HyPER: Bridging Exploration and Exploitation for Scalable LLM Reasoning with Hypothesis Path Expansion and Reduction

Publication
In International Conference on Machine Learning
Shengxuan Qiu
PhD Student (2027)
Haochen Huang
PhD Student (2026)
Shuzhang Zhong
PhD Student (2023)
Meng Li
Meng Li
Assistant Professor

I develop efficient and privacy-preserving AI systems through algorithm–hardware co-design, with applications in large language models, embodied AI, and multimodal intelligence.