SolarCore: Solar energy driven multi-core architecture power management. - Chao Li 009; Wangyuan Zhang; Chang-Burm Cho; Tao Li 006 (HPCA, 2011)

A quantitative analysis of cooling power in container-based data centers. - Amer Qouneh; Chao Li 009; Tao Li 006 (IISWC, 2011)

Characterizing and analyzing renewable energy driven data centers. - Chao Li 009; Amer Qouneh; Tao Li 006 (SIGMETRICS, 2011)

iSwitch: Coordinating and optimizing renewable energy powered server clusters. - Chao Li 009; Amer Qouneh; Tao Li 006 (ISCA, 2012)

Enabling distributed generation powered sustainable high-performance data center. - Chao Li 009; Ruijin Zhou; Tao Li 006 (HPCA, 2013)

Chameleon: Adapting throughput server to time-varying green power budget using online learning. - Chao Li 009; Xian Li; Rui Wang 014; Tao Li 006; Nilanjan Goswami; Depei Qian (ISLPED, 2013)

Enabling datacenter servers to scale out economically and sustainably. - Chao Li 009; Yang Hu 001; Ruijin Zhou; Ming Liu 006; Longjun Liu; Jingling Yuan; Tao Li 006 (MICRO, 2013)

Optimizing virtual machine live storage migration in heterogeneous storage environment. - Ruijin Zhou; Fang Liu; Chao Li 009; Tao Li 006 (VEE, 2013)

Managing Green Datacenters Powered by Hybrid Renewable Energy Systems. - Chao Li 009; Rui Wang 014; Tao Li 006; Depei Qian; Jingling Yuan (ICAC, 2014)

Understanding the Impact of vCPU Scheduling on DVFS-Based Power Management in Virtualized Cloud Environment. - Ming Liu 006; Chao Li 009; Tao Li 006 (MASCOTS, 2014)

Towards Automated Provisioning and Emergency Handling in Renewable Energy Powered Datacenters. - Chao Li 009; Rui Wang 014; Yang Hu 001; Ruijin Zhou; Ming Liu 006; Longjun Liu; Jingling Yuan; Tao Li 006; Depei Qian (J. Comput. Sci. Technol., 2014)

BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters. - Longjun Liu; Chao Li 009; Hongbin Sun 001; Yang Hu 001; Juncheng Gu; Tao Li 006 (DSN, 2015)

A novel TSV probing technique with adhesive test interposer. - Li Jiang 002; Xiangwei Huang; Hongfeng Xie; Qiang Xu 001; Chao Li 009; Xiaoyao Liang; Huiyun Li (ICCD, 2015)

Exploring Hardware Profile-Guided Green Datacenter Scheduling. - Weichao Tang; Yu Wang 052; Haopeng Liu; Tao Zhang 046; Chao Li 009; Xiaoyao Liang (ICPP, 2015)

Building Fuel Powered Supercomputing Data Center at Low Cost. - Yiqing Hua; Chao Li 009; Weichao Tang; Li Jiang 002; Xiaoyao Liang (ICS, 2015)

On Power-Performance Characterization of Concurrent Throughput Kernels. - Nilanjan Goswami; Yuhai Li; Amer Qouneh; Chao Li 009; Tao Li 006 (IISWC, 2015)

Towards sustainable in-situ server systems in the big data era. - Chao Li 009; Yang Hu 001; Longjun Liu; Juncheng Gu; Mingcong Song; Xiaoyao Liang; Jingling Yuan; Tao Li 006 (ISCA, 2015)

HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy. - Longjun Liu; Chao Li 009; Hongbin Sun 001; Yang Hu 001; Juncheng Gu; Tao Li 006; Jingmin Xin; Nanning Zheng 001 (ISCA, 2015)

Bank stealing for conflict mitigation in GPGPU Register File. - Naifeng Jing; Shuang Chen 002; Shunning Jiang; Li Jiang 002; Chao Li 009; Xiaoyao Liang (ISLPED, 2015)

Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency. - Longjun Liu; Chao Li 009; Hongbin Sun 001; Yang Hu 001; Jingmin Xin; Nanning Zheng 001; Tao Li 006 (IEEE Comput. Archit. Lett., 2015)

Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small. - Mingcong Song; Yang Hu 001; Yunlong Xu; Chao Li 009; Huixiang Chen 001; Jingling Yuan; Tao Li 006 (PACT, 2016)

HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers. - Yang Hu 001; Chao Li 009; Longjun Liu; Tao Li 006 (ICS, 2016)

Towards an Adaptive Multi-Power-Source Datacenter. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Yang Hu 001; Nanning Zheng 001; Tao Li 006 (ICS, 2016)

Power Attack Defense: Securing Battery-Backed Data Centers. - Chao Li 009; Zhenhua Wang 007; Xiaofeng Hou; Haopeng Chen; Xiaoyao Liang; Minyi Guo (ISCA, 2016)

Cache-emulated register file: An integrated on-chip memory architecture for high performance GPGPUs. - Naifeng Jing; Jianfei Wang; Fengfeng Fan; Wenkang Yu; Li Jiang 002; Chao Li 009; Xiaoyao Liang (MICRO, 2016)

Managing Server Clusters on Renewable Energy Mix. - Chao Li 009; Rui Wang 014; Depei Qian; Tao Li 006 (ACM Trans. Auton. Adapt. Syst., 2016)

Energy-Efficient eDRAM-Based On-Chip Storage Architecture for GPGPUs. - Naifeng Jing; Li Jiang 002; Tao Zhang 046; Chao Li 009; Fengfeng Fan; Xiaoyao Liang (IEEE Trans. Computers, 2016)

RE-UPS: an adaptive distributed energy storage system for dynamically managing solar energy in green datacenters. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Yang Hu 001; Jingmin Xin; Nanning Zheng 001; Tao Li 006 (J. Supercomput., 2016)

Congra: Towards Efficient Processing of Concurrent Graph Queries on Shared-Memory Machines. - Peitian Pan; Chao Li 009 (ICCD, 2017)

Oasis: Scaling Out Datacenter Sustainably and Economically. - Chao Li 009; Yang Hu 001; Juncheng Gu; Jingling Yuan; Tao Li 006 (IEEE Trans. Parallel Distributed Syst., 2017)

Managing Battery Aging for High Energy Availability in Green Datacenters. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Tao Li 006; Jingmin Xin; Nanning Zheng 001 (IEEE Trans. Parallel Distributed Syst., 2017)

Bank Stealing for a Compact and Efficient Register File Architecture in GPGPU. - Naifeng Jing; Shunning Jiang; Shuang Chen 002; Jingjie Zhang; Li Jiang 002; Chao Li 009; Xiaoyao Liang (IEEE Trans. Very Large Scale Integr. Syst., 2017)

Your WiFi Knows How You Behave: Leveraging WiFi Channel Data for Behavior Analysis. - Yu Gu 003; Xiang Zhang 011; Chao Li 009; Fuji Ren; Jie Li 002; Zhi Liu 002 (GLOBECOM, 2018)

Adaptive Memory Fusion: Towards Transparent, Agile Integration of Persistent Memory. - Dongliang Xue; Chao Li 009; Linpeng Huang; Chentao Wu; Tianyou Li (HPCA, 2018)

DR DRAM: Accelerating Memory-Read-Intensive Applications. - Yuhai Cao; Chao Li 009; Quan Chen 002; Jingwen Leng; Minyi Guo; Jing Wang 055; Weigong Zhang (ICCD, 2018)

Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It. - Xiaofeng Hou; Luoyao Hao; Chao Li 009; Quan Chen 002; Wenli Zheng; Minyi Guo (ICCD, 2018)

Dynamic allocation of power delivery paths in consolidated data centers based on adaptive UPS switching. - Fawaz AL-Hazemi; Yuyang Peng; Chan-Hyun Youn; Josip Lorincz; Chao Li 009; Song Guo 001; Raouf Boutaba (Comput. Networks, 2018)

Edge-Oriented Computing Paradigms: A Survey on Architecture Design and System Management. - Chao Li 009; Yushu Xue; Jing Wang 055; Weigong Zhang; Tao Li 006 (ACM Comput. Surv., 2018)

Exploring Customizable Heterogeneous Power Distribution and Management for Datacenter. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Yang Hu 001; Tao Li 006; Nanning Zheng 001 (IEEE Trans. Parallel Distributed Syst., 2018)

IBOM: An Integrated and Balanced On-Chip Memory for High Performance GPGPUs. - Jianfei Wang; Qin Wang 009; Li Jiang 002; Chao Li 009; Xiaoyao Liang; Naifeng Jing (IEEE Trans. Parallel Distributed Syst., 2018)

PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 Platforms. - Weixin Deng; Pengyu Wang 003; Jing Wang 055; Chao Li 009; Minyi Guo (Bench, 2019)

Adversarial Defense Through Network Profiling Based Path Extraction. - Yuxian Qiu; Jingwen Leng; Cong Guo 003; Quan Chen 002; Chao Li 009; Minyi Guo; Yuhao Zhu 001 (CVPR, 2019)

Performance of Training Sparse Deep Neural Networks on GPUs. - Jianzong Wang; Zhangcheng Huang 002; Lingwei Kong; Jing Xiao 006; Pengyu Wang 003; Lu Zhang 049; Chao Li 009 (HPEC, 2019)

Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era. - Xiaofeng Hou; Jiacheng Liu 001; Chao Li 009; Minyi Guo (ICPP, 2019)

When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management. - Xiaofeng Hou; Mingyu Liang; Chao Li 009; Wenli Zheng; Quan Chen 002; Minyi Guo (ICPP, 2019)

Avalon: towards QoS awareness and improved utilization through multi-resource management in datacenters. - Quan Chen 002; Zhenning Wang; Jingwen Leng; Chao Li 009; Wenli Zheng; Minyi Guo (ICS, 2019)

Laius: Towards latency awareness and improved utilization of spatial multitasking accelerators in datacenters. - Wei Zhang 149; Weihao Cui; Kaihua Fu; Quan Chen 002; Daniel Edward Mawhirter; Bo Wu 002; Chao Li 009; Minyi Guo (ICS, 2019)

Excavating the Potential of GPU for Accelerating Graph Traversal. - Pengyu Wang 003; Lu Zhang 049; Chao Li 009; Minyi Guo (IPDPS, 2019)

Themis: Predicting and Reining in Application-Level Slowdown on Spatial Multitasking GPUs. - Wenyi Zhao; Quan Chen 002; Hao Lin; Jianfeng Zhang; Jingwen Leng; Chao Li 009; Wenli Zheng; Li Li 012; Minyi Guo (IPDPS, 2019)

SprintCon: Controllable and Efficient Computational Sprinting for Data Center Servers. - Wenli Zheng; Xiaorui Wang; Yue Ma; Chao Li 009; Hao Lin; Bin Yao 002; Jianfeng Zhang; Minyi Guo (IPDPS, 2019)

Characterizing and orchestrating NFV-ready servers for efficient edge data processing. - Lu Zhang 049; Chao Li 009; Pengyu Wang 003; Yunxin Liu 001; Yang Hu 001; Quan Chen 002; Minyi Guo (IWQoS, 2019)

A Comprehensive Rearranging Priority Based Method To Accelerate the Reconstruction of RAID Arrays. - Xin Xie; Chentao Wu; Chao Li 009; Jie Li 002; Minyi Guo; Fang Xu (SRDS Workshops, 2019)

Yugong: Geo-Distributed Data and Job Placement at Scale. - Yuzhen Huang; Yingjie Shi; Zheng Zhong; Yihui Feng; James Cheng; Jiwei Li; Haochuan Fan; Chao Li 009; Tao Guan; Jingren Zhou 001 (Proc. VLDB Endow., 2019)

Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory. - Han Zhao 005; Quan Chen 002; Yuxian Qiu; Ming Wu 007; Yao Shen; Jingwen Leng; Chao Li 009; Minyi Guo (ACM Trans. Archit. Code Optim., 2019)

DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh. - Yuhai Cao; Chao Li 009; Jing Wang 055; Weigong Zhang; Quan Chen 002; Jingwen Leng; Bin Yao 002; Yao Shen; Minyi Guo (IEEE Trans. Computers, 2019)

Dapper: An Adaptive Manager for Large-Capacity Persistent Memory. - Dongliang Xue; Linpeng Huang; Chao Li 009; Chentao Wu (IEEE Trans. Computers, 2019)

CongraPlus: Towards Efficient Processing of Concurrent Graph Queries on NUMA Machines. - Peitian Pan; Chao Li 009; Minyi Guo (IEEE Trans. Parallel Distributed Syst., 2019)

How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. - Yue Guan 003; Jingwen Leng; Chao Li 009; Quan Chen 002; Minyi Guo (COLING, 2020)

Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. - Cong Guo 003; Yangjie Zhou 001; Jingwen Leng; Yuhao Zhu 001; Zidong Du; Quan Chen 002; Chao Li 009; Bin Yao 002; Minyi Guo (DAC, 2020)

CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. - Han Zhao 005; Weihao Cui; Quan Chen 002; Jingwen Leng; Kai Yu 004; Deze Zeng; Chao Li 009; Minyi Guo (ICDCS, 2020)

OVERSEE: Outsourcing Verification to Enable Resource Sharing in Edge Environment. - Xiaoqing Cai; Jiuchen Shi; Rui Yuan; Chang Liu; Wenli Zheng; Quan Chen 002; Chao Li 009; Jingwen Leng; Minyi Guo (ICPP, 2020)

Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers. - Pu Pang; Quan Chen 002; Deze Zeng; Chao Li 009; Jingwen Leng; Wenli Zheng; Minyi Guo (IPDPS, 2020)

DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. - Zihan Liu 002; Jingwen Leng; Quan Chen 002; Chao Li 009; Wenli Zheng; Li Li 012; Minyi Guo (ISPA/BDCloud/SocialCom/SustainCom, 2020)

ANT-man: towards agile power management in the microservice era. - Xiaofeng Hou; Chao Li 009; Jiacheng Liu 001; Lu Zhang 049; Yang Hu 001; Minyi Guo (SC, 2020)

Architectural Implications of Graph Neural Networks. - Zhihui Zhang; Jingwen Leng; Lingxiao Ma; Youshan Miao; Chao Li 009; Minyi Guo (IEEE Comput. Archit. Lett., 2020)

Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters. - Wei Zhang 149; Quan Chen 002; Kaihua Fu; Ningxin Zheng; Zhiyi Huang 001; Jingwen Leng; Chao Li 009; Wenli Zheng; Minyi Guo (CoRR, 2020)

Predicting and reining in application-level slowdown on spatial multitasking GPUs. - Mengze Wei; Wenyi Zhao; Quan Chen 002; Hao Dai; Jingwen Leng; Chao Li 009; Wenli Zheng; Minyi Guo (J. Parallel Distributed Comput., 2020)

Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs. - Pengyu Wang 003; Chao Li 009; Jing Wang 055; Taolei Wang; Lu Zhang 049; Jingwen Leng; Quan Chen 002; Minyi Guo (PACT, 2021)

CHARM: Collaborative Host and Accelerator Resource Management for GPU Datacenters. - Wei Zhang 149; Kaihua Fu; Ningxin Zheng; Quan Chen 002; Chao Li 009; Wenli Zheng; Minyi Guo (ICCD, 2021)

AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. - Xiaofeng Hou; Chao Li 009; Jiacheng Liu 001; Lu Zhang 049; Shaolei Ren; Jingwen Leng; Quan Chen 002; Minyi Guo (IPDPS, 2021)

AuTraScale: An Automated and Transfer Learning Solution for Streaming System Auto-Scaling. - Liang Zhang 027; Wenli Zheng; Chao Li 009; Yao Shen; Minyi Guo (IPDPS, 2021)

Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. - Weihao Cui; Han Zhao 005; Quan Chen 002; Ningxin Zheng; Jingwen Leng; Jieru Zhao; Zhuo Song; Tao Ma 006; Yong Yang; Chao Li 009; Minyi Guo (SC, 2021)

ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration. - Zhihui Zhang; Jingwen Leng; Shuwen Lu; Youshan Miao; Yijia Diao; Minyi Guo; Chao Li 009; Yuhao Zhu 001 (CoRR, 2021)

Preface. - Chao Li 009; Yun Liang 001 (J. Comput. Sci. Technol., 2021)

Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters. - Yingda Chen; Jiamang Wang; Yifeng Lu; Ying Han; Zhiqiang Lv; Xuebin Min; Hua Cai; Wei Zhang 012; Haochuan Fan; Chao Li 009; Tao Guan; Wei Lin 016; et al. (Proc. VLDB Endow., 2021)

Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU. - Pengyu Wang 003; Jing Wang 055; Chao Li 009; Jianzong Wang; Haojin Zhu; Minyi Guo (ACM Trans. Archit. Code Optim., 2021)

ACE-GCN: A Fast Data-driven FPGA Accelerator for GCN Embedding. - José Romero Hung; Chao Li 009; Pengyu Wang 003; Chuanming Shao; Jinyang Guo; Jing Wang 055; Guoyong Shi (ACM Trans. Reconfigurable Technol. Syst., 2021)

Exploring Highly Dependable and Efficient Datacenter Power System Using Hybrid and Hierarchical Energy Buffers. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Tao Li 006; Jingmin Xin; Nanning Zheng 001 (IEEE Trans. Sustain. Comput., 2021)

VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling. - Zihan Liu 002; Jingwen Leng; Zhihui Zhang; Quan Chen 002; Chao Li 009; Minyi Guo (ASPLOS, 2022)

SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences. - Guan Shen; Jieru Zhao; Quan Chen 002; Jingwen Leng; Chao Li 009; Minyi Guo (DAC, 2022)

Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS. - Han Zhao 005; Weihao Cui; Quan Chen 002; Youtao Zhang; Yanchao Lu; Chao Li 009; Jingwen Leng; Minyi Guo (HPCA, 2022)

HyFarM: Task Orchestration on Hybrid Far Memory for High Performance Per Bit. - Jing Wang 055; Chao Li 009; Junyi Mei; Hao He; Taolei Wang; Pengyu Wang 003; Lu Zhang 049; Minyi Guo; Hanqing Wu; Dongbai Chen; Xiangwen Liu (ICCD, 2022)

PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences. - Shulai Zhang; Weihao Cui; Quan Chen 002; Zhengnian Zhang; Yue Guan 003; Jingwen Leng; Chao Li 009; Minyi Guo (ICS, 2022)

Exploring Efficient Microservice Level Parallelism. - Xinkai Wang 003; Chao Li 009; Lu Zhang 049; Xiaofeng Hou; Quan Chen 002; Minyi Guo (IPDPS, 2022)

Excavating the Potential of Graph Workload on RDMA-based Far Memory Architecture. - Jing Wang 055; Chao Li 009; Taolei Wang; Lu Zhang 049; Pengyu Wang 003; Junyi Mei; Minyi Guo (IPDPS, 2022)

Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment. - Lu Zhang 049; Yifei Pu; Cheng Xu; Du Liu; Zeyi Lin; Xiaofeng Hou; Pu Yang; Shang Yue; Chao Li 009; Minyi Guo (NPC, 2022)

DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs. - Weihao Cui; Han Zhao 005; Quan Chen 002; Hao Wei; Zirui Li; Deze Zeng; Chao Li 009; Minyi Guo (USENIX ATC, 2022)

Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. - Zijun Li 001; Linsong Guo; Quan Chen 002; Jiagan Cheng; Chuhao Xu; Deze Zeng; Zhuo Song; Tao Ma 006; Yong Yang; Chao Li 009; Minyi Guo (USENIX ATC, 2022)

Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions. - Chuanming Shao; Jinyang Guo; Pengyu Wang 003; Jing Wang 055; Chao Li 009; Minyi Guo (ICPE, 2022)

Characterizing and Understanding End-to-End Multi-Modal Neural Networks on GPUs. - Xiaofeng Hou; Cheng Xu; Jiacheng Liu 001; Xuehan Tang; Lingyu Sun; Chao Li 009; Kwang-Ting Cheng (IEEE Comput. Archit. Lett., 2022)

Analyzing the Hardware-Software Implications of Multi-modal DNN Workloads using MMBench. - Xiaofeng Hou; Cheng Xu; Jiacheng Liu 001; Xuehan Tang; Linyu Sun; Chao Li 009; Kwang-Ting Cheng (CoRR, 2022)

Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities. - Rong Zeng; Xiaofeng Hou; Lu Zhang 049; Chao Li 009; Wenli Zheng; Minyi Guo (Frontiers Comput. Sci., 2022)

Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. - Lu Zhang 049; Weiqi Feng; Chao Li 009; Xiaofeng Hou; Pengyu Wang 003; Jing Wang 055; Minyi Guo (IEEE Trans. Computers, 2022)

Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers. - Xiaofeng Hou; Chao Li 009; Jinghang Yang; Wenli Zheng; Xiaoyao Liang; Minyi Guo (IEEE Trans. Cloud Comput., 2022)

uGrapher: High-Performance Graph Operator Computation via Unified Abstraction for Graph Neural Networks. - Yangjie Zhou 001; Jingwen Leng; Yaoxu Song; Shuwen Lu; Mian Wang; Chao Li 009; Minyi Guo; Wenting Shen; Yong Li 020; Wei Lin 016; Xiangwen Liu; Hanqing Wu (ASPLOS (2), 2023)

Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. - Xinkai Wang 003; Hao He; Yuancheng Li; Chao Li 009; Xiaofeng Hou; Jing Wang 055; Quan Chen 002; Jingwen Leng; Minyi Guo; Leibo Wang (SoCC, 2023)

MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits. - Xiaofeng Hou; Jiacheng Liu 001; Xuehan Tang; Chao Li 009; Kwang-Ting Cheng; Li Li 012; Minyi Guo (Euro-Par, 2023)

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. - Cheng Xu; Xiaofeng Hou; Jiacheng Liu 001; Chao Li 009; Tianhao Huang; Xiaozhi Zhu; Mo Niu; Lingyu Sun; Peng Tang; Tongqiao Xu; Kwang-Ting Cheng; Minyi Guo (IISWC, 2023)

FIRST: Exploiting the Multi-Dimensional Attributes of Functions for Power-Aware Serverless Computing. - Lu Zhang 049; Chao Li 009; Xinkai Wang 003; Weiqi Feng; Zheng Yu 003; Quan Chen 002; Jingwen Leng; Minyi Guo; Pu Yang; Shang Yue (IPDPS, 2023)

Architecting Efficient Multi-modal AIoT Systems. - Xiaofeng Hou; Jiacheng Liu 001; Xuehan Tang; Chao Li 009; Jia Chen; Luhong Liang; Kwang-Ting Cheng; Minyi Guo (ISCA, 2023)

High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing. - Cheng Xu; Chao Li 009; Pengyu Wang 003; Xiaofeng Hou; Jing Wang 055; Shixuan Sun; Minyi Guo; Hanqing Wu; Dongbai Chen; Xiangwen Liu (PPoPP, 2023)

SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing. - Xiaofeng Hou; Peng Tang; Chao Li 009; Jiacheng Liu 001; Cheng Xu; Kwang-Ting Cheng; Minyi Guo (RTSS, 2023)

BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training. - Kaihua Fu; Quan Chen 002; Yuzhuo Yang; Jiuchen Shi; Chao Li 009; Minyi Guo (SC, 2023)

DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service. - Xiaoxiang Shi; Chao Li 009; Zijun Li 001; Zihan Liu 002; Dianmo Sheng; Quan Chen 002; Jingwen Leng; Minyi Guo (CoRR, 2023)

DRAGON: Dynamic Recurrent Accelerator for Graph Online Convolution. - José Romero Hung; Chao Li 009; Taolei Wang; Jinyang Guo; Pengyu Wang 003; Chuanming Shao; Jing Wang 055; Guoyong Shi; Xiangwen Liu; Hanqing Wu (ACM Trans. Design Autom. Electr. Syst., 2023)

Fargraph+: Excavating the parallelism of graph processing workload on RDMA-based far memory system. - Jing Wang 055; Chao Li 009; Yibo Liu; Taolei Wang; Junyi Mei; Lu Zhang 049; Pengyu Wang 003; Minyi Guo (J. Parallel Distributed Comput., 2023)

Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. - Pengyu Wang 003; Cheng Xu; Chao Li 009; Jing Wang 055; Taolei Wang; Lu Zhang 049; Xiaofeng Hou; Minyi Guo (IEEE Trans. Computers, 2023)

FPGA sharing in the cloud: a comprehensive analysis. - Jinyang Guo; Lu Zhang 049; José Romero Hung; Chao Li 009; Jieru Zhao; Minyi Guo (Frontiers Comput. Sci., 2023)

Amanda: Unified Instrumentation Framework for Deep Neural Networks. - Yue Guan 003; Yuxian Qiu; Jingwen Leng; Fan Yang 024; Shuo Yu 006; Yunxin Liu 001; Yu Feng 007; Yuhao Zhu 001; Lidong Zhou; Yun Liang 001; Chen Zhang 001; Chao Li 009; et al. (ASPLOS (1), 2024)

Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning. - Yue Guan 003; Changming Yu; Yangjie Zhou 001; Jingwen Leng; Chao Li 009; Minyi Guo (ASPLOS (3), 2024)

JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. - Zihan Liu 002; Wentao Ni; Jingwen Leng; Yu Feng 007; Cong Guo 003; Quan Chen 002; Chao Li 009; Minyi Guo; Yuhao Zhu 001 (ASPLOS (2), 2024)

FaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing. - Yushi Liu 003; Shixuan Sun; Zijun Li 001; Quan Chen 002; Sen Gao; Bingsheng He; Chao Li 009; Minyi Guo (ASPLOS (2), 2024)

Sub-model Parallelism: A Scale-out Deployment Method for Large Multi-modal DNNs. - Tianhao Huang; Lingyu Sun; Xiaofeng Hou; Xiaozhi Zhu; Xinfeng Xia; Yutong Wang; Mingxi Chen; Chao Li 009 (CCGrid, 2024)

Improving the Efficiency of Serverless Computing via Core-Level Power Management. - Du Liu; Jing Wang 055; Xinkai Wang 003; Chao Li 009; Lu Zhang 049; Xiaofeng Hou; Xiaoxiang Shi; Minyi Guo (CCGrid, 2024)

LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters. - Jiacheng Liu 001; Peng Tang; Xiaofeng Hou; Chao Li 009; Pheng-Ann Heng (EMNLP (Findings), 2024)

SHEEO: Continuous Energy Efficiency Optimization in Autonomous Embedded Systems. - Xinkai Wang 003; Chao Li 009; Lingyu Sun; Qizheng Lyu; Xiaofeng Hou; Jingwen Leng; Minyi Guo (ICCD, 2024)

AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs. - Mingzhe Gao; Jieru Zhao; Zhe Lin 007; Wenchao Ding 001; Xiaofeng Hou; Yu Feng 007; Chao Li 009; Minyi Guo (ICCD, 2024)

M2SN: Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-Aware Applications. - Yifei Pu; Chi Wang; Xiaofeng Hou; Cheng Xu; Jiacheng Liu 001; Jing Wang 055; Minyi Guo; Chao Li 009 (ICME, 2024)

CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform. - Taolei Wang; Chao Li 009; Jing Wang 055; Cheng Xu; Xiaofeng Hou; Minyi Guo (IPDPS, 2024)

A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. - Xiaofeng Hou; Tongqiao Xu; Chao Li 009; Cheng Xu; Jiacheng Liu 001; Yang Hu 001; Jieru Zhao; Jingwen Leng; Kwang-Ting Cheng; Minyi Guo (ISCA, 2024)

Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture. - Zhiheng Yue; Huizheng Wang; Jiahao Fang; Jinyi Deng; Guangyang Lu; Fengbin Tu; Ruiqi Guo; Yuxuan Li; Yubin Qin; Yang Wang 089; Chao Li 009; Huiming Han; et al. (ISCA, 2024)

CPM: A Cross-layer Power Management Facility to Enable QoS-Aware AIoT Systems. - Xiaofeng Hou; Peng Tang; Tongqiao Xu; Cheng Xu; Chao Li 009; Minyi Guo (IWQoS, 2024)

SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling. - Huizheng Wang; Jiahao Fang; Xinru Tang; Zhiheng Yue; Jinxi Li; Yubin Qin; Sihan Guan; Qinze Yang; Yang Wang 089; Chao Li 009; Yang Hu 001; Shouyi Yin (MICRO, 2024)

Jigsaw: Taming BEV-centric Perception on Dual-SoC for Autonomous Driving. - Lingyu Sun; Chao Li 009; Xiaofeng Hou; Tianhao Huang; Cheng Xu; Xinkai Wang 003; Guangjun Bao; Bingchuan Sun; Shibo Rui; Minyi Guo (RTSS, 2024)

Boosting Data Center Performance via Intelligently Managed Multi-backend Disaggregated Memory. - Jing Wang 055; Hanzhang Yang; Chao Li 009; Yiming Zhuansun; Wang Yuan; Cheng Xu; Xiaofeng Hou; Minyi Guo; Yang Hu 001; Yaqian Zhao (SC, 2024)

Towards Fast Setup and High Throughput of GPU Serverless Computing. - Han Zhao 005; Weihao Cui; Quan Chen 002; Shulai Zhang; Zijun Li 001; Jingwen Leng; Chao Li 009; Deze Zeng; Minyi Guo (CoRR, 2024)

Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture. - Jinyi Deng; Xinru Tang; Zhiheng Yue; Guangyang Lu; Qize Yang; Jiahao Zhang; Jinxi Li; Chao Li 009; Shaojun Wei; Yang Hu 001; Shouyi Yin (CoRR, 2024)

SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling. - Huizheng Wang; Jiahao Fang; Xinru Tang; Zhiheng Yue; Jinxi Li; Yubin Qin; Sihan Guan; Qize Yang; Yang Wang 089; Chao Li 009; Yang Hu 001; Shouyi Yin (CoRR, 2024)

HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference. - Peng Tang; Jiacheng Liu 001; Xiaofeng Hou; Yifei Pu; Jing Wang 055; Pheng-Ann Heng; Chao Li 009; Minyi Guo (CoRR, 2024)

A Survey on Inference Optimization Techniques for Mixture of Experts Models. - Jiacheng Liu 001; Peng Tang; Wenfeng Wang; Yuhang Ren; Xiaofeng Hou; Pheng-Ann Heng; Minyi Guo; Chao Li 009 (CoRR, 2024)

Weighted doubly robust learning: An uplift modeling technique for estimating mixed treatments' effect. - Baoqiang Zhan; Chao Li 009; Yongli Li 002; Chong Wu (Decis. Support Syst., 2024)

FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. - Junyi Mei; Shixuan Sun; Chao Li 009; Cheng Xu; Cheng Chen 008; Yibo Liu; Jing Wang 055; Cheng Zhao 001; Xiaofeng Hou; Minyi Guo; Bingsheng He; Xiaoliang Cong (Proc. VLDB Endow., 2024)

Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets. - Liang Zhang 027; Wenli Zheng; Kuangyu Zheng; Hongzi Zhu; Chao Li 009; Minyi Guo (IEEE Trans. Parallel Distributed Syst., 2024)

WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices. - Xiaofeng Hou; Xuehan Tang; Jiacheng Liu 001; Chao Li 009; Luhong Liang; Kwang-Ting Cheng (IEEE Trans. Parallel Distributed Syst., 2024)

A2: Towards Accelerator Level Parallelism for Autonomous Micromobility Systems. - Lingyu Sun; Xiaofeng Hou; Chao Li 009; Jiacheng Liu 001; Xinkai Wang 003; Quan Chen 002; Minyi Guo (ACM Trans. Archit. Code Optim., 2024)

EXIST: Enabling Extremely Efficient Intra-Service Tracing Observability in Datacenters. - Xinkai Wang 003; Xiaofeng Hou; Chao Li 009; Yuancheng Li; Du Liu; Guoyao Xu; Guodong Yang; Liping Zhang; Yuemin Wu; Xiaopeng Yuan; Quan Chen 002; Minyi Guo (ASPLOS (2), 2025)

WSC-LLM: Efficient LLM Service and Architecture Co-exploration for Wafer-scale Chips. - Zheng Xu; Dehao Kong; Jiaxin Liu; Jinxi Li; Jingxiang Hou; Xu Dai; Chao Li 009; Shaojun Wei; Yang Hu 001; Shouyi Yin (ISCA, 2025)

PD Constraint-aware Physical/Logical Topology Co-Design for Network on Wafer. - Qize Yang; Taiquan Wei; Sihan Guan; Chengran Li; Haoran Shang; Jinyi Deng; Huizheng Wang; Chao Li 009; Lei Wang; Yan Zhang; Shouyi Yin; Yang Hu 001 (ISCA, 2025)

Cramming a Data Center into One Cabinet, a Co-Exploration of Computing and Hardware Architecture of Waferscale Chip. - Xingmao Yu; Dingcheng Jiang; Jinyi Deng; Jingyao Liu; Chao Li 009; Shouyi Yin; Yang Hu 001 (ISCA, 2025)

GES: High-Performance Graph Processing Engine and Service in Huawei. - Sen Gao; Jianwen Zhao; Hao Zhang 098; Shixuan Sun; Chen Liang; Gongye Chen; Wenliang Zhang; Bo Ren; Chao Liu 037; Chenyi Zhang 002; Quan Chen 002; Chao Li 009; et al. (SIGMOD Conference Companion, 2025)

SpaceExit: Enabling Efficient Adaptive Computing in Space with Early Exits. - Jiacheng Liu 001; Xiaozhi Zhu; Tongqiao Xu; Xiaofeng Hou; Chao Li 009 (USENIX ATC, 2025)

Power synchronization: taming massive diversified serverless functions under power constraints. - Du Liu; Lu Zhang 049; Yechen Xu; Xinkai Wang 003; Lingyu Sun; Yifei Pu; Xiaofeng Hou; Chao Li 009; Minyi Guo (Sci. China Inf. Sci., 2025)

MMBypass: Towards efficient multi-modal AI computing with adaptive bypass network. - Yifei Pu; Xinfeng Xia; Xiaofeng Hou; Chi Wang; Cheng Xu; Jiacheng Liu 001; Jing Wang 055; Minyi Guo; Jingling Yuan; Chao Li 009 (J. Parallel Distributed Comput., 2025)

Improving Efficiency in Multi-Modal Autonomous Embedded Systems Through Adaptive Gating. - Xiaofeng Hou; Cheng Xu; Chao Li 009; Jiacheng Liu 001; Xuehan Tang; Kwang-Ting Cheng; Minyi Guo (IEEE Trans. Computers, 2025)

Survey of Disaggregated Memory: Cross-layer Technique Insights for Next-Generation Datacenters. - Jing Wang 055; Chao Li 009; Taolei Wang; Jinyang Guo; Hanzhang Yang; Yiming Zhuansun; Minyi Guo (CoRR, 2025)

Enhancing High-Throughput GPU Random Walks Through Multi-Task Concurrency Orchestration. - Cheng Xu; Chao Li 009; Xiaofeng Hou; Junyi Mei; Jing Wang 055; Pengyu Wang 003; Shixuan Sun; Minyi Guo; Baoping Hao (ACM Trans. Archit. Code Optim., 2025)

FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability. - Xiaoqing Cai; Han Zhao 005; Xiaofeng Hou; Weihao Cui; Quan Chen 002; Chao Li 009; Minyi Guo (Frontiers Comput. Sci., 2025)