Xinhao Huang

PhD student, Info Hub, The Hong Kong University of Science and Technology (Guangzhou)

Joined

August 2024

Names

Xinhao Huang (Preferred)

Emails

****@connect.hkust-gz.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Info Hub, The Hong Kong University of Science and Technology (Guangzhou) (hkust-gz.edu.cn)

2024 – 2028

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2028

Expertise

Large Language Models

2024 – 2028

Publications

Efficient Fine-tuning with Decomposed Foundation Model
Minping Chen, You-Liang Huang, Xinhao Huang, Zeyi Wen
- Submitted to ICLR 2026
- Readers: Everyone
Representation Drift Compensation: A Zero-Cost Enhancement for LLM Decomposition
Xinhao Huang, You-Liang Huang, Zeyi Wen
- Submitted to ICLR 2026
- Readers: Everyone
Towards Building Human-like Smart Agents in Modern 3D Video Games (Student Abstract)
Zhihang Sun, Shuhan Qi, Xinhao Huang, Xinyu Xiao, Jiajia Zhang, Xuan Wang, Peixi Peng
- AAAI 2025
- Readers: Everyone
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression
Xinhao Huang, You-Liang Huang, Zeyi Wen
- AAAI 2025
- Readers: Everyone
Automatic Truncation Position Selection in Singular Value Decomposition for Large Language Models
You-Liang Huang, Xinhao Huang, Xuemei Peng, Zeyi Wen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cascaded Attention: Adaptive and Gated Graph Attention Network for Multiagent Reinforcement Learning
Shuhan Qi, Xinhao Huang, Peixi Peng, Xuzhong Huang, Jiajia Zhang, Xuan Wang
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone

Co-Authors