Xin He

Researcher, A*STAR

Joined

April 2022

Names

Xin He (Preferred)

Emails

****@comp.hkbu.edu.hk (Confirmed)

****@gmail.com (Confirmed)

****@cfar.a-star.edu.sg (Confirmed)

****@a-star.edu.sg (Confirmed)

Personal Links

Career & Education History

Researcher

A*STAR (a-star.edu.sg)

2024 – 2026

PhD student

Hong Kong Baptist University (hkbu.edu.hk)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Xiaowen Chu

2018 – 2023

Expertise

Neural architecture search

2018 – 2023

Automated Machine Learning

2018 – 2023

Publications

Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework
Xin He, Liangliang You, Hongduan Tian, Bo Han, Ivor Tsang, Yew-Soon Ong
- ICLR 2026 Workshop RSI Spotlight
- Readers: Everyone
Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework
Xin He, Liangliang You, Hongduan Tian, Bo Han, Ivor W. Tsang, Yew-Soon Ong
- CoRR 2025
- Readers: Everyone
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs
Zeng Zihao, Chubo Liu, Juan Hu, Xin He, Yong Jiang, Fei Huang, Kenli Li, Wei Yang Bryan Lim
- Submitted to ICLR 2026
- Readers: Everyone
Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated
Zichen TANG, Zhenheng Tang, Gaoning Pan, Buhua Liu, Xin He, Kunfeng Lai, Xiaowen Chu, Bo Li
- ICLR 2026 Poster
- Readers: Everyone
Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework
Xin He, Liangliang You, Hongduan Tian, Bo Han, Ivor Tsang, Yew-Soon Ong
- Submitted to ICLR 2026
- Readers: Everyone
RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging
Xin He, Junxi Shen, Zhenheng Tang, Xiaowen Chu, Bo Li, Ivor W. Tsang, Yew-Soon Ong
- CoRR 2025
- Readers: Everyone
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs
Zihao Zeng, Chubo Liu, Xin He, Juan Hu, Yong Jiang, Fei Huang, Kenli Li, Wei Yang Bryan Lim
- CoRR 2025
- Readers: Everyone
BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems
Yuxin Wang, Yuhan Chen, Zeyu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
- KDD (2) 2025
- Readers: Everyone
FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression
Zhenheng Tang, Xueze Kang, Yiming Yin, Xinglin Pan, Yuxin Wang, Xin He, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Amelie Chi Zhou, Bo Li, Bingsheng He, Xiaowen Chu
- CoRR 2024
- Readers: Everyone
ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference
Xin He, Shunkang Zhang, Yuxin Wang, Haiyan Yin, Zihao Zeng, Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Ivor W. Tsang, Yew-Soon Ong
- CoRR 2024
- Readers: Everyone

View all 27 publications

Co-Authors

View all 62 co-authors