Changhai Zhou

20 papers A* 2A 1Journal 15Unranked 2
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
2026 J jnl
SoulX-FlashHead: Oracle-guided Generation of Infinite Real-time Streaming Talking Heads.
CoRR
Tan Yu, Qian Qiao, Le Shen, Ke Zhou, Jincheng Hu, Dian Sheng, Bo Hu, Haoming Qin, Jun Gao, Changhai Zhou, Shunshun Yin, Siyuan Liu
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 A conf
Enhancing Object Coherence in Layout-to-Image Synthesis.
ICME
Yibin Wang, Changhai Zhou, Honghui Xu
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
Large Language Model Compression with Global Rank and Sparsity Optimization.
CoRR
Changhai Zhou, Qian Qiao, Weizhong Zhang, Cheng Jin
2025 J jnl
MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting.
IEEE Geosci. Remote. Sens. Lett.
Ling Fan, Changhai Zhou, Ferrante Neri
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
2024 J jnl
A spatio-temporal fusion deep learning network with application to lightning nowcasting.
Integr. Comput. Aided Eng.
Changhai Zhou, Ling Fan, Ferrante Neri
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
2024 J jnl
RankAdaptor: Hierarchical Dynamic Low-Rank Adaptation for Structural Pruned LLMs.
CoRR
Changhai Zhou, Shijie Han, Shiyang Zhang, Shichao Weng, Zekai Liu, Cheng Jin
2023 J jnl
Cloud-to-Ground and Intra-Cloud Nowcasting Lightning Using a Semantic Segmentation Deep Learning Network.
Remote. Sens.
Ling Fan, Changhai Zhou
2023 J jnl
Design of lossy three-element networks with optimization efficiency.
Int. J. Circuit Theory Appl.
Bingting Wang, Ziping Cao, Wenjuan Yu, Lingchun Li, Changhai Zhou
2022 J jnl
3D Lightning Location Method Based on Range Difference Space Projection.
Remote. Sens.
Ling Fan, Changhai Zhou
2010 J jnl
Interactions between anti-ErbB2 antibody A21 and the ErbB2 extracellular domain provide a basis for improving A21 affinity.
J. Comput. Aided Mol. Des.
Liang Chang, Changhai Zhou, Man Xu, Jing Liu