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Xiaofeng Hou
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2020 – today
- 2025
- [j11]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) - 2024
- [j10]Jiacheng Liu
, Feilong Tang
Practical Network Modeling Using Weak Supervision Signals for Human-Centric Networking in Metaverse. IEEE J. Sel. Areas Commun. 42(3): 680-693 (2024) - [j9]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): 1788-1801 (2024) - [j8]Xiaofeng Hou
WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices. IEEE Trans. Parallel Distributed Syst. 35(8): 1400-1414 (2024) - [c25]Du Liu, Jing Wang, Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Xiaoxiang Shi, Minyi Guo:
Improving the Efficiency of Serverless Computing via Core-Level Power Management. CCGrid 2024: 125-135 - [c24]Tianhao Huang, Lingyu Sun, Xiaofeng Hou, Xiaozhi Zhu, Xinfeng Xia, Yutong Wang, Mingxi Chen, Chao Li:
Sub-model Parallelism: A Scale-out Deployment Method for Large Multi-modal DNNs. CCGrid 2024: 651-657 - [c23]Jiacheng Liu, Peng Tang, Xiaofeng Hou, Chao Li, Pheng-Ann Heng:
LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters. EMNLP (Findings) 2024: 9211-9225 - [c22]Hao Liu, Jiacheng Liu
Graph Contrastive Learning for Truth Inference. ICDE 2024: 263-275 - [c21]Yifei Pu, Chi Wang, Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Jing Wang, Minyi Guo, Chao Li:
M2SN: Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-Aware Applications. ICME 2024: 1-6 - [c20]Taolei Wang, Chao Li, Jing Wang, Cheng Xu, Xiaofeng Hou, Minyi Guo:
CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform. IPDPS 2024: 289-299 - [c19]Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu
A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. ISCA 2024: 167-181 - [c18]Xiaofeng Hou, Peng Tang, Tongqiao Xu, Cheng Xu, Chao Li, Minyi Guo:
CPM: A Cross-layer Power Management Facility to Enable QoS-Aware AIoT Systems. IWQoS 2024: 1-10 - [i7]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 abs/2404.08364 (2024) - [i6]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 abs/2407.18333 (2024) - [i5]Yu Feng, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Han Zhao, Xiaofeng Hou, Jieru Zhao, Yuhao Zhu:
Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. CoRR abs/2408.06608 (2024) - [i4]Peng Tang, Jiacheng Liu, Xiaofeng Hou, Yifei Pu, Jing Wang, Pheng-Ann Heng, Chao Li, Minyi Guo:
HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference. CoRR abs/2411.01433 (2024) - 2023
- [j7]Ping Hong, Xiaofeng Hou:
A new blowup criterion for strong solutions of the three-dimensional isentropic compressible micropolar fluid. Appl. Math. Lett. 139: 108544 (2023) - [j6]Pengyu Wang
Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. IEEE Trans. Computers 72(9): 2508-2521 (2023) - [c17]Xinkai Wang
Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. SoCC 2023: 109-124 - [c16]Jiacheng Liu
Label Aggregation with Self-Supervision Enhanced Graph Transformer. ECAI 2023: 1513-1520 - [c15]Xiaofeng Hou
MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits. Euro-Par 2023: 426-440 - [c14]Cheng Xu, Xiaofeng Hou, Jiacheng Liu
MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. IISWC 2023: 154-166 - [c13]Xiaofeng Hou
Architecting Efficient Multi-modal AIoT Systems. ISCA 2023: 31:1-31:13 - [c12]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: 432-434 - [c11]Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu
SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing. RTSS 2023: 291-303 - 2022
- [j5]Xiaofeng Hou, Cheng Xu
Characterizing and Understanding End-to-End Multi-Modal Neural Networks on GPUs. IEEE Comput. Archit. Lett. 21(2): 125-128 (2022) - [j4]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): 166106 (2022) - [j3]Lu Zhang
Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. IEEE Trans. Computers 71(10): 2698-2704 (2022) - [j2]Xiaofeng Hou, Chao Li
Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers. IEEE Trans. Cloud Comput. 10(3): 1875-1887 (2022) - [c10]Xinkai Wang
Exploring Efficient Microservice Level Parallelism. IPDPS 2022: 223-233 - [c9]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: 120-126 - [i3]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 abs/2212.01241 (2022) - 2021
- [c8]Xiaofeng Hou, Chao Li, Jiacheng Liu
AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. IPDPS 2021: 797-806 - [i2]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 abs/2106.01355 (2021) - [i1]Liang Xu, Jiacheng Liu, Xiang Pan, Xiaojing Lu, Xiaofeng Hou:
DataCLUE: A Benchmark Suite for Data-centric NLP. CoRR abs/2111.08647 (2021) - 2020
- [c7]Jiacheng Liu
Fine-Grained Machine Teaching with Attention Modeling. AAAI 2020: 2585-2592 - [c6]Heng Jiang, Di-zhao Pan, Xiaofeng Hou, Yujia Tang, Ligang Chen, Guoli Ma:
Design of Unmanned Aerial Vehicle Automatic Endurance System. ADHIP (1) 2020: 3-10 - [c5]Xiaofeng Hou, Chao Li, Jiacheng Liu
ANT-man: towards agile power management in the microservice era. SC 2020: 78
2010 – 2019
- 2019
- [c4]Xiaofeng Hou, Jiacheng Liu
Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era. ICPP 2019: 10:1-10:10 - [c3]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: 13:1-13:10 - 2018
- [c2]Xiaofeng Hou, Luoyao Hao
Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It. ICCD 2018: 26-34 - 2017
- [j1]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): 2409-2441 (2017) - 2016
- [c1]Chao Li, Zhenhua Wang, Xiaofeng Hou, Haopeng Chen, Xiaoyao Liang, Minyi Guo:
Power Attack Defense: Securing Battery-Backed Data Centers. ISCA 2016: 493-505
Coauthor Index
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