Boyu Tian (田博宇)

I am a Ph.D. student in Institute for Interdisciplinary Information Science (IIIS) at Tsinghua University, advised by Prof. Mingyu Gao. Before joining Tsinghua, I obtained a bachelor’s degree from the ACM Honors Class, Shanghai Jiao Tong University. My research interests mainly lie in efficient memory architectures and scalable data processing, with a focus on memory-centric designs like near-data processing, memory pooling, and memory disaggregation. Additionally, I explore memory system optimizations for key workloads like large language model inference and graph processing.Here is my CV/中文简历.

Publications

• NDPBridge: Enabling Cross-Bank Coordination in Near-DRAM-Bank Processing Architectures
  Boyu Tian, Yiwei Li, Li Jiang, Shuangyu Cai, Mingyu Gao
  ISCA 2024 PDF
• ABNDP: Co-optimizing Data Access and Load Balance in Near-Data Processing
  Boyu Tian, Qihang Chen, Mingyu Gao
  ASPLOS 2023 PDF/Talk
• Stream-Based Data Placement for Near-Data Processing with Extended Memory
  Yiwei Li, Boyu Tian, Yi Ren, Mingyu Gao
  MICRO 2024 (To Appear)
• PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware Shuangyu Cai, Boyu Tian, Mingyu Gao
  SIGMOD 2024 PDF
• Trimma: Trimming Metadata Storage and Latency for Hybrid Memory Systems
  Yiwei Li, Boyu Tian, Mingyu Gao
  PACT 2024 (To Appear)
• FINGERS: Exploiting Fine-Grained Parallelism in Graph Mining Accelerators
  Qihang Chen, Boyu Tian, Mingyu Gao
  ASPLOS 2022 PDF/Talk
• DHS: Adaptive Memory Layout Organization of Sketch Slots for Fast and Accurate Data Stream Processing
  Bohan Zhao, Xiang Li, Boyu Tian, Zhiyu Mei, Wenfei Wu
  KDD 2021 PDF

Education

• Tsinghua UniversitySep 2020 - present
  Ph.D. student in IIIS, advised by Prof. Mingyu Gao.

• Shanghai Jiao Tong UniversitySep 2016 - Jun 2020
  B.Eng. in Computer Science at ACM Honors Class, Zhiyuan College, advised by Prof. Chao Li.

Experiences

• Zhipu AIMar 2024 - Aug 2024
  Research intern in AI Academy. Mentor: Dr. Guanyu Feng.

• Alibaba DAMO AcademyJun 2023 - Jan 2024
  Research intern in Computing Technology Lab. Mentor: Dr. Dimin Niu.

• Huawei HisiliconOct 2019 - Dec 2019
  Research intern in Turing Department. Mentor: Dr. Lin Li and Dr. Heng Liao.

• Duke UniversityJul 2019 - Sep 2019
  Research intern, working with Prof. Yiran Chen.

Teaching

• Teaching Assistant 20470084 Computer Architecture - Spring 2021, Spring 2022.
• Teaching Assistant C++ Programming (A) - Fall 2017.

Honors and Awards

• Comprehensive Excellence Scholarship of Tsinghua University (清华大学综合优秀奖学金), 2021, 2022, 2023.
• ASPLOS 2023 Student Travel Award, 2023.
• Tang Lixin Scholarship (唐立新奖学金), 2018-2020.
• Outstanding Leader Scholarship of Zhiyuan College (致远杰出领袖奖学金), 2017.
• Zhiyuan Honorary Scholarship (致远荣誉奖学金), 2016-2019.

Miscellaneous

I enjoy playing basketball in my spare time. I was the basketball team captain of IIIS, ACM Class and Zhiyuan College.