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 deep learning and graph processing.Here is my CV.
Publications
- NDPBridge: Enabling Cross-Bank Coordination in Near-DRAM-Bank Processing Architectures
Boyu Tian, Yiwei Li, Li Jiang, Shuangyu Cai, Mingyu Gao
ISCA 2024 (To Appear) - ABNDP: Co-optimizing Data Access and Load Balance in Near-Data Processing
Boyu Tian, Qihang Chen, Mingyu Gao
ASPLOS 2023 PDF/Talk - PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware Shuangyu Cai, Boyu Tian, Mingyu Gao
SIGMOD 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 University
Ph.D. student in IIIS, advised by Prof. Mingyu Gao. Sep 2020 - present. - Shanghai Jiao Tong University
B.Eng. in Computer Science at ACM Honors Class, Zhiyuan College, advised by Prof. Chao Li. Sep 2016 - Jun 2020.
Experiences
- Zhipu AI
Research intern, working on LLM inference acceleration. Mentor: Dr. Guanyu Feng. Mar 2024 - present. - Alibaba DAMO Academy
Research intern in Computing Technology Lab. Mentor: Dr. Dimin Niu. Jun 2023 - Jan 2024. - Huawei Hisilicon
Research intern in Turing Department. Mentor: Dr. Lin Li and Dr. Heng Liao. Oct 2019 - Dec 2019. - Duke University
Research intern, working with Prof. Yiran Chen. Jul 2019 - Sep 2019.
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.