Zhen Liang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 77

Top Topics

Emotion Recognition

Top Venues

Publications

Yuanyuan Peng, Aidi Lin, Meng Wang, Tian Lin, Ke Zou, Yinglin Cheng, Tingkun Shi, Xuelong Li, Lixia Feng, Zhen Liang, Xinjian Chen, Huazhu Fu, Haoyu Chen
Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images. CoRR (2024)
Dejin Ren, Zhen Liang, Chenyu Wu, Jianqiang Ding, Taoran Wu, Bai Xue
Inner-Approximate Reachability Computation via Zonotopic Boundary Analysis. CAV (3) (2024)
Zhen Liang, Dejin Ren, Bai Xue, Ji Wang, Wenjing Yang, Wanwei Liu
Verifying safety of neural networks from topological perspectives. Sci. Comput. Program. 236 (2024)
Yue Pan, Qile Liu, Qing Liu, Li Zhang, Gan Huang, Xin Chen, Fali Li, Peng Xu, Zhen Liang
DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis. CoRR (2024)
Ziyu Wu, Fangting Xie, Yiran Fang, Zhen Liang, Quan Wan, Yufan Xiong, Xiaohui Cai
Seeing through the Tactile: 3D Human Shape Estimation from Temporal In-Bed Pressure Images. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Rushuang Zhou, Zhiguo Zhang, Hong Fu, Li Zhang, Linling Li, Gan Huang, Fali Li, Xin Yang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. IEEE Trans. Affect. Comput. 15 (2) (2024)
Dejin Ren, Zhen Liang, Chenyu Wu, Jianqiang Ding, Taoran Wu, Bai Xue
Inner-approximate Reachability Computation via Zonotopic Boundary Analysis. CoRR (2024)
Wei Quan, Linxuan Li, Cheng Han, Yuechen Zhang, Yongqing Cai, Zhen Liang, Mingming Zheng, Rui Wang
Objective Evaluation of VR Sickness and Analysis of Its Relationship with VR Presence. ICIC (10) (2024)
Zhen Liang, Tiyu Fang, Yanzhu Hu, Yingjian Wang
Sparse depth densification for monocular depth estimation. Multim. Tools Appl. 83 (5) (2024)
Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang
Credit assignment for trained neural networks based on Koopman operator theory. Frontiers Comput. Sci. 18 (1) (2024)
Na Cheng, Chuanmei Bi, Yong Shi, Mengya Liu, Anqi Cao, Mengkun Ren, Junfeng Xia, Zhen Liang
Effect Predictor of Driver Synonymous Mutations Based on Multi-Feature Fusion and Iterative Feature Representation Learning. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Mingjie Zhao, Fangting Xie, Ziyu Wu, Zhen Liang, Xiaohui Cai
3D Human Pose Estimation Using Pressure Images on a Smart Chair. CVIPPR (2024)
Zhenwei Zhang, Shengming Zhang, Dong Ni, Zhaoguo Wei, Kongjun Yang, Shan Jin, Gan Huang, Zhen Liang, Li Zhang, Linling Li, Huijun Ding, Zhiguo Zhang, Jianhong Wang
Multimodal Sensing for Depression Risk Detection: Integrating Audio, Video, and Text Data. Sensors 24 (12) (2024)
Zhen Liang, Taoran Wu, Ran Zhao, Bai Xue, Ji Wang, Wenjing Yang, Shaojun Deng, Wanwei Liu
UR4NNV: Neural Network Verification, Under-approximation Reachability Works! CoRR (2024)
Qile Liu, Zhihao Zhou, Jiyuan Wang, Zhen Liang
Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition. CoRR (2024)
Xunshan Liu, Zhen Liang, Zhetong Jin, Xu Zhang, Chengshuo Shen
Enantiomerization of five-membered-heterocycle-embedded helicenes: A DFT study. J. Comput. Chem. 45 (8) (2024)
Xinxu Zhou, Zhen Liang, Weishan Ye, Junqi Xue, Honghai Liu, Min Zhang, Zhiguo Zhang
EmoTVR: A Hybrid Model to Estimate Continuous-Time and Continuous-Level Emotion from Electroencephalography. ICASSP (2024)
Ting Luo, Jing Zhang, Yingwei Qiu, Li Zhang, Yaohua Hu, Zhuliang Yu, Zhen Liang
MDDD: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition. CoRR (2024)
Zhenxi Song, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min Zhang, Zhiguo Zhang
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations. CoRR (2024)
Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study. CoRR (2023)
Rushuang Zhou, Weishan Ye, Zhiguo Zhang, Yanyang Luo, Li Zhang, Linling Li, Gan Huang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition. CoRR (2023)
Shuyue Xu, Zhiguo Zhang, Linling Li, Yongjie Zhou, Danyi Lin, Min Zhang, Li Zhang, Gan Huang, Xiqin Liu, Benjamin Becker, Zhen Liang
Functional connectivity profiles of the default mode and visual networks reflect temporal accumulative effects of sustained naturalistic emotional experience. NeuroImage 269 (2023)
Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang
A Geometrical Characterization on Feature Density of Image Datasets. ICME (2023)
Zhen Liang, Taoran Wu, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang
Repairing Deep Neural Networks Based on Behavior Imitation. CoRR (2023)
Ye Tao, Wanwei Liu, Fu Song, Zhen Liang, Ji Wang, Hongxu Zhu
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks. CoRR (2023)
Zhen Liang, Xikai Fu, Xiaolei Lv
A Novel Channel Inconsistency Calibration Algorithm for Azimuth Multichannel SAR Based on Fourth-Order Cumulant. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Ziyu Wu, Quan Wan, Mingjie Zhao, Yi Ke, Yiran Fang, Zhen Liang, Fangting Xie, Jingyuan Cheng
MassNet: A Deep Learning Approach for Body Weight Extraction from A Single Pressure Image. CoRR (2023)
Weijie Zhang, Yichu Shan, Lili Zhao, Zhen Liang, Chao Liu, Lihua Zhang, Yukui Zhang
ComMap: a software to perform large-scale structure-based mapping for cross-linking mass spectrometry. Bioinform. 39 (2) (2023)
Zhen Liang, Dejin Ren, Bai Xue, Ji Wang, Wenjing Yang, Wanwei Liu
Verifying Safety of Neural Networks from Topological Perspectives. CoRR (2023)
Zhen Liang, Taoran Wu, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang, Zhengbin Pang
Towards robust neural networks via a global and monotonically decreasing robustness training strategy. Frontiers Inf. Technol. Electron. Eng. 24 (10) (2023)
Weishan Ye, Zhiguo Zhang, Min Zhang, Fei Teng, Li Zhang, Linling Li, Gan Huang, Jianhong Wang, Dong Ni, Zhen Liang
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition. CoRR (2023)
Ye Tao, Wanwei Liu, Fu Song, Zhen Liang, Ji Wang, Hongxu Zhu
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks. ATVA (1) (2023)
Michael Hennecke, Jeff Olivier, Tom Nabarro, Zhen Liang, Yawei Niu, Shilong Wang, Xuezhao Liu
DAOS Beyond Persistent Memory: Architecture and Initial Performance Results. ISC Workshops (2023)
Zhen Liang, Dejin Ren, Wanwei Liu, Ji Wang, Wenjing Yang, Bai Xue
Safety Verification for Neural Networks Based on Set-Boundary Analysis. TASE (2023)
Muhammad Waleed Aslam, Zhen Liang, Guanghua Xu, Wenwu Deng, Qijun Ying, Jingyuan Cheng
Gym Exercises Monitoring with Smart Gloves: Exercise Recognition, Repetition Counting, and Imbalance Quantification. ICMLC (2023)
Ziyu Wu, Quan Wan, Mingjie Zhao, Yi Ke, Yiran Fang, Zhen Liang, Fangting Xie, Jingyuan Cheng
MassNet: A Deep Learning Approach for Body Weight Extraction from A Single Pressure Image. PERCOM (2023)
Zhen Liang, Dejin Ren, Wanwei Liu, Ji Wang, Wenjing Yang, Bai Xue
Safety Verification for Neural Networks Based on Set-boundary Analysis. CoRR (2022)
Yongtao Zhang, Yue Pan, Yulin Zhang, Linling Li, Li Zhang, Gan Huang, Zhen Liang, Zhiguo Zhang
Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition. CoRR (2022)
Zhenxing Hu, Zhiguo Zhang, Zhen Liang, Li Zhang, Linling Li, Gan Huang
A new perspective on individual reliability beyond group effect for event-related potentials: A multisensory investigation and computational modeling. NeuroImage 250 (2022)
Li Zhang, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang
A Novel Method to Preserve Scale-Free Property for the Inference of Dynamic Effective Connectivity Networks From fMRI. ISBI (2022)
Tiyu Fang, Zhen Liang, Xiuli Shao, Zihao Dong, Jinping Li
Depth Removal Distillation for RGB-D Semantic Segmentation. ICASSP (2022)
Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang
Credit Assignment for Trained Neural Networks Based on Koopman Operator Theory. CoRR (2022)
Weijie Zhang, Pengyun Gong, Yichu Shan, Lili Zhao, Hongke Hu, Qiushi Wei, Zhen Liang, Chao Liu, Lihua Zhang, Yukui Zhang
SpotLink enables sensitive and precise identification of site nonspecific cross-links at the proteome scale. Briefings Bioinform. 23 (5) (2022)
Li Zhang, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang
Estimating scale-free dynamic effective connectivity networks from fMRI using group-wise spatial-temporal regularizations. Neurocomputing 485 (2022)
Gan Huang, Zhenxing Hu, Weize Chen, Shaorong Zhang, Zhen Liang, Linling Li, Li Zhang, Zhiguo Zhang
CV: A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge. NeuroImage 264 (2022)
Rushuang Zhou, Zhiguo Zhang, Xin Yang, Hong Fu, Li Zhang, Linling Li, Gan Huang, Yining Dong, Fali Li, Zhen Liang
A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition. CoRR (2022)
Shaorong Zhang, Zhibin Zhu, Benxin Zhang, Bao Feng, Tianyou Yu, Zhi Li, Zhiguo Zhang, Gan Huang, Zhen Liang
Overall optimization of CSP based on ensemble learning for motor imagery EEG decoding. Biomed. Signal Process. Control. 77 (2022)
Zhen Liang, Xihao Zhang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang
Cross-individual affective detection using EEG signals with audio-visual embedding. Neurocomputing 510 (2022)
Jijin Xu, Zhen Liang
Energy Efficiency Optimization of NOMA IoT Communication for 5G. Mob. Networks Appl. 27 (3) (2022)
Keisuke Fujimoto, Kojiro Hayashi, Risa Katayama, Sehyung Lee, Zhen Liang, Wako Yoshida, Shin Ishii
Deep learning-based image deconstruction method with maintained saliency. Neural Networks 155 (2022)
Wanrou Hu, Li Zhang, Gan Huang, Linling Li, Zhiguo Zhang, Zhen Liang
An Efficient EEG Microstate Analysis Method for Emotion Study. ICBSP (2021)
Li Zhang, Yiwen Pan, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang
An Imaging Genetics Study Based on Brain-wide Genome-wide Association for Identifying Quantitative Trait Loci Related to Pain Sensitivity. CISP-BMEI (2021)
Qianqian Lin, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Ahmed M. Anter, Zhiguo Zhang
Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses. NeuroImage 225 (2021)
Tiyu Fang, Zhen Liang, Xiuli Shao, Zihao Dong, Jinping Li
Self-supervised Multi-view Clustering for Unsupervised Image Segmentation. ICANN (5) (2021)
Li Zhang, Zening Fu, Wenwen Zhang, Gan Huang, Zhen Liang, Linling Li, Bharat B. Biswal, Vince D. Calhoun, Zhiguo Zhang
Accessing dynamic functional connectivity using l0-regularized sparse-smooth inverse covariance estimation from fMRI. Neurocomputing 443 (2021)
Zhen Liang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang, Shin Ishii
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition. CoRR (2021)
Weize Chen, Gan Huang, Zhenxing Hu, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang
. M2VIP (2021)
Zhen Liang, Xikai Fu, Xiaolei Lv
New Channel Errors Estimation Method for Multichannel SAR Based on Virtual Calibration Source. Remote. Sens. 13 (18) (2021)
Xingyi Jin, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang
Neural dynamics of closed-loop alpha wave modulation via phase-locked visual feedback. NER (2021)
Wei Jia, Shiquan Xu, Zhen Liang, Yang Zhao, Hai Min, Shujie Li, Ye Yu
Real-time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector. IET Image Process. 15 (14) (2021)
Xinyue Wang, Shaohui Hou, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang
The Real Time EEG Phase Locked Feedback Control for Alpha Amplitude and Frequency Regulation: An OpenBCI Implementation. ICBBS (2020)
Jiahao Wang, Mengying Wei, Li Zhang, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang
An Autoencoder-based Approach to Predict Subjective Pain Perception from High-density Evoked EEG Potentials. EMBC (2020)
Zhen Liang, Johann Lombardi, Mohamad Chaarawi, Michael Hennecke
DAOS: A Scale-Out High Performance Storage Stack for Storage Class Memory. SCFA (2020)
Gan Huang, Zhenxing Hu, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang
Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording. EMBC (2020)
Ahmed M. Anter, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Zhiguo Zhang
A New Type of Fuzzy-Rule-Based System With Chaotic Swarm Intelligence for Multiclassification of Pain Perception From fMRI. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Zhen Liang, Yong Fan, Di Wang, Johann Lombardi
Distributed Transaction and Self-healing System of DAOS. SMC (2020)
Zhen Liang, Zhongxuan Cai, Minglong Li, Wenjing Yang
Parallel Gym Gazebo: a Scalable Parallel Robot Deep Reinforcement Learning Platform. ICTAI (2019)
Zhen Liang, Hiroshi Higashi, Shigeyuki Oba, Shin Ishii
Brain Dynamics Encoding from Visual Input during Free Viewing of Natural Videos. IJCNN (2019)
Zhen Liang, Shigeyuki Oba, Shin Ishii
An unsupervised EEG decoding system for human emotion recognition. Neural Networks 116 (2019)
Zhen Liang, Yasuyuki Hamada, Shigeyuki Oba, Shin Ishii
Characterization of electroencephalography signals for estimating saliency features in videos. Neural Networks 105 (2018)
Haigang Wu, Bin Li, Zhaohui Wu, Yunfeng Hu, Kun Wang, Zhen Liang, Yang Liu
Fully-integrated linear CMOS power amplifier with proportional series combining transformer for S-Band applications. IEICE Electron. Express 15 (1) (2018)
Hui Ye, Bin Li, Mo Huang, Zhen Liang, Yan Lu
A digital IQ imbalance self-calibration in FDD transceiver. VLSI-DAT (2017)
Zhen Liang, Bin Li, Mo Huang, Yanqi Zheng, Hui Ye, Ken Xu, Fangming Deng
A Low Cost BLE Transceiver with RX Matching Network Reusing PA Load Inductor for WSNs Applications. Sensors 17 (4) (2017)
Yongsheng Liu, Fangming Deng, Yigang He, Bing Li, Zhen Liang, Shuangxi Zhou
Novel Concrete Temperature Monitoring Method Based on an Embedded Passive RFID Sensor Tag. Sensors 17 (7) (2017)
Zhen Liang, Bin Li, Mo Huang, Hui Ye, Ken Xu, Yutao Liu, Yan Lu
A four-band TD-LTE transmitter with wide dynamic range and LPF bandwidth calibration. VLSI-DAT (2017)
Zhen Liang, Hongtao Liu, Joseph N. Mak
Detection of media enjoyment using single-channel EEG. BioCAS (2016)
Yu Hu, Zhen Liang, Zheru Chi, Hong Fu
A combined convolutional neural network and potential region-of-interest model for saliency detection. ICNC (2015)
Mo Huang, Dihu Chen, Zhao Wang, Jianping Guo, Elias H. Dagher, Bin Xu, Ken Xu, Hui Ye, Weiguo Zheng, Zhen Liang, Xiaofeng Liang, Wesley K. Masenten
A power-area-efficient, 3-band, 2-RX MIMO, TD-LTE receiver with direct-coupled ADC. Int. J. Circuit Theory Appl. 43 (6) (2015)
Zhen Liang, Bingang Xu, Zheru Chi, David Dagan Feng
Relative Saliency Model over Multiple Images with an Application to Yarn Surface Evaluation. IEEE Trans. Cybern. 44 (8) (2014)
Zhen Liang, Zheru Chi, Hong Fu, David Dagan Feng
Salient object detection using content-sensitive hypergraph representation and partitioning. Pattern Recognit. 45 (11) (2012)
Zhen Liang, Bingang Xu, Zheru Chi, David Dagan Feng
Intelligent characterization and evaluation of yarn surface appearance using saliency map analysis, wavelet transform and fuzzy ARTMAP neural network. Expert Syst. Appl. 39 (4) (2012)
Zhen Liang, Qiang Fu, Zheru Chi
Eye typing of Chinese characters. ETRA (2012)
Zhen Liang, Hong Fu, Zheru Chi, Dagan Feng
Hypergraph-based saliency map generation with potential region-of-interest approximation and validation. J. Electronic Imaging 21 (1) (2012)
Yun Zhang, Xiaoyu Zhao, Hong Fu, Zhen Liang, Zheru Chi, Xinbo Zhao, David Dagan Feng
A Time Delay Neural Network model for simulating eye gaze data. J. Exp. Theor. Artif. Intell. 23 (1) (2011)
Zhen Liang, Hong Fu, Yun Zhang, Zheru Chi, David Dagan Feng
Content-based image retrieval using a combination of visual features and eye tracking data. ETRA (2010)
Zhen Liang, Hong Fu, Zheru Chi, David Dagan Feng
Refining a region based attention model using eye tracking data. ICIP (2010)
Yun Zhang, Hong Fu, Zhen Liang, Zheru Chi, David Dagan Feng
Eye movement as an interaction mechanism for relevance feedback in a content-based image retrieval system. ETRA (2010)
Zhen Liang, Hong Fu, Zheru Chi, David Dagan Feng
Salient-SIFT for Image Retrieval. ACIVS (1) (2010)
Yun Zhang, Hong Fu, Zhen Liang, Xiaoyu Zhao, Zheru Chi, David Dagan Feng, Xinbo Zhao
Eye movement data modeling using a genetic algorithm. IEEE Congress on Evolutionary Computation (2009)