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2020 – today
- 2024
[j25]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): 105363 (2024)- [c51]Xin Tong, Shi Peng, Yufei Guo, Xuhui Huang:
End-to-End Real-Time Vanishing Point Detection with Transformer. AAAI 2024: 5243-5251 - [c50]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: 12244-12252 - [c49]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: 16926-16934 - [i11]Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun:
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. CoRR abs/2410.05080 (2024) - 2023
- [j24]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): 1536-1549 (2023) - [j23]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: 109639 (2023) - [j22]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): 4385-4396 (2023) - [j21]Yiming Li, Xiaoshan Yang, Xuhui Huang, Zhe Ma, Changsheng Xu:
Zero-Shot Predicate Prediction for Scene Graph Parsing. IEEE Trans. Multim. 25: 3140-3153 (2023) - [c48]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: 5136-5145 - [c47]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: 17577-17586 - [c46]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: 17345-17355 - [c45]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: 18848-18858 - [c44]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: 19363-19373 - [i10]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 abs/2305.02099 (2023) - [i9]Yufei Guo, Xuhui Huang, Zhe Ma:
Direct Learning-Based Deep Spiking Neural Networks: A Review. CoRR abs/2305.19725 (2023) - [i8]Yufei Guo, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma:
Reducing Information Loss for Spiking Neural Networks. CoRR abs/2307.04356 (2023) - [i7]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 abs/2308.06787 (2023) - [i6]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 abs/2308.08359 (2023) - [i5]Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma:
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks. CoRR abs/2312.06372 (2023) - 2022
- [j20]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) - [j19]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): 17 (2022) - [j18]Hui Qv, Tao Ma, Xinyi Tong, Xuhui Huang, Zhe Ma, Jiehong Feng:
Clustering by centroid drift and boundary shrinkage. Pattern Recognit. 129: 108745 (2022) - [c43]Mengxue Kang, Jinpeng Zhang, Xiashuang Wang, Xuhui Huang:
High-Quality-High-Quantity Semantic Distillation for Incremental Object Detection. ACAI 2022: 25:1-25:6 - [c42]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: 326-335 - [c41]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: 36-52 - [c40]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: 52-68 - [c39]Bo Cui, Hui Qu, Xuhui Huang, Shan Yu:
Balanced Ranking and Sorting For Class Incremental Object Detection. ICASSP 2022: 2010-2014 - [c38]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 - [i4]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 abs/2210.06686 (2022) - 2021
- [j17]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: 9322112:1-9322112:8 (2021) - [c37]Yufei Guo, Xuhui Huang, Zhe Ma, Yongqing Hai, Rongli Zhao, Kewu Sun:
An Improved Advancing-front-Delaunay Method for Triangular Mesh Generation. CGI 2021: 477-487 - [c36]Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma:
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning. CVPR 2021: 6596-6605 - [i3]Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma:
ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning. CoRR abs/2106.08523 (2021) - [i2]Wenqi Zeng, Siqin Cao, Xuhui Huang, Yuan Yao:
A Note on Learning Rare Events in Molecular Dynamics using LSTM and Transformer. CoRR abs/2107.06573 (2021) - 2020
- [j16]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): 1034-1044 (2020) - [j15]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: 387-395 (2020) - [c35]Subrata Mukherjee, Xuhui Huang, Vivek T. Rathod, Lalita Udpa, Yiming Deng:
Defects Tracking via NDE Based Transfer Learning. ICPHM 2020: 1-8
2010 – 2019
- 2019
- [j14]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: 140-147 (2019) - [j13]Xiang Zhang, Liquan Nie, Long Lan, Xuhui Huang, Zhigang Luo:
Stacked Marginal Time Warping for Temporal Alignment. Neural Process. Lett. 49(2): 711-735 (2019) - [j12]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): 1215-1240 (2019) - [j11]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): 3918 (2019) - [c34]Lulu Yang, Long Lan, Xiang Zhang, Xuhui Huang, Zhigang Luo:
Attentional Residual Dense Factorized Network for Real-Time Semantic Segmentation. ICANN (3) 2019: 200-212 - 2018
- [c33]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: 544-548 - [c32]Linfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo:
Margin-Embedding Canonical Correlation Analysis with Feature Selection for Person Re-Identification. ICIP 2018: 1648-1652 - [c31]Tuo Wang, Huayue Cai, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo:
Graph-Laplacian Correlated Low-Rank Representation for Subspace Clustering. ICIP 2018: 3748-3752 - [c30]Guohua Dong, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo:
Discrete Graph Hashing via Affine Transformation. ICME 2018: 1-6 - [c29]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: 146-156 - [c28]Huayue Cai, Xiang Zhang, Zhigang Luo, Xuhui Huang:
Box-constrained Discriminant Projective Non-negative Matrix Factorization through Augmented Lagrangian Multiplier Method. IJCNN 2018: 1-8 - [c27]Xing Chen, Xiang Zhang, Huibin Tan, Long Lan, Zhigang Luo, Xuhui Huang:
Multi-granularity Hierarchical Attention Siamese Network for Visual Tracking. IJCNN 2018: 1-8 - [c26]Linfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo:
Ranking-Embedded Transfer Canonical Correlation Analysis for Person Re-Identification. IJCNN 2018: 1-8 - [c25]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: 559-573 - [i1]Yunzhe Hao, Xuhui Huang, Meng Dong, Bo Xu:
A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule. CoRR abs/1812.06574 (2018) - 2017
- [j10]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): 152-160 (2017) - [j9]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:
Massively parallel de novo protein design for targeted therapeutics. Nat. 550(7674): 74-79 (2017) - [c24]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: 442-449 - [c23]Weijiang Feng, Xiang Zhang, Xuhui Huang, Zhigang Luo:
Attention Focused Spatial Pyramid Pooling for Boxless Action Recognition in Still Images. ICANN (2) 2017: 574-581 - [c22]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: 3066-3070 - [c21]Weijiang Feng, Xiang Zhang, Xuhui Huang, Zhigang Luo:
Boxless Action Recognition in Still Images via Recurrent Visual Attention. ICONIP (2) 2017: 663-673 - 2016
- [c20]Liquan Nie, Yuanyuan Wang, Xiang Zhang, Xuhui Huang, Zhigang Luo:
Enhancing temporal alignment with autoencoder regularization. IJCNN 2016: 4873-4879 - [c19]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: 1104-1109 - 2015
- [j8]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) - [j7]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) - [c18]Shuqiong Fan, Fen Miao, Ruiqing Ma, Ye Li, Xuhui Huang:
A multi-feature based morphological algorithm for ST shape classification. EMBC 2015: 5834-5837 - [c17]Long Lan, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo:
Labelwalking nonnegative matrix factorization. ICASSP 2015: 2299-2303 - [c16]Cherong Zhou, Xiang Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo:
Semi-supervised Non-negative Local Coordinate Factorization. ICONIP (2) 2015: 106-113 - [c15]Wenju Zhang, Naiyang Guan, Dacheng Tao, Bin Mao, Xuhui Huang, Zhigang Luo:
Correntropy supervised non-negative matrix factorization. IJCNN 2015: 1-8 - [c14]Shuyi Wu, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo:
Non-negative Low-Rank and Group-Sparse Matrix Factorization. MMM (2) 2015: 536-547 - [c13]Huibin Tan, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo:
Two-Dimensional Euler PCA for Face Recognition. MMM (2) 2015: 548-559 - [c12]Jue Wang, Naiyang Guan, Xuhui Huang, Zhigang Luo:
Constraint-Relaxation Approach for Nonnegative Matrix Factorization: A Case Study. SMC 2015: 2192-2197 - [c11]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: 2198-2203 - 2014
- [j6]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) - [c10]Yuanyuan Wang, Naiyang Guan, Bin Mao, Xuhui Huang, Zhigang Luo:
Translation non-negative matrix factorization with fast optimization. SMC 2014: 2871-2874 - [c9]Bin Mao, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo:
Correntropy induced metric based graph regularized non-negative matrix factorization. SPAC 2014: 163-168 - [c8]Weijiang Feng, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo:
Single image defogging with single and multiple hybrid scattering model. SPAC 2014: 247-252 - [c7]Wenju Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo, Jianwu Li:
Overlapping community detection via link partition of asymmetric weighted graph. SPAC 2014: 417-422 - 2013
- [j5]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): 95-104 (2013) - [j4]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) - 2012
- [j3]Samuel Flores, Julie Bernauer, Seokmin Shin, Ruhong Zhou, Xuhui Huang:
Multiscale modeling of macromolecular biosystems. Briefings Bioinform. 13(4): 395-405 (2012) - [j2]Lu Zhang, Daniel-Adriano Silva, YiJing Yan, Xuhui Huang:
Force field development for cofactors in the photosystem II. J. Comput. Chem. 33(25): 1969-1980 (2012) - [c6]Long Lan, Xuhui Huang, Naiyang Guan, Zhigang Luo, Xiang Zhang:
Semi-supervised Non-negative Patch Alignment Framework. ICMLA (1) 2012: 174-178 - [c5]Naiyang Guan, Xuhui Huang, Long Lan, Zhigang Luo, Xiang Zhang:
Graph Based Semi-supervised Non-negative Matrix Factorization for Document Clustering. ICMLA (1) 2012: 404-408 - 2011
- [j1]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) - [c4]Julie Bernauer, Samuel Flores, Xuhui Huang, Seokmin Shin, Ruhong Zhou:
Session Introduction. Pacific Symposium on Biocomputing 2011: 177-180 - 2010
- [c3]Xuhui Huang, Wei Zhu, Dongxin Lu:
Underground miners localization system based on ZigBee and WebGIS. Geoinformatics 2010: 1-5 - [c2]Samuel Flores, Julie Bernauer, Xuhui Huang, Ruhong Zhou, Seokmin Shin:
Session Introduction. Pacific Symposium on Biocomputing 2010: 200-204 - [c1]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: 228-239
Coauthor Index
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