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

Efficient AI MLSys 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	740	2018
Towards Effective Low-bitwidth Convolutional Neural Networks B Zhuang, C Shen, M Tan, L Liu, I Reid CVPR, 2018	286	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	268	2017
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation B Zhuang, C Shen, M Tan, L Liu, I Reid CVPR, 2019	202*	2019
Towards Context-aware Interaction Recognition for Visual Relationship Detection B Zhuang, L Liu, C Shen, I Reid ICCV, 2017	192	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	157	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	146	2018
Fast Vision Transformers with HiLo Attention Z Pan, J Cai, B Zhuang NeurIPS Spotlight, 2022	143	2022
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	139	2021
Generative Low-bitwidth Data Free Quantization S Xu, H Li, B Zhuang*, J Liu, J Cao, C Liang, M Tan ECCV, 2020	134	2020
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	85	2020
Less is More: Pay Less Attention in Vision Transformers Z Pan, B Zhuang, H He, J Liu, J Cai AAAI, 2022	78	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	72*	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	47*	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	42	2021
A survey on efficient training of transformers B Zhuang, J Liu, Z Pan, H He, Y Weng, C Shen IJCAI, 2023	41	2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Y He, L Liu, J Liu, W Wu, H Zhou, B Zhuang NeurIPS, 2023	41	2023

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