Haotian Hu
Big fan of Leagues of Legend
Stardew Valley & Terraria
This is Haotian Hu 「胡皓天」. I’m currently an first year Machine Learning Ph.D. student at Georgia Institute of Technology, working with Prof.Faramarz Fekri. Previously, I recieved my bachelor degree from University of Science and Technology of China, School of the Gifted Young.
My current research focuses on building efficient and reliable machine learning systems, specifically in the following topics: (i) Hypothesis generation with Large Language Models; (ii) Large Language Models Towards Reasoning; (iii) Deep Learning Theory;
I was fortunate to cooperate with Zhenyu Zhang@UT-Austin (Atlas Wang - VITA), Tianjin Huang@UOE, Yufei Ding@UCSD, Sitao Huang@UCI and Kai Zhong@UESTC.
You can find me through Google Scholar and Gmail.
selected publications
- Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit AdamarXiv preprint arXiv:2502.17055, 2024
- Optimizing Quantum Communication for Quantum Data Centers with Reconfigurable NetworksISCA 2025 to appear, 2024
- Optimizing High-Level Synthesis Designs with Retrieval-Augmented Large Language ModelsIn 2024 IEEE LLM Aided Design Workshop (LAD), 2024
- Ambiguity Function Shaping via Manifold Optimization Embedding With MomentumIEEE Communications Letters, 2023