CV
Education
- Ph.D in Computer Science, Lehigh University, 2028(expected)
- M.S. in Computer Science and Engineering, Lehigh University, 2024
- B.S. in Mathematics, Lehigh University, 2023
Work experience
- May-August 2026: Research Intern
- May-August 2025: Research Intern
- Fall 2024: Teaching Assistant
- Lehigh University
- Duties included: Assisting with course for CSE 326 Fundamentals of Machine Learning
- Supervisor: Professor Lichao Sun
- Summer 2024: Research Intern
- Samsung Research America
- Duties included: Developed and implemented accelerated inference methods for Large Language Models (EMNLP 2024)
- Supervisor: Dr. Xun Chen
Skills
- Programming Languages: Python (PyTorch; Gurobi), Java, C, R
Publications
- Zhengqing Yuan, Hanchi Sun, Lichao Sun, and Yanfang Ye. (2026). MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU. arXiv preprint arXiv:2604.05091.
- Hanchi Sun, Yixin Liu, Yonghui Wu, and Lichao Sun. (2026). Expert Threshold Routing for Autoregressive Language Modeling with Dynamic Computation Allocation and Load Balancing. arXiv preprint arXiv:2603.11535.
- Ryan Sun, Tianyi Zhou, Xun Chen, and Lichao Sun. (2024). SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding. EMNLP 2024.
- Zhou, Yuqi, Lin Lu, Ryan Sun, Pan Zhou, and Lichao Sun. (2024). Virtual Context Enhancing Jailbreak Attacks with Special Token Injection. Findings of EMNLP 2024.
