CV
Education
- B.S. in Mechanical Engineering, Shanghai Ocean University, 2018
- M.S. in Computer Science, Australian National University, 2020
- Ph.D in Computational Science, Australian National University, 2024 (expected)
Research Experience
- PhD with primary supervisor Prof. Amanda Barnard — Design-driven Materials Intelligence
- Australian National University, Canberra
- Duties included: applying AI/ML to speed up the material discovery
- Research Assistant with supervisor Prof. Steve Blackburn — The Dacapo Bench
- Australian National University, Canberra
- Duties included: Building Dacapo Benchmark on the latest version of JDK
- Research Assistant with supervisor Dr. Charles Martin — Generating complex melodies on an Edge TPU
- Australian National University, Canberra
- Duties included: Deploying a Recurrent Neutral Network on an Edge TPU to generate music
Skills
- Scientific Problem Solving
- Defining and analyzing complex scientific problems
- Developing and implementing innovative data-driven and domain-driven methodologies
- Explainable Artificial Intelligence
- Addressing the explanation disagreement problem in AI systems
- Bridging the gap between algorithms, human understanding, and real-world problem
Publications
All my publications can be found on my Google Scholar profile.
Teaching and Supervising
Service
- Reviewer: ICML; Neurips; ICLR; AISTATS; IJCNN; Cell Reports Physical Science; Scientific Report