Xuhui Huang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 60

Top Topics

Canonical Correlation Analysis

Spiking Neural Networks

Action Recognition

Negative Matrix Factorization

Top Venues

Publications

Xin Tong, Shi Peng, Yufei Guo, Xuhui Huang
End-to-End Real-Time Vanishing Point Detection with Transformer. AAAI (2024)
Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks. AAAI (2024)
Yuhan Zhang, Xiaode Liu, Yuanpei Chen, Weihang Peng, Yufei Guo, Xuhui Huang, Zhe Ma
Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning. AAAI (2024)
Mengjian Zhang, Guihua Wen, Jiahui Zhong, Changjun Wang, Xuhui Huang, Jingwen Ruan, Wenya Pei
Multi-label recognition of facial body constitution via MLP-like deep networks with non-equilibrium weight loss. Biomed. Signal Process. Control. 87 (Part A) (2024)
Siqin Cao, Michael L. Kalin, Xuhui Huang
EPISOL: A software package with expanded functions to perform 3D-RISM calculations for the solvation of chemical and biological molecules. J. Comput. Chem. 44 (17) (2023)
Yufei Guo, Weihang Peng, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xuhui Huang, Zhe Ma
Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization. CoRR (2023)
Yufei Guo, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Xiaode Liu, Liwen Zhang, Xuhui Huang, Zhe Ma
Membrane Potential Batch Normalization for Spiking Neural Networks. ICCV (2023)
Mengjian Zhang, Guihua Wen, Jiahui Zhong, Dongliang Chen, Changjun Wang, Xuhui Huang, Shijun Zhang
MLP-Like Model With Convolution Complex Transformation for Auxiliary Diagnosis Through Medical Images. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Yufei Guo, Weihang Peng, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xuhui Huang, Zhe Ma
Joint A-SNN: Joint training of artificial and spiking neural networks via self-Distillation and weight factorization. Pattern Recognit. 142 (2023)
Yiming Li, Xiaoshan Yang, Xuhui Huang, Zhe Ma, Changsheng Xu
Zero-Shot Predicate Prediction for Scene Graph Parsing. IEEE Trans. Multim. 25 (2023)
Yufei Guo, Xuhui Huang, Zhe Ma
Direct Learning-Based Deep Spiking Neural Networks: A Review. CoRR (2023)
Qi Ming, Lingjuan Miao, Zhe Ma, Lin Zhao, Zhiqiang Zhou, Xuhui Huang, Yuanpei Chen, Yufei Guo
Deep Dive into Gradients: Better Optimization for 3D Object Detection with Gradient-Corrected IoU Supervision. CVPR (2023)
Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks. CoRR (2023)
Mengxue Kang, Jinpeng Zhang, Jinming Zhang, Xiashuang Wang, Yang Chen, Zhe Ma, Xuhui Huang
Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation. ICCV (2023)
Yufei Guo, Xiaode Liu, Yuanpei Chen, Liwen Zhang, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks. CoRR (2023)
Liwen Zhang, Xinyan Zhang, Youcheng Zhang, Yufei Guo, Yuanpei Chen, Xuhui Huang, Zhe Ma
PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation. CVPR (2023)
Yufei Guo, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma
Reducing Information Loss for Spiking Neural Networks. CoRR (2023)
Yufei Guo, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Xiaode Liu, Liwen Zhang, Xuhui Huang, Zhe Ma
Membrane Potential Batch Normalization for Spiking Neural Networks. CoRR (2023)
Yufei Guo, Xiaode Liu, Yuanpei Chen, Liwen Zhang, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks. ICCV (2023)
Yufei Guo, Yuanpei Chen, Liwen Zhang, YingLei Wang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma
Reducing Information Loss for Spiking Neural Networks. ECCV (11) (2022)
Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma
Real Spike: Learning Real-Valued Spikes for Spiking Neural Networks. ECCV (12) (2022)
Mengxue Kang, Jinpeng Zhang, Xiashuang Wang, Xuhui Huang
High-Quality-High-Quantity Semantic Distillation for Incremental Object Detection. ACAI (2022)
Wei Shi, Zuhao Chen, Kun Zhao, Wei Xi, Yuhang Qu, Hui He, Zhenge Guo, Zhe Ma, Xuhui Huang, Peng Wang, Bo Dong, Jizhong Zhao
3D target location based on RFID polarization phase model. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Hui Qv, Tao Ma, Xinyi Tong, Xuhui Huang, Zhe Ma, Jiehong Feng
Clustering by centroid drift and boundary shrinkage. Pattern Recognit. 129 (2022)
Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma
Real Spike: Learning Real-valued Spikes for Spiking Neural Networks. CoRR (2022)
Yufei Guo, Yuanpei Chen, Liwen Zhang, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma
IM-Loss: Information Maximization Loss for Spiking Neural Networks. NeurIPS (2022)
Bo Cui, Hui Qu, Xuhui Huang, Shan Yu
Balanced Ranking and Sorting For Class Incremental Object Detection. ICASSP (2022)
Yufei Guo, Xinyi Tong, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Zhe Ma, Xuhui Huang
RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks. CVPR (2022)
Jie Wang, Min Wu, Xuhui Huang, Li Wang, Sophia Zhang, Hui Liu, Jie Zheng
SynLethDB 2.0: a web-based knowledge graph database on synthetic lethality for novel anticancer drug discovery. Database J. Biol. Databases Curation 2022 (2022) (2022)
Wenqi Zeng, Siqin Cao, Xuhui Huang, Yuan Yao
A Note on Learning Rare Events in Molecular Dynamics using LSTM and Transformer. CoRR (2021)
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning. CVPR (2021)
Kongling Liu, Mengjun Wang, Jianchang Li, Jingjing Huang, Xuhui Huang, Shuhang Chen, Baoquan Cheng
Developing a Framework for Spatial Effects of Smart Cities Based on Spatial Econometrics. Complex. 2021 (2021)
Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning. CoRR (2021)
Yufei Guo, Xuhui Huang, Zhe Ma, Yongqing Hai, Rongli Zhao, Kewu Sun
An Improved Advancing-front-Delaunay Method for Triangular Mesh Generation. CGI (2021)
Cong Pan, Chengwen Liu, Junhui Peng, Pengyu Y. Ren, Xuhui Huang
Three-site and five-site fixed-charge water models compatible with AMOEBA force field. J. Comput. Chem. 41 (10) (2020)
Subrata Mukherjee, Xuhui Huang, Vivek T. Rathod, Lalita Udpa, Yiming Deng
Defects Tracking via NDE Based Transfer Learning. ICPHM (2020)
Yunzhe Hao, Xuhui Huang, Meng Dong, Bo Xu
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule. Neural Networks 121 (2020)
Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo
Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature Learning. Neural Process. Lett. 50 (2) (2019)
Wei Lu, Mengjie Zeng, Ling Wang, Hui Luo, Subrata Mukherjee, Xuhui Huang, Yiming Deng
Navigation Algorithm Based on the Boundary Line of Tillage Soil Combined with Guided Filtering and Improved Anti-Noise Morphology. Sensors 19 (18) (2019)
Lulu Yang, Long Lan, Xiang Zhang, Xuhui Huang, Zhigang Luo
Attentional Residual Dense Factorized Network for Real-Time Semantic Segmentation. ICANN (3) (2019)
Xiang Zhang, Liquan Nie, Long Lan, Xuhui Huang, Zhigang Luo
Stacked Marginal Time Warping for Temporal Alignment. Neural Process. Lett. 49 (2) (2019)
Guanxiong Zeng, Xuhui Huang, Tianzi Jiang, Shan Yu
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks. Neural Networks 118 (2019)
Guohua Dong, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo
Discrete Graph Hashing via Affine Transformation. ICME (2018)
Yunzhe Hao, Xuhui Huang, Meng Dong, Bo Xu
A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule. CoRR (2018)
Linfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo
Ranking-Embedded Transfer Canonical Correlation Analysis for Person Re-Identification. IJCNN (2018)
Xing Chen, Xiang Zhang, Huibin Tan, Long Lan, Zhigang Luo, Xuhui Huang
Multi-granularity Hierarchical Attention Siamese Network for Visual Tracking. IJCNN (2018)
Tuo Wang, Huayue Cai, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Lu
Graph-Laplacian Correlated Low-Rank Representation for Subspace Clustering. ICIP (2018)
Yanyin Chen, Xing Chen, Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo
Cross-Layer Convolutional Siamese Network for Visual Tracking. ICONIP (2) (2018)
Xiang Zhang, Yongqiang Gao, Long Lan, Xiaowei Guo, Xuhui Huang, Zhigang Luo
Low-Rank Matrix Recovery via Continuation-Based Approximate Low-Rank Minimization. PRICAI (1) (2018)
Linfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo
Margin-Embedding Canonical Correlation Analysis with Feature Selection for Person Re-Identification. ICIP (2018)
Huayue Cai, Xiang Zhang, Zhigang Luo, Xuhui Huang
Box-constrained Discriminant Projective Non-negative Matrix Factorization through Augmented Lagrangian Multiplier Method. IJCNN (2018)
Yin Xian, Hanlin Gu, Wei Wang, Xuhui Huang, Yuan Yao, Yang Wang, Jian-Feng Cai
Data-Driven Tight Frame for CRYO-EM Image Denoising and Conformational Classification. GlobalSIP (2018)
Song Liu, Lizhe Zhu, Fu Kit Sheong, Wei Wang, Xuhui Huang
Adaptive partitioning by local density-peaks: An efficient density-based clustering algorithm for analyzing molecular dynamics trajectories. J. Comput. Chem. 38 (3) (2017)
Lin Zhu, Xiang Zhang, Wenju Zhang, Xuhui Huang, Naiyang Guan, Zhigang Luo
Unsupervised domain adaptation with joint supervised sparse coding and discriminative regularization term. ICIP (2017)
Weijiang Feng, Xiang Zhang, Xuhui Huang, Zhigang Luo
Attention Focused Spatial Pyramid Pooling for Boxless Action Recognition in Still Images. ICANN (2) (2017)
Aaron Chevalier, Daniel-Adriano Silva, Gabriel J. Rocklin, Derrick R. Hicks, Renan Vergara, Patience Murapa, Steffen M. Bernard, Lu Zhang, Kwok-Ho Lam, Guorui Yao, Christopher D. Bahl, Shin-Ichiro Miyashita, Inna Goreshnik, James T. Fuller, Merika T. Koday, Cody M. Jenkins, Tom Colvin, Lauren P. Carter, Alan Bohn, Cassie M. Bryan, D. Alejandro Fernández-Velasco, Lance J. Stewart, Min Dong, Xuhui Huang, Rongsheng Jin, Ian A. Wilson, Deborah H. Fuller, David Baker
protein design for targeted therapeutics. Nat. 550 (7674) (2017)
Feng Gu, Wenju Zhang, Xiang Zhang, Chenxu Wang, Xuhui Huang, Zhigang Luo
GNMF Revisited: Joint Robust k-NN Graph and Reconstruction-Based Graph Regularization for Image Clustering. ICANN (2) (2017)
Weijiang Feng, Xiang Zhang, Xuhui Huang, Zhigang Luo
Boxless Action Recognition in Still Images via Recurrent Visual Attention. ICONIP (2) (2017)
Ziheng Gao, Naiyang Guan, Xuhui Huang, Xuefeng Peng, Zhigang Luo, Yuhua Tang
Distributed graph regularized non-negative matrix factorization with greedy coordinate descent. SMC (2016)
Liquan Nie, Yuanyuan Wang, Xiang Zhang, Xuhui Huang, Zhigang Luo
Enhancing temporal alignment with autoencoder regularization. IJCNN (2016)
Jue Wang, Naiyang Guan, Xuhui Huang, Zhigang Luo
Constraint-Relaxation Approach for Nonnegative Matrix Factorization: A Case Study. SMC (2015)
Lu Zhang, Daniel-Adriano Silva, Fátima Pardo Avila, Dong Wang, Xuhui Huang
Structural Model of RNA Polymerase II Elongation Complex with Complete Transcription Bubble Reveals NTP Entry Routes. PLoS Comput. Biol. 11 (7) (2015)
Shuyi Wu, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
Non-negative Low-Rank and Group-Sparse Matrix Factorization. MMM (2) (2015)
Shuqiong Fan, Fen Miao, Ruiqing Ma, Ye Li, Xuhui Huang
A multi-feature based morphological algorithm for ST shape classification. EMBC (2015)
Cherong Zhou, Xiang Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo
Semi-supervised Non-negative Local Coordinate Factorization. ICONIP (2) (2015)
Wenju Zhang, Naiyang Guan, Dacheng Tao, Bin Mao, Xuhui Huang, Zhigang Luo
Correntropy supervised non-negative matrix factorization. IJCNN (2015)
Xiang Zhang, Naiyang Guan, Wenju Zhang, Xuhui Huang, Shuyi Wu, Zhigang Luo
Symmetric Non-negative Matrix Factorization Based Link Partition Method for Overlapping Community Detection. SMC (2015)
Huibin Tan, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
Two-Dimensional Euler PCA for Face Recognition. MMM (2) (2015)
Long Lan, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo
Labelwalking nonnegative matrix factorization. ICASSP (2015)
Hanlun Jiang, Fu Kit Sheong, Lizhe Zhu, Xin Gao, Julie Bernauer, Xuhui Huang
Markov State Models Reveal a Two-Step Mechanism of miRNA Loading into the Human Argonaute Protein: Selective Binding followed by Structural Re-arrangement. PLoS Comput. Biol. 11 (7) (2015)
Bin Mao, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
Correntropy induced metric based graph regularized non-negative matrix factorization. SPAC (2014)
Weijiang Feng, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo
Single image defogging with single and multiple hybrid scattering model. SPAC (2014)
Shuo Gu, Daniel-Adriano Silva, Luming Meng, Alexander Yue, Xuhui Huang
Quantitatively Characterizing the Ligand Binding Mechanisms of Choline Binding Protein Using Markov State Model Analysis. PLoS Comput. Biol. 10 (8) (2014)
Yuanyuan Wang, Naiyang Guan, Bin Mao, Xuhui Huang, Zhigang Luo
Translation non-negative matrix factorization with fast optimization. SMC (2014)
Wenju Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo, Jianwu Li
Overlapping community detection via link partition of asymmetric weighted graph. SPAC (2014)
Yutong Zhao, Fu Kit Sheong, Jian Sun, Pedro V. Sander, Xuhui Huang
A fast parallel clustering algorithm for molecular simulation trajectories. J. Comput. Chem. 34 (2) (2013)
Lin-Tai Da, Fátima Pardo Avila, Dong Wang, Xuhui Huang
A Two-State Model for the Dynamics of the Pyrophosphate Ion Release in Bacterial RNA Polymerase. PLoS Comput. Biol. 9 (4) (2013)
Lu Zhang, Daniel-Adriano Silva, YiJing Yan, Xuhui Huang
Force field development for cofactors in the photosystem II. J. Comput. Chem. 33 (25) (2012)
Naiyang Guan, Xuhui Huang, Long Lan, Zhigang Luo, Xiang Zhang
Graph Based Semi-supervised Non-negative Matrix Factorization for Document Clustering. ICMLA (1) (2012)
Samuel Flores, Julie Bernauer, Seokmin Shin, Ruhong Zhou, Xuhui Huang
Multiscale modeling of macromolecular biosystems. Briefings Bioinform. 13 (4) (2012)
Long Lan, Xuhui Huang, Naiyang Guan, Zhigang Luo, Xiang Zhang
Semi-supervised Non-negative Patch Alignment Framework. ICMLA (1) (2012)
Daniel-Adriano Silva, Gregory R. Bowman, Alejandro Sosa-Peinado, Xuhui Huang
A Role for Both Conformational Selection and Induced Fit in Ligand Binding by the LAO Protein. PLoS Comput. Biol. 7 (5) (2011)
Julie Bernauer, Samuel Flores, Xuhui Huang, Seokmin Shin, Ruhong Zhou
Session Introduction. Pacific Symposium on Biocomputing (2011)
Xuhui Huang, Wei Zhu, Dongxin Lu
Underground miners localization system based on ZigBee and WebGIS. Geoinformatics (2010)
Xuhui Huang, Yuan Yao, Gregory R. Bowman, Jian Sun, Leonidas J. Guibas, Gunnar E. Carlsson, Vijay S. Pande
Constructing Multi-Resolution Markov State Models (MSMs) to Elucidate RNA Hairpin Folding Mechanisms. Pacific Symposium on Biocomputing (2010)
Samuel Flores, Julie Bernauer, Xuhui Huang, Ruhong Zhou, Seokmin Shin
Session Introduction. Pacific Symposium on Biocomputing (2010)