Xijie Huang

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Yong-Lu LiAssistant Professor of Computer Science, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Hao-Shu FangMassachusetts Institute of TechnologyVerified email at mit.edu
Liang XuShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
cewu luProfessor of Shanghai Jiao Tong UniversityVerified email at cs.stanford.edu
Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTVerified email at ust.hk
Jeffry WicaksanaHKUSTVerified email at connect.ust.hk
Zechun LiuMeta Reality LabsVerified email at andrew.cmu.edu
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Moustafa F. AlzantotGoogle ResearchVerified email at google.com
Dong ZhangResearch Assistant Professor, HKUSTVerified email at ust.hk
Shih-Yang (Sean) LiuPhd Student, HKUST Computer ScienceVerified email at connect.ust.hk
Zhiqiang ShenAssistant Professor at Mohamed bin Zayed University of Artificial IntelligenceVerified email at mbzuai.ac.ae
Zengqiang YanAssoc. Prof. HUST & Ph.D. HKUSTVerified email at connect.ust.hk
Yang XinProfessor, Huazhong University of Science and TechnologyVerified email at hust.edu.cn
Wu HuiminPh.D candidate of The Hong Kong University of Science and TechnologyVerified email at connect.ust.hk
Pingcheng DongHong Kong University of Science and TechnologyVerified email at connect.ust.hk
Shichao LiDJI; PhD, HKUSTVerified email at connect.ust.hk
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Huamin QuChair Professor, Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
Xingbo WangPostdoc, Cornell UniversityVerified email at med.cornell.edu

Xijie Huang

Hong Kong University of Science and Technology

Verified email at connect.ust.hk - Homepage

Efficient Deep Learning Model Compression


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Transferable interactiveness knowledge for human-object interaction detection YL Li, S Zhou, X Huang, L Xu, Z Ma, HS Fang, Y Wang, C Lu Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019	327	2019
Pastanet: Toward human activity knowledge engine YL Li, L Xu, X Liu, X Huang, Y Xu, S Wang, HS Fang, Z Ma, M Chen, C Lu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	156	2020
Neuroninspect: Detecting backdoors in neural networks via output explanations X Huang, M Alzantot, M Srivastava arXiv preprint arXiv:1911.07399, 2019	95	2019
Hake: Human activity knowledge engine YL Li, L Xu, X Liu, X Huang, Y Xu, M Chen, Z Ma, S Wang, HS Fang, C Lu arXiv preprint arXiv:1904.06539, 2019	37	2019
FedMix: Mixed supervised federated learning for medical image segmentation J Wicaksana, Z Yan, D Zhang, X Huang, H Wu, X Yang, KT Cheng IEEE Transactions on Medical Imaging (TMI), 2022	32	2022
Human activity knowledge engine YL Li, L Xu, X Huang, X Liu, Z Ma, M Chen, S Wang, HS Fang, CL Hake arXiv preprint arXiv:1904.06539 2 (6), 2019	32	2019
SDQ: Stochastic Differentiable Quantization with Mixed Precision X Huang, Z Shen, S Li, Z Liu, X Hu, J Wicaksana, E Xing, KT Cheng International Conference on Machine Learning (ICML), 2022, 2022	22	2022
Latent fingerprint image enhancement based on progressive generative adversarial network X Huang, P Qian, M Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	19	2020
LLM-FP4: 4-Bit Floating-Point Quantized Transformers S Liu, Z Liu, X Huang, P Dong, KT Cheng EMNLP 2023 Main Conference, 2023	11	2023
VideoPro: A Visual Analytics Approach for Interactive Video Programming J He, X Wang, KK Wong, X Huang, C Chen, Z Chen, F Wang, M Zhu, ... IEEE Transactions on Visualization and Computer Graphics (VIS 2023), 2023	5	2023
Efficient quantization-aware training with adaptive coreset selection X Huang, Z Liu, SY Liu, KT Cheng arXiv preprint arXiv:2306.07215, 2023	4	2023
Variation-aware vision transformer quantization X Huang, Z Shen, KT Cheng arXiv preprint arXiv:2307.00331, 2023	3	2023
Automated vision-based wellness analysis for elderly care centers X Huang, J Wicaksana, S Li, KT Cheng AAAI-22 Workshop: Health Intelligence (W3PHIAI-22), 321-333, 2022	3	2022
Boosting LLM Reasoning: Push the Limits of Few-shot Learning with Reinforced In-Context Pruning X Huang, LL Zhang, KT Cheng, M Yang arXiv preprint arXiv:2312.08901, 2023	2	2023
A Tiny Accelerator for Mixed-bit Sparse CNN based on Efficient Fetch Method of SIMO SPad X Hu, X Liu, Y Liu, H Zhang, X Huang, X Guan, L Liang, CY Tsui, X Xiong, ... IEEE Transactions on Circuits and Systems II: Express Briefs, 2023	2	2023
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers P Dong, Y Tan, D Zhang, T Ni, X Liu, Y Liu, P Luo, L Liang, SY Liu, ... arXiv preprint arXiv:2403.19591, 2024		2024

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