Xiaofeng Hou

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 35

Top Topics

Electrical Energy

Power Management

Top Venues

IEEE Trans. Computers

Publications

Hao Liu, Jiacheng Liu, Feilong Tang, Peng Li, Long Chen, Jiadi Yu, Yanmin Zhu, Min Gao, Yanqin Yang, Xiaofeng Hou
Graph Contrastive Learning for Truth Inference. ICDE (2024)
Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-Ting Cheng, Minyi Guo
A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. ISCA (2024)
Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. CoRR (2024)
Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. Proc. VLDB Endow. 17 (8) (2024)
Jiacheng Liu, Feilong Tang, Zhijian Zheng, Hao Liu, Xiaofeng Hou, Long Chen, Ming Gao, Jiadi Yu, Yanmin Zhu
Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse. IEEE J. Sel. Areas Commun. 42 (3) (2024)
Xiaofeng Hou, Xuehan Tang, Jiacheng Liu, Chao Li, Luhong Liang, Kwang-Ting Cheng
WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices. IEEE Trans. Parallel Distributed Syst. 35 (8) (2024)
Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs. CoRR (2024)
Taolei Wang, Chao Li, Jing Wang, Cheng Xu, Xiaofeng Hou, Minyi Guo
CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform. IPDPS (2024)
Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Kwang-Ting Cheng, Li Li, Minyi Guo
MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits. Euro-Par (2023)
Cheng Xu, Chao Li, Pengyu Wang, Xiaofeng Hou, Jing Wang, Shixuan Sun, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu
High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing. PPoPP (2023)
Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Jia Chen, Luhong Liang, Kwang-Ting Cheng, Minyi Guo
Architecting Efficient Multi-modal AIoT Systems. ISCA (2023)
Jiacheng Liu, Feilong Tang, Xiaofeng Hou
Label Aggregation with Self-Supervision Enhanced Graph Transformer. ECAI (2023)
Ping Hong, Xiaofeng Hou
A new blowup criterion for strong solutions of the three-dimensional isentropic compressible micropolar fluid. Appl. Math. Lett. 139 (2023)
Cheng Xu, Xiaofeng Hou, Jiacheng Liu, Chao Li, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo
MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. IISWC (2023)
Xinkai Wang, Hao He, Yuancheng Li, Chao Li, Xiaofeng Hou, Jing Wang, Quan Chen, Jingwen Leng, Minyi Guo, Leibo Wang
Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. SoCC (2023)
Pengyu Wang, Cheng Xu, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Xiaofeng Hou, Minyi Guo
Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. IEEE Trans. Computers 72 (9) (2023)
Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu, Cheng Xu, Kwang-Ting Cheng, Minyi Guo
SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing. RTSS (2023)
Xiaofeng Hou, Chao Li, Jinghang Yang, Wenli Zheng, Xiaoyao Liang, Minyi Guo
Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers. IEEE Trans. Cloud Comput. 10 (3) (2022)
Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, Minyi Guo
Exploring Efficient Microservice Level Parallelism. IPDPS (2022)
Lu Zhang, Yifei Pu, Cheng Xu, Du Liu, Zeyi Lin, Xiaofeng Hou, Pu Yang, Shang Yue, Chao Li, Minyi Guo
Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment. NPC (2022)
Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Xuehan Tang, Linyu Sun, Chao Li, Kwang-Ting Cheng
Analyzing the Hardware-Software Implications of Multi-modal DNN Workloads using MMBench. CoRR (2022)
Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Xuehan Tang, Lingyu Sun, Chao Li, Kwang-Ting Cheng
Characterizing and Understanding End-to-End Multi-Modal Neural Networks on GPUs. IEEE Comput. Archit. Lett. 21 (2) (2022)
Lu Zhang, Weiqi Feng, Chao Li, Xiaofeng Hou, Pengyu Wang, Jing Wang, Minyi Guo
Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. IEEE Trans. Computers 71 (10) (2022)
Rong Zeng, Xiaofeng Hou, Lu Zhang, Chao Li, Wenli Zheng, Minyi Guo
Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities. Frontiers Comput. Sci. 16 (6) (2022)
Zhuo He, Xinwei Zhang, Chen Zhao, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Jiangang Zou, Weihua Zhou
A method using deep learning to discover new predictors of CRT response from mechanical dyssynchrony on gated SPECT MPI. CoRR (2021)
Liang Xu, Jiacheng Liu, Xiang Pan, Xiaojing Lu, Xiaofeng Hou
DataCLUE: A Benchmark Suite for Data-centric NLP. CoRR (2021)
Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Shaolei Ren, Jingwen Leng, Quan Chen, Minyi Guo
AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. IPDPS (2021)
Jiacheng Liu, Xiaofeng Hou, Feilong Tang
Fine-Grained Machine Teaching with Attention Modeling. AAAI (2020)
Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Yang Hu, Minyi Guo
ANT-man: towards agile power management in the microservice era. SC (2020)
Heng Jiang, Di-zhao Pan, Xiaofeng Hou, Yujia Tang, Ligang Chen, Guoli Ma
Design of Unmanned Aerial Vehicle Automatic Endurance System. ADHIP (1) (2020)
Xiaofeng Hou, Jiacheng Liu, Chao Li, Minyi Guo
Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era. ICPP (2019)
Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo
When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management. ICPP (2019)
Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, Minyi Guo
Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It. ICCD (2018)
Guangyi Hong, Xiaofeng Hou, Hongyun Peng, Changjiang Zhu
Global Existence for a Class of Large Solutions to Three-Dimensional Compressible Magnetohydrodynamic Equations with Vacuum. SIAM J. Math. Anal. 49 (4) (2017)
Chao Li, Zhenhua Wang, Xiaofeng Hou, Haopeng Chen, Xiaoyao Liang, Minyi Guo
Power Attack Defense: Securing Battery-Backed Data Centers. ISCA (2016)