Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jian Huang

An error analysis of generative adversarial networks for learning distributions


Jun 12, 2021
Jian Huang, Yuling Jiao, Zhen Li, Shiao Liu, Yang Wang, Yunfei Yang


  Access Paper or Ask Questions

Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks


May 01, 2021
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang

* Guohao Shen and Yuling Jiao contributed equally to this work. Co-corresponding authors: Yuanyuan Lin (Email: [email protected]) and Jian Huang (Email: [email protected]

  Access Paper or Ask Questions

Natural grasp intention recognition based on gaze fixation in human-robot interaction


Dec 16, 2020
Bo Yang, Jian Huang, Xiaolong Li, Xinxing Chen, Caihua Xiong, Yasuhisa Hasegawa


  Access Paper or Ask Questions

Generative Learning With Euler Particle Transport


Dec 11, 2020
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Zhijian Yang

* arXiv admin note: substantial text overlap with arXiv:2002.02862 

  Access Paper or Ask Questions

EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks


Oct 30, 2020
Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin, Ricardo Chavarriaga, Dongrui Wu


  Access Paper or Ask Questions

Transfer Learning for Brain-Computer Interfaces: A Complete Pipeline


Jul 03, 2020
Dongrui Wu, Ruimin Peng, Jian Huang, Zhigang Zeng


  Access Paper or Ask Questions

Deep Dimension Reduction for Supervised Representation Learning


Jun 10, 2020
Jian Huang, Yuling Jiao, Xu Liao, Jin Liu, Zhou Yu


  Access Paper or Ask Questions

Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games


May 26, 2020
Hao Chen, Chang Wang, Jian Huang, Jianxing Gong


  Access Paper or Ask Questions

BoostTree and BoostForest for Ensemble Learning


Mar 21, 2020
Changming Zhao, Dongrui Wu, Jian Huang, Ye Yuan, Hai-Tao Zhang


  Access Paper or Ask Questions

Learning Implicit Generative Models with Theoretical Guarantees


Feb 17, 2020
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu


  Access Paper or Ask Questions

On Newton Screening


Feb 07, 2020
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu, Yuanyuan Yang


  Access Paper or Ask Questions

A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models


Jan 16, 2020
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu


  Access Paper or Ask Questions

Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction


Jan 12, 2020
Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin


  Access Paper or Ask Questions

Domain adversarial learning for emotion recognition


Oct 24, 2019
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

* submitted to ICASSP2020 

  Access Paper or Ask Questions

Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition


Oct 24, 2019
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

* Proc. Interspeech 2019, 3840-3844 

  Access Paper or Ask Questions

Conversational Emotion Analysis via Attention Mechanisms


Oct 24, 2019
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

* Proc. Interspeech 2019, 1936-1940 

  Access Paper or Ask Questions

Expression Analysis Based on Face Regions in Read-world Conditions


Oct 23, 2019
Zheng Lian, Ya Li, Jian-Hua Tao, Jian Huang, Ming-Yue Niu

* International Journal of Automation and Computing 2018 

  Access Paper or Ask Questions

Speech Emotion Recognition via Contrastive Loss under Siamese Networks


Oct 23, 2019
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang

* ASMMC-MMAC 2018 Proceedings of the Joint Workshop of the 4th Workshop on Affective Social Multimedia Computing and first Multi-Modal Affective Computing of Large-Scale Multimedia Data 

  Access Paper or Ask Questions

On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression


Mar 25, 2019
Dongrui Wu, Chin-Teng Lin, Jian Huang, Zhigang Zeng


  Access Paper or Ask Questions

Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning


Nov 11, 2018
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang


  Access Paper or Ask Questions

SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties


Oct 09, 2018
Jian Huang, Yuling Jiao, Xiliang Lu, Yueyong Shi, Qinglong Yang


  Access Paper or Ask Questions

Investigation of Multimodal Features, Classifiers and Fusion Methods for Emotion Recognition


Sep 13, 2018
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang

* 9 pages, 11 figures and 4 Tables. EmotiW2018 challenge 

  Access Paper or Ask Questions

Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression


Aug 08, 2018
Dongrui Wu, Jian Huang


  Access Paper or Ask Questions

Active Learning for Regression Using Greedy Sampling


Aug 08, 2018
Dongrui Wu, Chin-Teng Lin, Jian Huang


  Access Paper or Ask Questions

A Unified Primal Dual Active Set Algorithm for Nonconvex Sparse Recovery


Jan 06, 2018
Jian Huang, Yuling Jiao, Bangti Jin, Jin Liu, Xiliang Lu, Can Yang


  Access Paper or Ask Questions

Photo-Guided Exploration of Volume Data Features


Oct 18, 2017
Mohammad Raji, Alok Hota, Robert Sisneros, Peter Messmer, Jian Huang

* 9 pages 

  Access Paper or Ask Questions