Bin Gao

Bin Gao

Puppy King.

About Me

I’m Bin Gao (高彬) from China. I’m a final year PhD Student of School of Computing (SoC) in National University of Singapore (NUS). I’m working with Prof. Weng-Fai Wong. Before this, I received my bachelor degree and master degree from Huazhong University of Science and Technology (HUST), China in 2017 and 2020, respectively, where I worked with Prof. Fangming Liu.

I am actively looking for visiting scholar opportunities beginning in late-2024, as well as postdoctoral positions starting in mid-2025. Please feel free to reach out to me!

Research Interests

Computer Systems; Computer Architecture; LLM Systems; Edge Computing; Geo-distributed Data Analysis

Publications

(* indicates the corresponding author)

Conferences

  1. Bin Gao, Zhehui Wang, Zhuomin He, Tao Luo, Weng-Fai Wong, Zhi Zhou, “IMI: In-memory Multi-job Inference Acceleration for Large Language Models”, in the Proceedings of International Conference on Parallel Processing (ICPP), Gotland, Sweden, 2024.
  2. Bin Gao, Zhuomin He, Puru Sharma, Qingxuan Kang, Djordje Jevdjic, Junbo Deng, Xingkun Yang, Zhou Yu, Pengfei Zuo, “Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention”, in the Proceedings of USENIX Annual Technical Conference (ATC), Santa Clara, CA, US, 2024.
  3. Bin Gao, Qingxuan Kang, Hao-Wei Tee, Kyle Timothy Ng Chu, Alireza Sanaee, Djordje Jevdjic, “Scalable and Effective Page-table and TLB management on NUMA Systems”, in the Proceedings of USENIX Annual Technical Conference (ATC), Santa Clara, CA, US, 2024.
  4. Puru Sharma, Gary Goh Yipeng, Bin Gao, Longshen Ou, Dehui Lin, Deepak Sharma, Djordje Jevdjic, “DNA Storage Toolkit: A Modular End-to-End DNA Data Storage Codec and Simulator”, in the Proceedings of IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Indianapolis, Indiana, 2024.
  5. Qingyuan Wang, Bin Gao*, Zhi Zhou, Fei Xu, Chenghao Ouyang, “DAG-Aware Optimization for Geo-Distributed Data Analytics ”, in the Proceedings of International Conference on Parallel Processing (ICPP), Salt Lake City, UTAH, USA, 2023.
  6. Guohao Ying, Xin He, Bin Gao, Bo Han, and Xiaowen Chu, “EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs”, in the Proceedings of European Conference on Computer Vision (ECCV), Tel Aviv, 2022
  7. Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu, “Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing”, in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Paris, France, 2019.

Journals

  1. Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu, Bo Li, “An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing”, IEEE Transaction on Mobile Computing, 2021.
  2. Kongyang Zhao, Bin Gao, Zhi Zhou, “Cost-Effective Task Scheduling for Effective Task Scheduling for Collaborative Cross Collaborative Cross-Edge Analytics”, ZTE Communications, 2021.

Workshops and Posters

  1. Yunkai Liang, Bin Gao, Pengfei Zuo, Zhi Zhou, Xu Chen, “PipeDecode: Efficient LLM Inference using Pipelines within Decoding”, in the Proceedings of USENIX Symposium on Operating Systems Design and Implementation (OSDI), Santa Clara, CA, US, 2024.
  2. Bin Gao, Hao-Wei Tee, Alireza Sanaee, Soh Boon Jun, Djordje Jevdjic, “OS-level Implications of Using DRAM Caches in Memory Disaggregation”, in the Proceedings of IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2022.
  3. Bin Gao, Hejing Li, Jialin Li, and Antoine Kaufmann, “Improving Disaggregated System Evaluation with Modular End-to-End Simulation”, in Workshop On Resource Disaggregation and Serverless Computing (WORDS), 2022.

Teaching

  1. NUS CS2106 Introduction to Operating System

Service

  1. SOSP 2021 Student Volunteer
  2. EuroSys 2022 AE Committee
  3. OSDI/ATC 2022 AE Committee
  4. Reviewer for IEEE Transaction on Mobile Computing.

Awards

  • USENIX ATC Student Grant, 2024.
  • Silver Prize, “Internet+” Innovation Entrepreneurship Competition, Ministry of Education of the People’s Republic of China, 2022. Click for news.
  • Excellent Graduate, Huazhong University of Science and Technology, 2020
  • National Scholarship, Ministry of Education of the People’s Republic of China, 2019
  • Merit Student, Huazhong University of Science and Technology, 2019
  • Huawei Scholarship, Huawei Technologies Co., Ltd., 2018
  • Excellent Student Cadre, Huazhong University of Science and Technology, 2018
  • First-class Academic Scholarship, Huazhong University of Science and Technology, 2017-2020
  • Excellent Graduate, Huazhong University of Science and Technology, 2017
  • National Encouragement Scholarship, Ministry of Education of the People’s Republic of China, 2016