlinkBud: Detecting Hazards from Behind via Sampled Monocular 3D Detection on a Single Earbud. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(4): 191:1-191:26 (2025) - [j231]Lizeth Patricia Aguirre Sanchez, Yao Shen, Minyi Guo:
MDQ: A QoS-Congestion Aware Deep Reinforcement Learning Approach for Multi-Path Routing in SDN. J. Netw. Comput. Appl. 235: 104082 (2025) - [j230]Yifei Pu, Xinfeng Xia, Xiaofeng Hou, Chi Wang, Cheng Xu, Jiacheng Liu, Jing Wang, Minyi Guo, Jingling Yuan, Chao Li:
MMBypass: Towards efficient multi-modal AI computing with adaptive bypass network. J. Parallel Distributed Comput. 201: 105078 (2025) - [j229]Jixian Su, Chiyu Hao, Shixuan Sun, Hao Zhang, Sen Gao, Jiaxin Jiang, Yao Chen, Chenyi Zhang, Bingsheng He, Minyi Guo:
Revisiting the Design of In-Memory Dynamic Graph Storage. Proc. ACM Manag. Data 3(1): 70:1-70:27 (2025) - [j228]Yunsong Zhou, Quan Liu, Hongzi Zhu, Yunzhe Li, Shan Chang, Minyi Guo:
Exploiting Ground Depth Estimation for Mobile Monocular 3D Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 3079-3093 (2025) - [j227]Chiyu Hao, Jixian Su, Shixuan Sun, Hao Zhang, Sen Gao, Jianwen Zhao, Chenyi Zhang, Jieru Zhao, Chen Chen, Minyi Guo:
RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries. Proc. VLDB Endow. 18(10): 3587-3600 (2025) - [j226]Pengyu Yang, Weihao Cui, Chunyu Xue, Han Zhao, Chen Chen, Quan Chen, Jing Yang, Minyi Guo:
Taming Flexible Job Packing in Deep Learning Training Clusters. ACM Trans. Archit. Code Optim. 22(1): 37:1-37:24 (2025) - [j225]Cheng Xu, Chao Li, Xiaofeng Hou, Junyi Mei, Jing Wang, Pengyu Wang, Shixuan Sun, Minyi Guo, Baoping Hao:
Enhancing High-Throughput GPU Random Walks Through Multi-Task Concurrency Orchestration. ACM Trans. Archit. Code Optim. 22(1): 42:1-42:26 (2025) - [j224]Yifu He, Han Zhao, Weihao Cui, Shulai Zhang, Quan Chen, Minyi Guo:
ARACHNE: Optimizing Distributed Parallel Applications with Reduced Inter-Process Communication. ACM Trans. Archit. Code Optim. 22(2): 52:1-52:26 (2025) - [j223]Han Zhao, Weihao Cui, Quan Chen, Zijun Li, Zhenhua Han, Nan Wang, Yu Feng, Jieru Zhao, Chen Chen, Jingwen Leng, Minyi Guo:
EDAS: Enabling Fast Data Loading for GPU Serverless Computing. ACM Trans. Archit. Code Optim. 22(3): 99:1-99:23 (2025) - [j222]Han Zhao, Junxiao Deng, Weihao Cui, Quan Chen, Youtao Zhang, Deze Zeng, Minyi Guo:
Adaptive Kernel Fusion for Improving the GPU Utilization While Ensuring QoS. IEEE Trans. Computers 74(2): 386-400 (2025) - [j221]Xiaofeng Hou, Cheng Xu, Chao Li, Jiacheng Liu, Xuehan Tang, Kwang-Ting Cheng, Minyi Guo:
Improving Efficiency in Multi-Modal Autonomous Embedded Systems Through Adaptive Gating. IEEE Trans. Computers 74(2): 691-704 (2025) - [j220]Jinquan Wang, Zhisheng Huo, Limin Xiao, Jinqian Yang, Jiantong Huo, Minyi Guo:
Hierarchical Hashing: A Dynamic Hashing Method With Low Write Amplification and High Performance for Non-Volatile Memory. IEEE Trans. Computers 74(4): 1138-1151 (2025) - [j219]Zijun Li, Chenyang Wu, Chuhao Xu, Quan Chen, Shuo Quan, Bin Zha, Qiang Wang, Weidong Han, Jie Wu, Minyi Guo:
Lightweight and Holistic-Scalable Serverless Secure Container Runtime for High-Density Deployment and High-Concurrency Startup. IEEE Trans. Computers 74(8): 2621-2634 (2025) - [j218]Yunzhe Li, Hongzi Zhu, Zhuohong Deng, Yunlong Cheng, Zimu Zheng, Liang Zhang, Shan Chang, Minyi Guo:
A Scene-Aware Model Adaptation Scheme for Cross-Scene Online Inference on Mobile Devices. IEEE Trans. Mob. Comput. 24(10): 11061-11075 (2025) - [j217]Zhengzhe Xiang, Xizi Xue, Yuanyi Chen, Schahram Dustdar, Minyi Guo:
Let Robots Watch Grass Grow: Optimal Task Assignment for Automatic Plant Factory. IEEE Trans. Sustain. Comput. 10(3): 464-474 (2025) - [j216]Chuanyue Xiong, Jing Yang, Jiahao Zhong, Zirui He, Pu Pang, Minyi Guo:
EMC-LSP: A Novel Lightweight Architecture for Edge Multi-Node Long Sequence Prediction. IEEE Trans. Sustain. Comput. 10(6): 1351-1365 (2025) - [c414]Siyuan Huang, Zhiyuan Ma, Jintao Du, Changhua Meng, Weiqiang Wang, Jingwen Leng, Minyi Guo, Zhouhan Lin:
Gumbel Reranking: Differentiable End-to-End Reranker Optimization. ACL (1) 2025: 7142-7161 - [c413]Han Zhao, Yiying Xiang, Yu Liu, Xiaochun Ye, Deze Zeng, Jing Yang, Weihao Cui, Quan Chen, Jingwen Leng, Minyi Guo:
DACO: Unlocking Latent Dataflow Opportunities in Edge-Side SIMT Accelerators. APPT 2025: 3-16 - [c412]Jinyuan Chen, Jiuchen Shi, Quan Chen, Lin Gu, Minyi Guo:
Veyth: Adaptive Container Placement for Optimizing Cross-Server Network Traffic of Microservice Applications. APPT 2025: 201-211 - [c411]Xinkai Wang, Yiming Zhuansun, Chao Li, Jing Wang, Xiaofeng Hou, Lingyu Sun, Luping Wang, Minyi Guo:
AsymServe: Demystifying and Optimizing LLM Serving Efficiency on CPU Acceleration Units. APPT 2025: 231-245 - [c410]Kunyun Wang, Shuo Yang, Jieru Zhao, Wenchao Ding, Quan Chen, Jingwen Leng, Minyi Guo:
SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity. APPT 2025: 246-256 - [c409]Jing Wang, Taolei Wang, Juntao Huang, Yibo Liu, Xinkai Wang, Marius Kreutzer, Chao Li, Minyi Guo:
Accelerating Large-Scale Out-of-GPU-Core GNN Training with Two-Level Historical Caching. APPT 2025: 297-307 - [c408]Ruogang Ma, Jiuchen Shi, Quan Chen, Minyi Guo:
Comber: QoS-Aware and Efficient Deployment for Co-located Microservices and Best-Effort Tasks in Disaggregated Datacenters. APPT 2025: 412-418 - [c407]Yangjie Zhou, Wenting Shen, Jingwen Leng, Shuwen Lu, Zihan Liu, Weihao Cui, Zhendong Zhang, Wencong Xiao, Baole Ai, Yong Li, Wei Lin, Deze Zeng, Yun Liang, Quan Chen, Ning Liu, Minyi Guo:
Voyager: Input-Adaptive Algebraic Transformations for High-Performance Graph Neural Networks. ASPLOS (3) 2025: 247-263 - [c406]Xinkai Wang, Xiaofeng Hou, Chao Li, Yuancheng Li, Du Liu, Guoyao Xu, Guodong Yang, Liping Zhang, Yuemin Wu, Xiaopeng Yuan, Quan Chen, Minyi Guo:
EXIST: Enabling Extremely Efficient Intra-Service Tracing Observability in Datacenters. ASPLOS (2) 2025: 355-372 - [c405]Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu:
StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. ASPLOS (2) 2025: 1189-1202 - [c404]Yaoxuan Li, Pu Pang, Yecheng Yang, Quan Chen, Zhengxuan Yan, Guoyao Xu, Guodong Yang, Liping Zhang, Minyi Guo:
WDP: Mitigating Interference in CPU Sharing Through Wake-up Delay Driven Preemption for QoS-aware Co-location. SoCC 2025: 255-268 - [c403]Yuzhuo Yang, Kaihua Fu, Quan Chen, Deze Zeng, Shuo Quan, Jie Wu, Minyi Guo:
FaaSGNN: Enabling Memory Efficient and Low Latency GNN Inference Services with Serverless Computing. SoCC 2025: 803-816 - [c402]Tianze Wang, Guanjie Wang, Mingyan Yang, Manqi Luo, Mingchuan Zou, Chen Chen, Minyi Guo:
SemanticPrefetcher: Accelerate Data Lake Access with Semantics-Aware File Prefetching. CloudCom 2025: 1-8 - [c401]Ranhao Jia, Yunfei Gu, Chentao Wu, Jie Li, Minyi Guo, Liqiang Zhang, Zaigui Zhang, Haijun Zhang:
FIFO-MEP: An Efficient Multi-Eviction-Point FIFO Cache with Stable Demotion for Burst-Oriented Access Mitigation. CLUSTER 2025: 1-13 - [c400]Shifan Zhang, Hongzi Zhu, Yinan He, Minyi Guo, Ziyang Lou, Shan Chang:
WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images. CVPR 2025: 15076-15085 - [c399]Yunfei Gu, Yixuan Liu, Xinyuan Wu, Bo Shao, Chentao Wu, Shiyi Li, Jieru Zhao, Jie Li, Minyi Guo, Kunlin Yang, Wengui Zhang, Feilong Lin:
MemSeer: Leverage Memory Failure Distinctions and Multi-Grained Prediction in Ultra-Scale Heterogeneous X86/ARM Clusters. DAC 2025: 1-7 - [c398]Yixuan Liu, Yunfei Gu, Junhao Dai, Xinyuan Wu, Chentao Wu, Xinfei Guo, Jieru Zhao, Jie Li, Minyi Guo:
CXL-ECC: an Efficient LRC-based on-CXL-Memory-eXpander-Controller ECC to Enhance Reliability and Performance of DRAM Error Correction. DAC 2025: 1-7 - [c397]Guangda Liu, Chengwei Li, Jieru Zhao, Chenqi Zhang, Minyi Guo:
ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression. DAC 2025: 1-7 - [c396]Chenqi Zhang, Yu Feng, Jieru Zhao, Guangda Liu, Wenchao Ding, Chentao Wu, Minyi Guo:
STREAMINGGS: Voxel-Based Streaming 3D Gaussian Splatting with Memory Optimization and Architectural Support. DAC 2025: 1-7 - [c395]Shulai Zhang, Quan Chen, Weihao Cui, Han Zhao, Chunyu Xue, Zhen Zheng, Wei Lin, Minyi Guo:
Improving GPU Sharing Performance through Adaptive Bubbleless Spatial-Temporal Sharing. EuroSys 2025: 573-588 - [c394]Zixiao Chen, Chentao Wu, Yunfei Gu, Ranhao Jia, Jie Li, Minyi Guo:
Gaze into the Pattern: Characterizing Spatial Patterns with Internal Temporal Correlations for Hardware Prefetching. HPCA 2025: 173-187 - [c393]Weiming Hu, Haoyan Zhang, Cong Guo, Yu Feng, Renyang Guan, Zhendong Hua, Zihan Liu, Yue Guan, Minyi Guo, Jingwen Leng:
M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type. HPCA 2025: 1112-1126 - [c392]Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Chen Jin, Jingwen Leng:
VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. HPCA 2025: 1496-1509 - [c391]Xingyang Li, Jie Jiang, Yu Feng, Yiming Gan, Jieru Zhao, Zihan Liu, Jingwen Leng, Minyi Guo:
SLTarch: Towards Scalable Point-Based Neural Rendering by Taming Workload Imbalance and Memory Irregularity. ICCAD 2025: 1-9 - [c390]Shifan Zhang, Hongzi Zhu, Yunzhe Li, Liang Zhang, Shan Chang, Minyi Guo:
CoPe: Taming Collaborative 3D Perception via Lite Network Attention across Mobile Agents. ICDCS 2025: 188-198 - [c389]Jiangang Shen, Hongzi Zhu, Liang Zhang, Yunzhe Li, Shan Chang, Jie Wu, Minyi Guo:
DiVE: Differential Video Encoding for Online Edge-assisted Video Analytics on Mobile Agents. ICDCS 2025: 243-252 - [c388]Wei Yu, Chen Chen, Qinbin Li, Jieru Zhao, Shixuan Sun, Bo Li, Minyi Guo:
FedSU: Communication-efficient Federated Learning with Speculative Updating. ICDCS 2025: 406-416 - [c387]Yunzhe Li, Facheng Hu, Hongzi Zhu, Shifan Zhang, Liang Zhang, Shan Chang, Minyi Guo:
Saga: Capturing Multi-granularity Semantics from Massive Unlabelled IMU Data. ICDCS 2025: 879-889 - [c386]Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo:
An Efficient Private GPT Never Autoregressively Decodes. ICML 2025 - [c385]Shihao Zhang, Chi Zhang, Chentao Wu, Jie Li, Minyi Guo, Hui Li, Liqiang Zhang:
Decision Shuffle: Efficient Pre-scheduling System for Push-based Shuffle in DAG Computing Frameworks. ICPP 2025: 730-740 - [c384]Zhixin Tong, Jiuchen Shi, Quan Chen, Pu Pang, Shixuan Sun, Jie Meng, Jiang Liu, En Shao, Minyi Guo:
ORION: Optimizing OLAP Query Execution with Proactive Caching and Separate Operators. ICS 2025: 868-883 - [c383]Fanrong Du, Jiuchen Shi, Quan Chen, Pu Pang, Li Li, Minyi Guo:
Generating Microservice Graphs with Production Characteristics for Efficient Resource Scaling. ICS 2025: 895-910 - [c382]Yunzhe Li, Facheng Hu, Hongzi Zhu, Quan Liu, Xiaoke Zhao, Jiangang Shen, Shan Chang, Minyi Guo:
Prism: Mining Task-aware Domains in Non-i.i.d. IMU Data for Flexible User Perception. INFOCOM 2025: 1-10 - [c381]Guangqiang Luan, Pu Pang, Quan Chen, Chen Chen, Guoyao Xu, Chi Zhang, Yanyi Zi, Yinghao Yu, Guodong Yang, Liping Zhang, Minyi Guo:
Reducing the End-to-End Latency of DNN-Based Recommendation Systems in GPU Pools. IPDPS 2025: 725-736 - [c380]Yu Feng, Weikai Lin, Yuge Cheng, Zihan Liu, Jingwen Leng, Minyi Guo, Chen Chen, Shixuan Sun, Yuhao Zhu:
Lumina: Real-Time Neural Rendering by Exploiting Computational Redundancy. ISCA 2025: 1925-1939 - [c379]Tianhao Huang, Lingyu Sun, Chao Li, Xiaofeng Hou, Yaqian Zhao, Jingwen Leng, Li Li, Minyi Guo:
Repurpose Accel-Sim for Next Generation NVIDIA Jetson GPU Architectural Design. ISLPED 2025: 1-7 - [c378]Zichen Xu, Zijun Li, Quan Chen, Minyi Guo:
ServScale: Concurrency-Aware Serverless Execution and Scaling Paradigm. NPC (1) 2025: 13-25 - [c377]Taolei Wang, Chao Li, Jing Wang, Xiaofeng Hou, Minyi Guo:
CGO: Cloud Game Orchestration via Resource Preception and CODEC Optimization. NPC (2) 2025: 38-50 - [c376]Jinyang Guo, Xinkai Wang, Jing Wang, Xiaofeng Hou, Chao Li, Minyi Guo:
TriCooling-Sim: Efficient Thermal Simulation for High-Density Micro AI Data Centers. NPC (2) 2025: 227-239 - [c375]Yuhang Fang, Pu Pang, Quan Chen, Li Li, Minyi Guo:
Reducing Load-Balancing Cost for Multithreading Applications on Asymmetric NUMA Machine. NPC (2) 2025: 448-460 - [c374]Huanqi Hu, Bowen Xiao, Shixuan Sun, Jianian Yin, Zhexi Zhang, Xiang Luo, Chengquan Jiang, Weiqi Xu, Xiaoying Jia, Xin Liu, Minyi Guo:
LiquidGEMM: Hardware-Efficient W4A8 GEMM Kernel for High-Performance LLM Serving. SC 2025: 1619-1630 - [c373]Guangda Liu, Chenqi Zhang, Yizhou Shan, Hao Feng, Zeke Wang, Shixuan Sun, Minyi Guo, Jieru Zhao:
DHAP: Towards Efficient OLAP in a Disaggregated and Heterogeneous Environment. SC 2025: 2233-2250 - [c372]Sen Gao, Jianwen Zhao, Hao Zhang, Shixuan Sun, Chen Liang, Gongye Chen, Wenliang Zhang, Bo Ren, Chao Liu, Chenyi Zhang, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo:
GES: High-Performance Graph Processing Engine and Service in Huawei. SIGMOD Conference Companion 2025: 391-403 - [c371]Shulai Zhang, Ao Xu, Quan Chen, Han Zhao, Weihao Cui, Zhen Wang, Yan Li, Limin Xiao, Minyi Guo:
Efficient Performance-Aware GPU Sharing with Compatibility and Isolation through Kernel Space Interception. USENIX ATC 2025: 1003-1019 - [i116]Yunzhe Li, Facheng Hu, Hongzi Zhu, Quan Liu, Xiaoke Zhao, Jiangang Shen, Shan Chang, Minyi Guo:
Prism: Mining Task-aware Domains in Non-i.i.d. IMU Data for Flexible User Perception. CoRR abs/2501.01598 (2025) - [i115]Weihao Cui, Ji Zhang, Han Zhao, Chao Liu, Wenhao Zhang, Jian Sha, Quan Chen, Bingsheng He, Minyi Guo:
XPUTimer: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale. CoRR abs/2502.05413 (2025) - [i114]Jixian Su, Chiyu Hao, Shixuan Sun, Hao Zhang, Sen Gao, Jiaxin Jiang, Yao Chen, Chenyi Zhang, Bingsheng He, Minyi Guo:
Revisiting the Design of In-Memory Dynamic Graph Storage. CoRR abs/2502.10959 (2025) - [i113]Siyuan Huang, Zhiyuan Ma, Jintao Du, Changhua Meng, Weiqiang Wang, Jingwen Leng, Minyi Guo, Zhouhan Lin:
Gumbel Reranking: Differentiable End-to-End Reranker Optimization. CoRR abs/2502.11116 (2025) - [i112]Weiming Hu, Haoyan Zhang, Cong Guo, Yu Feng, Renyang Guan, Zhendong Hua, Zihan Liu, Yue Guan, Minyi Guo, Jingwen Leng:
M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type. CoRR abs/2502.18755 (2025) - [i111]Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Jingwen Leng, Chen Jin:
VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. CoRR abs/2503.02236 (2025) - [i110]Xiaotong Huang, He Zhu, Zihan Liu, Weikai Lin, Xiaohong Liu, Zhezhi He, Jingwen Leng, Minyi Guo, Yu Feng:
SeeLe: A Unified Acceleration Framework for Real-Time Gaussian Splatting. CoRR abs/2503.05168 (2025) - [i109]Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu:
StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. CoRR abs/2503.05197 (2025) - [i108]Weihao Cui, Ziyi Xu, Han Zhao, Quan Chen, Zijun Li, Bingsheng He, Minyi Guo:
Efficient Function-as-a-Service for Large Language Models with TIDAL. CoRR abs/2503.06421 (2025) - [i107]Jing Wang, Chao Li, Taolei Wang, Jinyang Guo, Hanzhang Yang, Yiming Zhuansun, Minyi Guo:
Survey of Disaggregated Memory: Cross-layer Technique Insights for Next-Generation Datacenters. CoRR abs/2503.20275 (2025) - [i106]Yunzhe Li, Facheng Hu, Hongzi Zhu, Shifan Zhang, Liang Zhang, Shan Chang, Minyi Guo:
Saga: Capturing Multi-granularity Semantics from Massive Unlabelled IMU Data for User Perception. CoRR abs/2504.11726 (2025) - [i105]Weihao Cui, Yukang Chen, Han Zhao, Ziyi Xu, Quan Chen, Xusheng Chen, Yangjie Zhou, Shixuan Sun, Minyi Guo:
Optimizing SLO-oriented LLM Serving with PD-Multiplexing. CoRR abs/2504.14489 (2025) - [i104]Hang Zhang, Jiuchen Shi, Yixiao Wang, Quan Chen, Yizhou Shan, Minyi Guo:
Improving the Serving Performance of Multi-LoRA Large Language Models via Efficient LoRA and KV Cache Management. CoRR abs/2505.03756 (2025) - [i103]Guangda Liu, Chengwei Li, Zhenyu Ning, Jing Lin, Yiwu Yao, Danning Ke, Minyi Guo, Jieru Zhao:
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference. CoRR abs/2505.13109 (2025) - [i102]Kunyun Wang, Bohan Li, Kai Yu, Minyi Guo, Jieru Zhao:
Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism. CoRR abs/2505.14741 (2025) - [i101]Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo:
An Efficient Private GPT Never Autoregressively Decodes. CoRR abs/2505.15252 (2025) - [i100]Zhenyu Ning, Guangda Liu, Qihao Jin, Wenchao Ding, Minyi Guo, Jieru Zhao:
LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval. CoRR abs/2505.15269 (2025) - [i99]Zheng Liu, He Zhu, Xinyang Li, Yirun Wang, Yujiao Shi, Wei Li, Jingwen Leng, Minyi Guo, Yu Feng:
Voyager: Real-Time Splatting City-Scale 3D Gaussians on Your Phone. CoRR abs/2506.02774 (2025) - [i98]Haosong Liu, Yuge Cheng, Zihan Liu, Aiyue Chen, Jing Lin, Yiwu Yao, Chen Chen, Jingwen Leng, Yu Feng, Minyi Guo:
Astraea: A GPU-Oriented Token-wise Acceleration Framework for Video Diffusion Transformers. CoRR abs/2506.05096 (2025) - [i97]Yu Feng, Weikai Lin, Yuge Cheng, Zihan Liu, Jingwen Leng, Minyi Guo, Chen Chen, Shixuan Sun, Yuhao Zhu:
Lumina: Real-Time Mobile Neural Rendering by Exploiting Computational Redundancy. CoRR abs/2506.05682 (2025) - [i96]Chenqi Zhang, Yu Feng, Jieru Zhao, Guangda Liu, Wenchao Ding, Chentao Wu, Minyi Guo:
STREAMINGGS: Voxel-Based Streaming 3D Gaussian Splatting with Memory Optimization and Architectural Support. CoRR abs/2506.09070 (2025) - [i95]Tianze Wang, Yifei Liu, Chen Chen, Pengfei Zuo, Jiawei Zhang, Qizhen Weng, Yin Chen, Zhenhua Han, Jieru Zhao, Quan Chen, Minyi Guo:
Efficient Unified Caching for Accelerating Heterogeneous AI Workloads. CoRR abs/2506.12370 (2025) - [i94]Yifei Liu, Zuo Gan, Zhenghao Gan, Weiye Wang, Chen Chen, Yizhou Shan, Xusheng Chen, Zhenhua Han, Yifei Zhu, Shixuan Sun, Minyi Guo:
Efficient Serving of LLM Applications with Probabilistic Demand Modeling. CoRR abs/2506.14851 (2025) - [i93]Jiale Xu, Rui Zhang, Yi Xiong, Cong Guo, Zihan Liu, Yangjie Zhou, Weiming Hu, Hao Wu, Changxu Shao, Ziqing Wang, Yongjie Yuan, Junping Zhao, Minyi Guo, Jingwen Leng:
eLLM: Elastic Memory Management Framework for Efficient LLM Serving. CoRR abs/2506.15155 (2025) - [i92]Chuhao Xu, Zijun Li, Quan Chen, Han Zhao, Minyi Guo:
LLM-Mesh: Enabling Elastic Sharing for Serverless LLM Inference. CoRR abs/2507.00507 (2025) - [i91]Chiyu Hao, Jixian Su, Shixuan Sun, Hao Zhang, Sen Gao, Jianwen Zhao, Chenyi Zhang, Jieru Zhao, Chen Chen, Minyi Guo:
RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries. CoRR abs/2507.00839 (2025) - [i90]Xingyang Li, Jie Jiang, Yu Feng, Yiming Gan, Jieru Zhao, Zihan Liu, Jingwen Leng, Minyi Guo:
SLTarch: Towards Scalable Point-Based Neural Rendering by Taming Workload Imbalance and Memory Irregularity. CoRR abs/2507.21499 (2025) - [i89]Ping Chen, Zhuohong Deng, Ping Li, Shuibing He, Hongzi Zhu, Yi Zheng, Zhefeng Wang, Baoxing Huai, Minyi Guo:
Adacc: An Adaptive Framework Unifying Compression and Activation Recomputation for LLM Training. CoRR abs/2508.00806 (2025) - [i88]Jinyuan Chen, Jiuchen Shi, Quan Chen, Minyi Guo:
Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud. CoRR abs/2508.06948 (2025) - [i87]Xinhao Luo, Zihan Liu, Yangjie Zhou, Shihan Fang, Ziyu Huang, Yu Feng, Chen Zhang, Shixuan Sun, Zhenzhe Zheng, Jingwen Leng, Minyi Guo:
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive. CoRR abs/2508.18850 (2025) - [i86]Huanqi Hu, Bowen Xiao, Shixuan Sun, Jianian Yin, Zhexi Zhang, Xiang Luo, Chengquan Jiang, Weiqi Xu, Xiaoying Jia, Xin Liu, Minyi Guo:
LiquidGEMM: Hardware-Efficient W4A8 GEMM Kernel for High-Performance LLM Serving. CoRR abs/2509.01229 (2025) - [i85]Shulai Zhang, Ao Xu, Quan Chen, Han Zhao, Weihao Cui, Ningxin Zheng, Haibin Lin, Xin Liu, Minyi Guo:
Boosting Embodied AI Agents through Perception-Generation Disaggregation and Asynchronous Pipeline Execution. CoRR abs/2509.09560 (2025) - [i84]Mingyan Yang, Guanjie Wang, Manqi Luo, Yifei Liu, Chen Chen, Han Zhao, Yu Feng, Quan Chen, Minyi Guo:
Justitia: Fair and Efficient Scheduling for LLM Applications. CoRR abs/2510.17015 (2025) - [i83]Kangkang Sun, Jun Wu, Minyi Guo, Jianhua Li, Jianwei Huang:
Accurate Target Privacy Preserving Federated Learning Balancing Fairness and Utility. CoRR abs/2510.26841 (2025) - [i82]Ao Xu, Han Zhao, Weihao Cui, Quan Chen, Yukang Chen, Shulai Zhang, Shuang Chen, Jiemin Jiang, Zhibin Yu, Minyi Guo:
Harli: SLO-Aware Co-location of LLM Inference and PEFT-based Finetuning on Model-as-a-Service Platforms. CoRR abs/2511.11729 (2025) - [i81]Wenfeng Wang, Jiacheng Liu, Xiaofeng Hou, Xinfeng Xia, Peng Tang, Mingxuan Zhang, Chao Li, Minyi Guo:
MoE-SpeQ: Speculative Quantized Decoding with Proactive Expert Prefetching and Offloading for Mixture-of-Experts. CoRR abs/2511.14102 (2025) - [i80]Xiaotong Huang, He Zhu, Tianrui Ma, Yuxiang Xiong, Fangxin Liu, Zhezhi He, Yiming Gan, Zihan Liu, Jingwen Leng, Yu Feng, Minyi Guo:
Splatonic: Architecture Support for 3D Gaussian Splatting SLAM via Sparse Processing. CoRR abs/2511.18755 (2025) - [i79]Yunzhe Li, Jiajun Yan, Yuzhou Wei, Kechen Liu, Yize Zhao, Chong Zhang, Hongzi Zhu, Li Lu, Shan Chang, Minyi Guo:
BlinkBud: Detecting Hazards from Behind via Sampled Monocular 3D Detection on a Single Earbud. CoRR abs/2512.01366 (2025) - [i78]Yunzhe Li, Jianan Wang, Hongzi Zhu, James Lin, Shan Chang, Minyi Guo:
ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking. CoRR abs/2512.07086 (2025) - [i77]Ziyu Huang, Yangjie Zhou, Zihan Liu, Xinhao Luo, Yijia Diao, Minyi Guo, Jidong Zhai, Yu Feng, Chen Zhang, Anbang Wu, Jingwen Leng:
FlashFuser: Expanding the Scale of Kernel Fusion for Compute-Intensive Operators via Inter-Core Connection. CoRR abs/2512.12949 (2025) - [i76]Yue Guan, Changming Yu, Shihan Fang, Weiming Hu, Zaifeng Pan, Zheng Wang, Zihan Liu, Yangjie Zhou, Yufei Ding, Minyi Guo, Jingwen Leng:
Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding. CoRR abs/2512.23858 (2025) - [i75]Zhengyi Li, Kang Yang, Jin Tan, Wen-jie Lu, Haoqi Wu, Xiao Wang, Yu Yu, Derun Zhao, Yancheng Zheng, Minyi Guo, Jingwen Leng:
Nimbus: Secure and Efficient Two-Party Inference for Transformers. IACR Cryptol. ePrint Arch. 2025: 2250 (2025) - [i74]Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo:
An Efficient Private GPT Never Autoregressively Decodes. IACR Cryptol. ePrint Arch.