Yang Bin
School
College of Intelligence and Computing
Professional Title
Associate professor
Administrative Appointments
Associate Research Fellow
Discipline
Computer Science and Technology
Contact Information
yangbincic@tju.edu.cn
School of Intelligent and Computational Sciences, Tianjin University
Brief Introduction
Recipient of the HW Outstanding Young Scholar Award and the ACM SIGHPC China Outstanding Doctoral Thesis Award; selected for the CCF Storage Technical Committee’s Outstanding Doctoral Thesis Incentive Programme.
I have published over 20 papers in top-tier international and domestic conferences and journals related to high-performance
computing and architecture, including NSDI, FAST, SC, PPoPP, ATC, TOS, and IPDPS. I have led projects such as the China
Postdoctoral Science Foundation General Programme, the National Natural Science Foundation of China Young Scientist Fund
(Category C), a sub-project under the National Key R&D Programme, and a Huawei Large-Scale Project, and have participated
as a core member in several National Key R&D Programmes.
Research Interests: High-Performance Computing, Storage Systems, Large Model Inference Optimisation, AI4Science (Astronomy, Earth System).
If you have an interesting research direction or are interested in my research areas, please feel free to contact me via email to discuss opportunities
for collaboration and joint research.
Education Background
- Doctoral degree| Shandong University| Software Engineering| 2022
- Master’s Degree| Shandong University| Computer Technology| 2018
- Bachelor’s Degree| Shandong University| Computer Science and Technology| 2015
Research Interests
- High-performance computing, storage systems, large-scale model inference optimization, AI4Science (astronomy, Earth systems)
Professional Membership
- Executive Committee Member, CCF High-Performance Computing Specialised Committee
- Executive Committee Member, CCF Specialised Committee on Information Storage Technology
Positions & Employments
-
2022.7-2024.6
Computer Science and Technology | Tsinghua University | Assistant Researcher
Academic Achievements
- Papers
- [1] Ronghuai Chen, Ce Yu, Hao Fu, Xiaoteng Hu, Bin Yang; MixLoRA: An Efficient Multi-Tenant Framework for Concurrently Serving Diverse LoRA Models in Large Language Models (ICPP 2025, CCF-B)
- [2] Yujian Wu, Shanjiang Tang, Ce Yu, Bin Yang, Chao Sun, Jian Xiao, Hutong Wu, Jinghua Feng; Task Scheduling in Geo-Distributed Computing: A Survey（TPDS 2025, CCF-A）
-
- [3] Xiaohui Duan, Yi Zhang, Kai Xu, Haohuan Fu, Bin Yang, Yiming Wang, Yilun Han, Siyuan Chen, Zhuangzhuang Zhou, Chenyu Wang, Dongqiang Huang, Huihai An, Xiting Ju, Haopeng Huang, Zhuang Liu, Wei Xue, Weiguo Liu, Bowen Yan, Jianye Hou, Maoxue Yu, Wenguang Chen, Jian Li, Zhao Jing, Hailong Liu, Lixin Wu, An AI-Enhanced 1km-Resolution Seamless Global Weather and Climate Model to Achieve Year-Scale Simulation Speed using 34 Million Cores (PPoPP 2025， CCF-A)
- [4] Bin Yang, Hao Wei, Wenhao Zhu, Yuhao Zhang, Weigu Liu, and Wei Xue; Full Lifecycle Data Analysis on a Large-scale and Leadership Supercomputer: What Can We Learn from It? USENIX ATC 2024, CCF-A
- [5] Bin Yang, Wei Xue, Tianyu Zhang, Xiaosong Ma, Xiyang Wang and Weiguo Liu; End-to-end I/O Monitoring on Leading Supercomputers, ACM TOS 2023, CCF-A
- [6] Xiaobin He, Bin Yang (Co first author) , Jie Gao, Wei Xiao, Qi Chen, Shupeng Shi, Dexun Chen, Weiguo Liu, Wei Xue, Zuo-ning Chen; HadaFS: A File System Bridging the Local and Shared Burst Buffer for Exascale Supercomputers, FAST 2023, CCF-A
- [7] Bin Yang, Yanliang Zou, Weiguo Liu and Xue wei; An End-to-end and Adaptive I/O Optimization Tool for Modern HPC Storage Systems, IPDPS 2022, CCF-B
- [8] Bin Yang, Xu Ji, Xiaosong Ma, Xiyang Wang, Tianyu Zhang, Xiupeng Zhu, Nosayba El-Sayed, Haidong Lan, Yibo Yang, Jidong Zhai, Weiguo Liu and Wei Xue; End-to-end I/O Monitoring on a Leading Supercomputer, NSDI 2019, CCF-A
- [9] Xu Ji, Bin Yang,Tianyu Zhang, Xiaosong Ma, Xiupeng Zhu, Xiyang Wang, Nosayba EI-Sayed, Jidong Zhai, Weiguo Liu and Wei Xue; Automatic, Application-Aware I/O Forwarding Resource Allocation for High-end System, FAST 2019, CCF-A
- [10] Yiyuan Li, Xiting Ju, Yi Xiao, Qilong Jia, Yongxiao Zhou, Simeng Qian, Rongfen Lin, Bin Yang, Shupeng Shi, Xin Liu, Jie Gao, Zhen Wang, Sha Liu, Jian Tan, Xuan Wang, Zhengding Hu, Limin Yan, and Wei Xue; Rapid Simulations of Atmospheric Data Assimilation of Hourly-Scale Phenomena with Modern Neural Networks, SC 2023, CCF-A
- [11] Qi Chen, Kang Chen, Zuo-Ning Chen, Wei Xue, Xu Ji, and Bin Yang; Lesons learned from optimizing the Sunway storage system for higher application I/O performance, JCST 2020, CCF-B
- [12] Xiaobin He, Wei Xiao, Xun Deng, Qi Chen, Bin Yang, Zuoning Chen; DFBuffer: High-performance data forwarding software optimized for single-process IO scenarios, ICPADS 2023,CCF-C
- [13] Xiting Ju, Yiyuan Li, Yi Xiao, Qilong Jia, Yongxiao Zhou, Simeng Qian, Rongfen Lin,Bin Yang, Shupeng Shi, Xin Liu, Jie Gao, Zhen Wang, Sha Liu, Jian Tan, Xuan Wang, Zhengding Hu, Limin Yan, and Wei Xue; High-Performance Cross-Platform DNN-Enabled Atmospheric Data Assimilation System, CCF HPC China 2023, Best Paper
- [14] Xiaohui Duan, Yuxuan Li, Zhao Liu,Bin Yang et. al;Achieving Kilometer-Level Coupled Modeling on a 40-Million-Core Sunway Supercomputer: A Three-Week Porting Experiment, CCF HPC China 2023, Best Paper
- [15] Wenhao Zhu, Hao Wei, Bin Yang, Weiguo Liu, Wei Xue; Research and Application of I/O Burst Detection Algorithm for Large-scale Computing Systems, CCF HPC China 2023
- [16] 杨斌， 王敬宇， 刘世超， 邵明山， 肖伟， 陈起， 何晓斌， 刘卫国， 薛巍；Beacon+ :面向E级超级计算机的轻量级 端到端I/O 性能监控与分析诊断系统，Computer Engineering & Science/Jisuanji Gongcheng yu Kexue 44 (9) 2022， CCF-T3
- [17] 杨斌， 王敬宇， 刘卫国， 蔡蕙伊， 于翡， 邓莲堂， 黄丽萍；GRAPES 区域模式的输入输出分析和优化，电子技术应用 2022，北大核心
- [18] 刘世超， 杨斌， 刘卫国；高性能高可用Redis客户端的设计与实现，电子技术应用 2022，北大核心
- [19] Bin Yang, Shichao Liu, Mingshan Shao, Yanliang Zou, Shengyi Gao, Wei Xiao, Qi Chen, Xiaobin He, Weiguo Liu and Wei Xue; Beacon Plus: A Scalable Lightweight End-to-end I/O Performance Monitoring, Analysis and Diagnosis System for Exascale Supercomputer, CCF HPC China 2021
- [20] Yibo Yang, Xiyang Wang, Bin Yang, Weiguo Liu, and Wei Xue; I/O Trace Tool for HPC applications over Sunway TaihuLight Supercomputer, CCF HPC China 2016,Best Paper
Team
High-Performance Computing and Architecture
Our team specialises in high-performance computing and architecture, comprising several senior experts and lecturers. Our research covers a wide range of areas, and we welcome new members to join us.
https://tj.teacher.360eol.com/teacherBasic/preview?teacherId=2924
https://tj.teacher.360eol.com/teacherBasic/preview?teacherId=2924
- Honors & Awards
- [1] 2025 Challenge Cup – China Youth Science and Technology Innovation ‘Challenge-Based’ Competition, First Prize (Supervisor)
- [2] 2024 National University Students’ Computer Systems Competency Competition – Intelligent Computing Innovation Design Competition (Xian Dao Cup): First Prize and Second Prize (Supervisor)