Haojun Xia

According to our database, Haojun Xia authored at least 19 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design.

Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song

CoRR, 2024

Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs.

Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures.

Donglin Zhuang, Zhen Zheng, Haojun Xia, Xiafei Qiu, Junjie Bai, Wei Lin, Shuaiwen Leon Song

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

EI-XIDS: An explainable intrusion detection system based on integration framework.

Yang Xu, Chen Li, Kun Zhang, Haojun Xia, Bibo Tu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Continuous Authentication Technology Based on Device Driver Behavior.

Haojun Xia, Hongwei Liu, Da Zhang, Haohao Liu, Xiaotong Wang, Bibo Tu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

An Efficient Caching Mechanism for End-host Network Functions.

Yu Tian, Haojun Xia, Chen Li, Bibo Tu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Desktop Virtualization Optimization Methods Based on IDV Architecture.

Shuang Liang, Haojun Xia, Chen Li, Bibo Tu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine.

Lei Gong, Chao Wang, Haojun Xia, Xianglan Chen, Xi Li, Xuehai Zhou

IEEE Trans. Computers, April, 2023

Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity.

Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song

Proc. VLDB Endow., 2023

ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks.

Xiaoxia Wu, Haojun Xia, Stephen Youn, Zhen Zheng, Shiyang Chen, Arash Bakhtiari, Michael Wyatt, Reza Yazdani Aminabadi, Yuxiong He, Olatunji Ruwase, Leon Song, Zhewei Yao

CoRR, 2023

Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity.

Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song

CoRR, 2023

2022

A Secure and Efficient USB-based In-band Communication Interface between Host and BMC.

Hongwei Liu, Haojun Xia, Bibo Tu, Da Zhang, Xiaotong Wang

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Secure and Efficient BMC-Based Centralized Management Method for Large-Scale Data Centers.

Hongwei Liu, Haojun Xia, Bibo Tu

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Evaluation and Optimization on Virtualization Performance Cost under Semantic Gap.

Qi Wang, Haojun Xia, Kun Zhang, Bibo Tu

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021

Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving.

Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, Xin Fu

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

AddrArmor: An Address-based Runtime Code-reuse Attack Mitigation for Shared Objects at the Binary-level.

Kunli Lin, Haojun Xia, Kun Zhang, Bibo Tu

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

η-LSTM: Co-Designing Highly-Efficient Large LSTM Training via Exploiting Memory-Saving and Architectural Design Opportunities.

Xingyao Zhang, Haojun Xia, Donglin Zhuang, Hao Sun, Xin Fu, Michael B. Taylor, Shuaiwen Leon Song

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

HyperKRP: A Kernel Runtime Security Architecture with A Tiny Hypervisor on Commodity Hardware.

Kunli Lin, Wenqing Liu, Kun Zhang, Haojun Xia, Bibo Tu

Proceedings of the IEEE Global Communications Conference, 2021

LAP: A Lightweight Automata Processor for Pattern Matching Tasks.

Haojun Xia, Lei Gong, Chao Wang, Xianglan Chen, Xuehai Zhou

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021