Yuhua Zhou

23 papers A* 3Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning.
CoRR
Changhai Zhou, Shiyang Zhang, Yuhua Zhou, Qian Qiao, Jun Gao, Cheng Jin, Kaizhou Qin, Weizhong Zhang
2026 J jnl
LaRA: Layer-wise rank allocation for efficient fine-tuning of pruned large language models.
Inf. Process. Manag.
Yuhua Zhou, Changhai Zhou, Shiyang Zhang, Fei Yang, Yi Zhang, Aimin Pan
2025 A* conf
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing.
ICML
Yuhua Zhou, Ruifeng Li, Changhai Zhou, Fei Yang, Aimin Pan
2025 A* conf
Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving.
AAAI
Changhai Zhou, Yuhua Zhou, Shiyang Zhang, Yibin Wang, Zekai Liu
2025 J jnl
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth.
CoRR
Changhai Zhou, Yuhua Zhou, Qian Qiao, Weizhong Zhang, Cheng Jin
2025 J jnl
FinSphere: A Conversational Stock Analysis Agent Equipped with Quantitative Tools based on Real-Time Database.
CoRR
Shijie Han, Changhai Zhou, Yiqing Shen, Tianning Sun, Yuhua Zhou, Xiaoxia Wang, Zhixiao Yang, Jingshu Zhang, Hongguang Li
2025 J jnl
GeoSketch: A Neural-Symbolic Approach to Geometric Multimodal Reasoning with Auxiliary Line Construction and Affine Transformation.
CoRR
Shichao Weng, Zhiqiang Wang, Yuhua Zhou, Rui Lu, Ting Liu, Zhiyang Teng, Xiaozhang Liu, Hanmeng Liu
2025 — conf
Performance-Driven Multi-Objective Optimization Design of Modular Robot Manipulators.
ROBIO
Yuhua Zhou, Kezheng Sun, Zhaoyang Liao, Yisheng Guan, Haifei Zhu
2025 — conf
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models.
NAACL (Findings)
Changhai Zhou, Yuhua Zhou, Yibin Wang, Shijie Han, Qian Qiao, Hongguang Li
2025 — conf
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model.
NAACL (Findings)
Changhai Zhou, Shijie Han, Lining Yang, Yuhua Zhou, Xu Cheng, Yibin Wang, Hongguang Li
2025 A* conf
UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery.
ICLR
Ruifeng Li, Mingqian Li, Wei Liu, Yuhua Zhou, Xiangxin Zhou, Yuan Yao, Qiang Zhang, Hongyang Chen
2025 J jnl
UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery.
CoRR
Ruifeng Li, Mingqian Li, Wei Liu, Yuhua Zhou, Xiangxin Zhou, Yuan Yao, Qiang Zhang, Hongyang Chen
2025 J jnl
VIS4SL: A visual analytic approach for interpreting and diagnosing shortcut learning.
Knowl. Based Syst.
Xiyu Meng, Tan Tang, Yuhua Zhou, Zihan Yan, Dazhen Deng, Yongheng Wang, Yuhan Wu, Yingcai Wu
2024 J jnl
AutoMixQ: Self-Adjusting Quantization for High Performance Memory-Efficient Fine-Tuning.
CoRR
Changhai Zhou, Shiyang Zhang, Yuhua Zhou, Zekai Liu, Shichao Weng
2024 J jnl
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models.
CoRR
Changhai Zhou, Yuhua Zhou, Shijie Han, Qian Qiao, Hongguang Li
2023 J jnl
An intelligent approach to automatically discovering visual insights.
J. Vis.
Yuhua Zhou, Xiyu Meng, Yanhong Wu, Tan Tang, Yongheng Wang, Yingcai Wu
2022 J jnl
A Visualization Approach for Monitoring Order Processing in E-Commerce Warehouse.
IEEE Trans. Vis. Comput. Graph.
Junxiu Tang, Yuhua Zhou, Tan Tang, Di Weng, Boyang Xie, Lingyun Yu, Huaqiang Zhang, Yingcai Wu
2022 J jnl
Automatic pulmonary auscultation grading diagnosis of Coronavirus Disease 2019 in China with artificial intelligence algorithms: A cohort study.
Comput. Methods Programs Biomed.
Hongling Zhu, Jinsheng Lai, Bingqiang Liu, Ziyuan Wen, Yulong Xiong, Honglin Li, Yuhua Zhou, Qiuyun Fu, Guoyi Yu, Xiaoxiang Yan, Xiaoyun Yang, Jianmin Zhang, Chao Wang, Hesong Zeng
2020 — conf
Narrative Transitions in Data Videos.
IEEE VIS (Short Papers)
Junxiu Tang, Lingyun Yu, Tan Tang, Xinhuan Shu, Lu Ying, Yuhua Zhou, Peiran Ren, Yingcai Wu
2020 J jnl
Narrative Transitions in Data Videos.
CoRR
Junxiu Tang, Lingyun Yu, Tan Tang, Xinhuan Shu, Lu Ying, Yuhua Zhou, Peiran Ren, Yingcai Wu
2016 — conf
Design of Management System of Hainan Li Brocade Pattern Gene Database Based on JSP.
ISCID (2)
Yuping Zhou, Kai Chen, Liying Deng, Yuhua Zhou
2012 J jnl
An improved dimensionality reduction method for meta-transcriptome indexing based diseases classification.
BMC Syst. Biol.
Yin Wang, Yuhua Zhou, Yixue Li, Zongxin Ling, Yan Zhu, Xiaokui Guo, Hong Sun
2004 — conf
Working Mechanism and Structure of Customer Services Support System.
ICEB
Qingguo Wang, Shuqin Cai, Yuhua Zhou, Kaichun Liang