Bohan Zhuang

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Chunhua ShenZhejiang UniversityVerified email at zju.edu.cn
Jing LiuPhD Candidate, Monash UniversityVerified email at monash.edu
Ian D ReidMohammed Bin Zayed University of Artificial Intelligence and University of AdelaideVerified email at adelaide.edu.au
Jianfei CaiProfessor of Data Science & AI, Monash UniversityVerified email at monash.edu
Zizheng PanResearcher at DeepSeekVerified email at deepseek.com
Lingqiao LiuAssociate Professor at the University of AdelaideVerified email at adelaide.edu.au
Haoyu HePhD student, Monash UniversityVerified email at monash.edu
Peng ChenAIML, University of AdelaideVerified email at adelaide.edu.au
Qi WuAssociate Professor, University of Adelaide, Adelaide, AustraliaVerified email at adelaide.edu.au
Anton van den HengelDirector of the Centre for Augmented Reasoning at AIML.Verified email at adelaide.edu.au
Yefei HeZhejiang UniversityVerified email at zju.edu.cn
Dacheng TaoNanyang Technological UniversityVerified email at ntu.edu.sg
Yuetian WengMonash UniversityVerified email at monash.edu
Huchuan Lu, IEEE FELLOWdalian university of technologyVerified email at dlut.edu.cn

Bohan Zhuang

Director of ZIP Lab; Faculty @ Zhejiang University | Adjunct Faculty @ Monash University

Verified email at zju.edu.cn - Homepage

MLSys Efficient AI Multimodal LLM


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Discrimination-aware Channel Pruning for Deep Neural Networks Z Zhuang, M Tan, B Zhuang, J Liu, Y Guo, Q Wu, J Huang, J Zhu NeurIPS, 2018	735	2018
Towards Effective Low-bitwidth Convolutional Neural Networks B Zhuang, C Shen, M Tan, L Liu, I Reid CVPR, 2018	284	2018
TasselNet: counting maize tassels in the wild via local counts regression network H Lu, Z Cao, Y Xiao, B Zhuang, C Shen Plant methods 13, 1-17, 2017	264	2017
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation B Zhuang, C Shen, M Tan, L Liu, I Reid CVPR, 2019	199*	2019
Towards Context-aware Interaction Recognition for Visual Relationship Detection B Zhuang, L Liu, C Shen, I Reid ICCV, 2017	191	2017
Discriminative Sparse Similarity Map B Zhuang, H Lu, Z Xiao, D Wang TIP (Junior Year Project) 23 (4), 1872-1881, 2014	188*	2014
Scalable Vision Transformers with Hierarchical Pooling Z Pan, B Zhuang, J Liu, H He, J Cai ICCV, 2021	152	2021
Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries B Zhuang, Q Wu, C Shen, I Reid, A van den Hengel CVPR, 2018	145	2018
Fast Training of Triplet-based Deep Binary Embedding Networks B Zhuang, G Lin, C Shen, I Reid CVPR, 2016	141	2016
Discrimination-aware Network Pruning for Deep Model Compression J Liu, B Zhuang, Z Zhuang*, Y Guo, J Huang, J Zhu, M Tan TPAMI, 2021	137	2021
Generative Low-bitwidth Data Free Quantization S Xu, H Li, B Zhuang*, J Liu, J Cao, C Liang, M Tan ECCV, 2020	131	2020
Fast Vision Transformers with HiLo Attention Z Pan, J Cai, B Zhuang NeurIPS Spotlight, 2022	129	2022
Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning from Web Data B Zhuang, L Liu, Y Li, C Shen, I Reid CVPR, 2017	99	2017
Training Quantized Neural Networks with a Full-Precision Auxiliary Module B Zhuang, L Liu, M Tan, C Shen, I Reid CVPR Oral, 2020	84	2020
Less is More: Pay Less Attention in Vision Transformers Z Pan, B Zhuang, H He, J Liu, J Cai AAAI, 2022	72	2022
Hcvrd: a Benchmark for Large-scale Human-centered Visual Relationship Detection B Zhuang, Q Wu, C Shen, I Reid, A Hengel AAAI Oral, 2018	71*	2018
LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning M Zhang, H Chen, C Shen, Z Yang, L Ou, X Yu, B Zhuang ACL Findings, 2024	45*	2024
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations B Zhuang, M Tan, J Liu, L Liu, I Reid, C Shen TPAMI, 2021	41	2021
A survey on efficient training of transformers B Zhuang, J Liu, Z Pan, H He, Y Weng, C Shen IJCAI, 2023	38	2023
Pruning self-attentions into convolutional layers in single path H He, J Liu, Z Pan, J Cai, J Zhang, D Tao, B Zhuang TPAMI, 2023	38	2023

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