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

Global Existence for a Class of Large Solutions to Three-Dimensional Compressible Magnetohydrodynamic Equations with Vacuum. - Guangyi Hong; Xiaofeng Hou; Hongyun Peng; Changjiang Zhu (SIAM J. Math. Anal., 2017)

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)

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)

Fine-Grained Machine Teaching with Attention Modeling. - Jiacheng Liu 001; Xiaofeng Hou; Feilong Tang (AAAI, 2020)

Design of Unmanned Aerial Vehicle Automatic Endurance System. - Heng Jiang; Di-zhao Pan; Xiaofeng Hou; Yujia Tang; Ligang Chen; Guoli Ma (ADHIP (1), 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)

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)

A method using deep learning to discover new predictors of CRT response from mechanical dyssynchrony on gated SPECT MPI. - Zhuo He; Xinwei Zhang; Chen Zhao; Zhiyong Qian; Yao Wang; Xiaofeng Hou; Jiangang Zou; Weihua Zhou (CoRR, 2021)

DataCLUE: A Benchmark Suite for Data-centric NLP. - Liang Xu 011; Jiacheng Liu 001; Xiang Pan 001; Xiaojing Lu; Xiaofeng Hou (CoRR, 2021)

Exploring Efficient Microservice Level Parallelism. - Xinkai Wang 003; Chao Li 009; Lu Zhang 049; Xiaofeng Hou; Quan Chen 002; 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)

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)

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)

Label Aggregation with Self-Supervision Enhanced Graph Transformer. - Jiacheng Liu 001; Feilong Tang; Xiaofeng Hou (ECAI, 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)

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)

A new blowup criterion for strong solutions of the three-dimensional isentropic compressible micropolar fluid. - Ping Hong; Xiaofeng Hou (Appl. Math. Lett., 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)

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)

Graph Contrastive Learning for Truth Inference. - Hao Liu 085; Jiacheng Liu 001; Feilong Tang; Peng Li 017; Long Chen 025; Jiadi Yu; Yanmin Zhu 006; Min Gao; Yanqin Yang; Xiaofeng Hou (ICDE, 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)

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)

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)

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)

Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse. - Jiacheng Liu 001; Feilong Tang; Zhijian Zheng; Hao Liu 085; Xiaofeng Hou; Long Chen 025; Ming Gao 001; Jiadi Yu; Yanmin Zhu 006 (IEEE J. Sel. Areas Commun., 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)

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)

Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. - Yu Feng 007; Weikai Lin; Zihan Liu 002; Jingwen Leng; Minyi Guo; Han Zhao 005; Xiaofeng Hou; Jieru Zhao; Yuhao Zhu 001 (ACM Trans. Archit. Code Optim., 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)

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)

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)