Changhai Zhou

According to our database, Changhai Zhou authored at least 20 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning.

Changhai Zhou, Shiyang Zhang, Yuhua Zhou, Qian Qiao, Jun Gao, Cheng Jin, Kaizhou Qin, Weizhong Zhang

CoRR, February, 2026

SoulX-FlashHead: Oracle-guided Generation of Infinite Real-time Streaming Talking Heads.

Tan Yu, Qian Qiao, Le Shen, Ke Zhou, Jincheng Hu, Dian Sheng, Bo Hu, Haoming Qin, Jun Gao, Changhai Zhou, Shunshun Yin, Siyuan Liu

CoRR, February, 2026

LaRA: Layer-wise rank allocation for efficient fine-tuning of pruned large language models.

Yuhua Zhou, Changhai Zhou, Shiyang Zhang, Fei Yang, Yi Zhang, Aimin Pan

Inf. Process. Manag., 2026

2025

Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth.

Changhai Zhou, Yuhua Zhou, Qian Qiao, Weizhong Zhang, Cheng Jin

CoRR, May, 2025

Large Language Model Compression with Global Rank and Sparsity Optimization.

Changhai Zhou, Qian Qiao, Weizhong Zhang, Cheng Jin

CoRR, May, 2025

FinSphere: A Conversational Stock Analysis Agent Equipped with Quantitative Tools based on Real-Time Database.

Shijie Han, Changhai Zhou, Yiqing Shen, Tianning Sun, Yuhua Zhou, Xiaoxia Wang, Zhixiao Yang, Jingshu Zhang, Hongguang Li

CoRR, January, 2025

MT-GAN: A Multitask GAN for Severe Convective Weather Nowcasting.

Ling Fan, Changhai Zhou, Ferrante Neri

IEEE Geosci. Remote. Sens. Lett., 2025

QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models.

Changhai Zhou, Yuhua Zhou, Yibin Wang, Shijie Han, Qian Qiao, Hongguang Li

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model.

Changhai Zhou, Shijie Han, Lining Yang, Yuhua Zhou, Xu Cheng, Yibin Wang, Hongguang Li

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing.

Yuhua Zhou, Ruifeng Li, Changhai Zhou, Fei Yang, Aimin Pan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Enhancing Object Coherence in Layout-to-Image Synthesis.

Yibin Wang, Changhai Zhou, Honghui Xu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving.

Changhai Zhou, Yuhua Zhou, Shiyang Zhang, Yibin Wang, Zekai Liu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A spatio-temporal fusion deep learning network with application to lightning nowcasting.

Changhai Zhou, Ling Fan, Ferrante Neri

Integr. Comput. Aided Eng., 2024

QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models.

Changhai Zhou, Yuhua Zhou, Shijie Han, Qian Qiao, Hongguang Li

CoRR, 2024

AutoMixQ: Self-Adjusting Quantization for High Performance Memory-Efficient Fine-Tuning.

Changhai Zhou, Shiyang Zhang, Yuhua Zhou, Zekai Liu, Shichao Weng

CoRR, 2024

RankAdaptor: Hierarchical Dynamic Low-Rank Adaptation for Structural Pruned LLMs.

Changhai Zhou, Shijie Han, Shiyang Zhang, Shichao Weng, Zekai Liu, Cheng Jin

CoRR, 2024

2023

Cloud-to-Ground and Intra-Cloud Nowcasting Lightning Using a Semantic Segmentation Deep Learning Network.

Ling Fan, Changhai Zhou

Remote. Sens., October, 2023

Design of lossy three-element networks with optimization efficiency.

Bingting Wang, Ziping Cao, Wenjuan Yu, Lingchun Li, Changhai Zhou

Int. J. Circuit Theory Appl., April, 2023

2022

3D Lightning Location Method Based on Range Difference Space Projection.

Ling Fan, Changhai Zhou

Remote. Sens., 2022

2010

Interactions between anti-ErbB2 antibody A21 and the ErbB2 extracellular domain provide a basis for improving A21 affinity.

Liang Chang, Changhai Zhou, Man Xu, Jing Liu

J. Comput. Aided Mol. Des., 2010