Yuhua Zhou

PhD student, Zhejiang University

Joined

May 2024

Names

Yuhua Zhou (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Zhejiang University (zju.edu.cn)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisee

2026 – Present

Coauthor

2024 – Present

PhD Advisor

2024 – Present

Coauthor

2024 – Present

PhD Advisor

2023 – Present

Expertise

Large Language Model

2023 – Present

Publications

Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth
Changhai Zhou, Shijie Han, Shiyang Zhang, Yuhua Zhou, WEIZHONG ZHANG, Jin Cheng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Large Language Model Compression with Global Rank and Sparsity Optimization
Changhai Zhou, Qian Qiao, Yuhua Zhou, Yuxin Wu, Shichao Weng, WEIZHONG ZHANG, Cheng Jin
- ICLR 2026 Poster
- Readers: Everyone
Caduceus: MoE-enhanced Foundation Models Unifying Biological and Natural Language
Mingze Yin, Yiheng Zhu, Jialu Wu, Jian Ma, Hanjing Zhou, Yuhua Zhou, Jintai Chen, Aimin PAN
- Submitted to ICLR 2026
- Readers: Everyone
GeoSketch: A Neural-Symbolic Approach to Geometric Multimodal Reasoning with Auxiliary Line Construction and Affine Transformation
Shichao Weng, Zhiqiang Wang, Yuhua Zhou, Rui Lu, Ting Liu, Zhiyang Teng, Xiaozhang Liu, Hanmeng Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BUDDY: BUdget-Driven DYnamic Depth Routing for Adaptive Large Language Models Inference
Yuhua Zhou, Shaoqi Yu, Shichao Weng, Changhai Zhou, Mingze Yin, Fei Yang, Aimin PAN
- Submitted to ICLR 2026
- Readers: Everyone
AdaKAN: Kolmogorov-Arnold Networks with Adaptive Spectral Decomposition for Time Series Forecasting
Yuhan Wu, Xiyu Meng, Zehao Liu, Yuhua Zhou, Junru Zhang, Pengfei Jiao, Canran Xiao, Yabo Dong, Dongming Lu
- Submitted to ICLR 2026
- Readers: Everyone
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
Yuhua Zhou, Ruifeng Li, Changhai Zhou, Fei Yang, Aimin PAN
- ICML 2025 poster
- Readers: Everyone
Efficient Fine-Tuning of Quantized LLMs via Three-Stage Optimization
Changhai Zhou, Shijie Han, Yuhua Zhou, Shiyang Zhang, Qian Qiao, Andrei Simion, WEIZHONG ZHANG
- Submitted to ICLR 2025
- Readers: Everyone
Bi-Share LoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
Yuhua Zhou, Ruifeng Li, Changhai Zhou, Fei Yang, Aimin PAN
- Submitted to ICLR 2025
- Readers: Everyone
UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
Ruifeng Li, Mingqian Li, Wei Liu, Yuhua Zhou, Xiangxin Zhou, Yuan Yao, Qiang Zhang, Hongyang Chen
- ICLR 2025 Spotlight
- Readers: Everyone

Co-Authors

View all 40 co-authors