Zheng Lian

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 98

Top Topics

Sentiment Analysis

Emotion Recognition

Top Venues

MuSe @ ACM Multimedia

Publications

Zheng Lian, Haiyang Sun, Licai Sun, Jiangyan Yi, Bin Liu, Jianhua Tao
AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition. CoRR (2024)
Zhuofan Wen, Fengyu Zhang, Siyuan Zhang, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild. CoRR (2024)
Hao Gu, Jiangyan Yi, Zheng Lian, Jianhua Tao, Xinrui Yan
NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption. LREC/COLING (2024)
Mingyu Xu, Zheng Lian, Bin Liu, Zerui Chen, Jianhua Tao
Pseudo Labels Regularization for Imbalanced Partial-Label Learning. ICASSP (2024)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition. Inf. Fusion 108 (2024)
Rui Liu, Haolin Zuo, Zheng Lian, Xiaofen Xing, Björn W. Schuller, Haizhou Li
Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset. CoRR (2024)
Zheng Lian, Bin Liu, Jianhua Tao
PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Chunchao Zhang, Zhi-Jie Zhou, Pengyun Ning, Peng Zhang, Zheng Lian, Zhichao Ming
MBRB: Micro-belief rule Base model based on cautious conjunctive rule for interpretable fault diagnosis. Eng. Appl. Artif. Intell. 135 (2024)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis. IEEE Trans. Affect. Comput. 15 (1) (2024)
Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. CoRR (2024)
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition. CoRR (2024)
Kang Chen, Zheng Lian, Haiyang Sun, Bin Liu, Jianhua Tao
Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark for Deception Reasoning. CoRR (2024)
Zheng Lian, Zhi-Jie Zhou, Changhua Hu, Zhichao Ming, Jie Wang, Yu Zhao
A Belief Rule-Based Performance Evaluation Model for Complex Systems Considering Sensors Disturbance. IEEE Trans. Reliab. 73 (2) (2024)
Licai Sun, Zheng Lian, Kexin Wang, Yu He, Mingyu Xu, Haiyang Sun, Bin Liu, Jianhua Tao
SVFAP: Self-supervised Video Facial Affect Perceiver. CoRR (2024)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition. CoRR (2024)
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Bin Liu, Jianhua Tao
GPT-4V with emotion: A zero-shot benchmark for Generalized Emotion Recognition. Inf. Fusion 108 (2024)
Zheng Lian, Zhi-Jie Zhou, Chang-Hua Hu, Jie Wang, Chun-Chao Zhang, Chao-Li Zhang
A health assessment method with attribute importance modeling for complex systems using belief rule base. Reliab. Eng. Syst. Saf. 251 (2024)
Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander Hauptmann
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. CoRR (2024)
Mingyu Xu, Zheng Lian
Pseudo Labels Regularization for Imbalanced Partial-Label Learning. CoRR (2023)
Mingyu Xu, Shun Chen, Zheng Lian, Bin Liu
Humor Detection System for MuSE 2023: Contextual Modeling, Pesudo Labelling, and Post-smoothing. MuSe@ACM Multimedia (2023)
Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao
DALI: Dynamically Adjusted Label Importance for Noisy Partial Label Learning. CoRR (2023)
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Jianhua Tao, Licai Sun, Cong Cai, Meng Wang, Yuan Cheng
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition. INTERSPEECH (2023)
Jie Wang, Zhi-Jie Zhou, Zhichao Ming, Peng Zhang, Zheng Lian, Zhi-Gang Li
Inference, Optimization, and Analysis of an Evidential Reasoning Rule-Based Modeling Approach. IEEE Trans. Aerosp. Electron. Syst. 59 (4) (2023)
Jiangyan Yi, Jianhua Tao, Ruibo Fu, Xinrui Yan, Chenglong Wang, Tao Wang, Chu Yuan Zhang, Xiaohui Zhang, Yan Zhao, Yong Ren, Le Xu, Junzuo Zhou, Hao Gu, Zhengqi Wen, Shan Liang, Zheng Lian, Shuai Nie, Haizhou Li
ADD 2023: the Second Audio Deepfake Detection Challenge. CoRR (2023)
Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning. NeurIPS (2023)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition. CoRR (2023)
Zheng Lian, Licai Sun, Mingyu Xu, Haiyang Sun, Ke Xu, Zhuofan Wen, Shun Chen, Bin Liu, Jianhua Tao
Explainable Multimodal Emotion Reasoning. CoRR (2023)
Zheng Lian, Bin Liu, Jianhua Tao
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Bin Liu, Qian Ge, Zihan Wu, Zheng Lian, Lijian Yang, Hao Geng
The Signal Characteristics of Oil and Gas Pipeline Leakage Detection Based on Magneto-Mechanical Effects. Sensors 23 (4) (2023)
Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao
VRA: Variational Rectified Activation for Out-of-distribution Detection. NeurIPS (2023)
Qi Fan, Haolin Zuo, Rui Liu, Zheng Lian, Guanglai Gao
Learning Noise-Robust Joint Representation for Multimodal Emotion Recognition under Realistic Incomplete Data Scenarios. CoRR (2023)
Zheng Lian, Yanan Zhang, Haichang Li, Rui Wang, Xiaohui Hu
Cross modification attention-based deliberation model for image captioning. Appl. Intell. 53 (5) (2023)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition. ACM Multimedia (2023)
Jiangyan Yi, Jianhua Tao, Ruibo Fu, Xinrui Yan, Chenglong Wang, Tao Wang, Chu Yuan Zhang, Xiaohui Zhang, Yan Zhao, Yong Ren, Le Xu, Junzuo Zhou, Hao Gu, Zhengqi Wen, Shan Liang, Zheng Lian, Shuai Nie, Haizhou Li
ADD 2023: the Second Audio Deepfake Detection Challenge. DADA@IJCAI (2023)
Ke Xu, Kang Chen, Licai Sun, Zheng Lian, Bin Liu, Gong Chen, Haiyang Sun, Mingyu Xu, Jianhua Tao
Integrating VideoMAE based model and Optical Flow for Micro- and Macro-expression Spotting. ACM Multimedia (2023)
Mingyue Niu, Jianhua Tao, Bin Liu, Jian Huang, Zheng Lian
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection. IEEE Trans. Affect. Comput. 14 (1) (2023)
Haiyang Sun, Fulin Zhang, Zheng Lian, Yingying Guo, Shilei Zhang
MFAS: Emotion Recognition through Multiple Perspectives Fusion Architecture Search Emulating Human Cognition. CoRR (2023)
Haiyang Sun, Zhuofan Wen, Mingyu Xu, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
Exclusive Modeling for MuSe-Personalisation Challenge. MuSe@ACM Multimedia (2023)
Zheng Lian, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MRAC'23: 1st International Workshop on Multimodal and Responsible Affective Computing. ACM Multimedia (2023)
Haiyang Sun, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
RMNAS: A Multimodal Neural Architecture Search Framework For Robust Multimodal Sentiment Analysis. CoRR (2023)
Mingyu Xu, Kexin Wang, Zheng Lian
An efficient method for Out-of-Distribution Detection. CoRR (2023)
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Zheng Lian, Haiyang Sun, Licai Sun, Kang Chen, Mingyu Xu, Kexin Wang, Ke Xu, Yu He, Ying Li, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. ACM Multimedia (2023)
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Shun Chen, Bin Liu, Jianhua Tao
GPT-4V with Emotion: A Zero-shot Benchmark for Multimodal Emotion Understanding. CoRR (2023)
Zheng Lian, Haiyang Sun, Licai Sun, Jinming Zhao, Ye Liu, Bin Liu, Jiangyan Yi, Meng Wang, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. CoRR (2023)
Zheng Lian, Zhi-Jie Zhou, Xin Zhang, Zhichao Feng, Xiaoxia Han, Changhua Hu
Fault Diagnosis for Complex Equipment Based on Belief Rule Base with Adaptive Nonlinear Membership Function. Entropy 25 (3) (2023)
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis. CoRR (2022)
Zheng Lian, Yiming Nie, Bin Dai, Xiaoyu Xu
Improved RepVGG-based Anchor-free Algorithm for On-road Object Detection. ITSC (2022)
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Licai Sun, Cong Cai, Jianhua Tao, Meng Wang, Yuan Cheng
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition. CoRR (2022)
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation. CoRR (2022)
Zheng Lian, Rui Wang, Haichang Li, Xiaohui Hu
Context-Assisted Attention for Image Captioning. ICANN (1) (2022)
Jiahao Lu, Bin Liu, Zheng Lian, Cong Cai, Jianhua Tao, Ziping Zhao
Prediction of Depression Severity Based on Transformer Encoder and CNN Model. ISCSLP (2022)
Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
Multimodal Temporal Attention in Sentiment Analysis. MuSe @ ACM Multimedia (2022)
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai, Yu He
Two-Aspect Information Interaction Model for ABAW4 Multi-task Challenge. ECCV Workshops (6) (2022)
Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
ARNet: Automatic Refinement Network for Noisy Partial Label Learning. CoRR (2022)
Kexin Wang, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao, Yin Fan
Emotional Reaction Analysis based on Multi-Label Graph Convolutional Networks and Dynamic Facial Expression Recognition Transformer. MuSe @ ACM Multimedia (2022)
Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest. CoRR (2022)
Ziming Li, Yan Zhou, Weibo Zhang, Yaxin Liu, Chuanpeng Yang, Zheng Lian, Songlin Hu
AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis. COLING (2022)
Jiangyan Yi, Ruibo Fu, Jianhua Tao, Shuai Nie, Haoxin Ma, Chenglong Wang, Tao Wang, Zhengkun Tian, Ye Bai, Cunhang Fan, Shan Liang, Shiming Wang, Shuai Zhang, Xinrui Yan, Le Xu, Zhengqi Wen, Haizhou Li, Zheng Lian, Bin Liu
ADD 2022: the First Audio Deep Synthesis Detection Challenge. CoRR (2022)
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge. CoRR (2022)
Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest. COLING (2022)
Licai Sun, Bin Liu, Jianhua Tao, Zheng Lian
Multimodal Cross- and Self-Attention Network for Speech Emotion Recognition. ICASSP (2021)
Sanjana Srivastava, Chengshu Li, Michael Lingelbach, Roberto Martín-Martín, Fei Xia, Kent Elliott Vainio, Zheng Lian, Cem Gokmen, Shyamal Buch, C. Karen Liu, Silvio Savarese, Hyowon Gweon, Jiajun Wu, Li Fei-Fei
BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments. CoRL (2021)
Kai Zhang, Zheng Lian, Jiangmeng Li, Haichang Li, Xiaohui Hu
Short Text Clustering with a Deep Multi-embedded Self-supervised Model. ICANN (5) (2021)
Zheng Lian, Yanan Zhang, Haichang Li, Rui Wang, Xiaohui Hu
Cross Modification Attention Based Deliberation Model for Image Captioning. CoRR (2021)
Licai Sun, Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
Multimodal Emotion Recognition and Sentiment Analysis via Attention Enhanced Recurrent Model. MuSe @ ACM Multimedia (2021)
Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu
Correction to: Semi-supervised Ladder Networks for Speech Emotion Recognition. Int. J. Autom. Comput. 18 (4) (2021)
Sanjana Srivastava, Chengshu Li, Michael Lingelbach, Roberto Martín-Martín, Fei Xia, Kent Vainio, Zheng Lian, Cem Gokmen, Shyamal Buch, C. Karen Liu, Silvio Savarese, Hyowon Gweon, Jiajun Wu, Li Fei-Fei
BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments. CoRR (2021)
Zheng Lian, Rongxiu Zhong, Zhengqi Wen, Bin Liu, Jianhua Tao
Towards Fine-Grained Prosody Control for Voice Conversion. ISCSLP (2021)
Zheng Lian, Bin Liu, Jianhua Tao
DECN: Dialogical emotion correction network for conversational emotion recognition. Neurocomputing 454 (2021)
Zheng Lian, Bin Liu, Jianhua Tao
CTNet: Conversational Transformer Network for Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Cong Cai, Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Mingyu Xu, Kexin Wang
Multimodal Sentiment Analysis based on Recurrent Neural Network and Multimodal Attention. MuSe @ ACM Multimedia (2021)
Bin Liu, He Zhang, Baoping Zhang, Zheng Lian, Lijian Yang, Tong Liu
Investigating the Characteristic of Weak Magnetic Stress Internal Detection Signals of Long-Distance Oil and Gas Pipeline Under Demagnetization Effect. IEEE Trans. Instrum. Meas. 70 (2021)
Chunming Tang, Ruiyu Sun, Zheng Lian, Wenyan Zhu
PLSMS model for restoration of the details concealed by light sources in nighttime hazed image. Signal Image Video Process. 15 (2) (2021)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition. INTERSPEECH (2020)
Licai Sun, Zheng Lian, Jianhua Tao, Bin Liu, Mingyue Niu
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism. MuSe @ ACM Multimedia (2020)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks. INTERSPEECH (2020)
Zheng Lian, Zhengqi Wen, Xinyong Zhou, Songbai Pu, Shengkai Zhang, Jianhua Tao
ARVC: An Auto-Regressive Voice Conversion System Without Parallel Training Data. INTERSPEECH (2020)
Zheng Lian, Haichang Li, Rui Wang, Xiaohui Hu
Enhanced soft attention mechanism with an inception-like module for image captioning. ICTAI (2020)
Zheng Lian, Mang Su, Anmin Fu, Huaqun Wang, Chunyi Zhou
Proxy Re-Encryption Scheme For Complicated Access Control Factors Description in Hybrid Cloud. ICC (2020)
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang, Mingyue Niu
Expression Analysis Based on Face Regions in Real-world Conditions. Int. J. Autom. Comput. 17 (1) (2020)
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian, Mingyue Niu
Multimodal Transformer Fusion for Continuous Emotion Recognition. ICASSP (2020)
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian
Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition. INTERSPEECH (2020)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. INTERSPEECH (2019)
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang
Speech Emotion Recognition via Contrastive Loss under Siamese Networks. CoRR (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Conversational Emotion Analysis via Attention Mechanisms. CoRR (2019)
Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu
Semi-supervised Ladder Networks for Speech Emotion Recognition. Int. J. Autom. Comput. 16 (4) (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. CoRR (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Domain adversarial learning for emotion recognition. CoRR (2019)
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang, Mingyue Niu
Expression Analysis Based on Face Regions in Read-world Conditions. CoRR (2019)
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
Conversational Emotion Analysis via Attention Mechanisms. INTERSPEECH (2019)
Zheng Lian, Jianhua Tao, Zhengqi Wen, Bin Liu, Yibin Zheng, Rongxiu Zhong
Towards Fine-Grained Prosody Control for Voice Conversion. CoRR (2019)
Mingyue Niu, Jianhua Tao, Ya Li, Jian Huang, Zheng Lian
Discriminative Video Representation with Temporal Order for Micro-expression Recognition. ICASSP (2019)
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Jiangyan Yi
End-to-End Continuous Emotion Recognition from Video Using 3D Convlstm Networks. ICASSP (2018)
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang
Investigation of Multimodal Features, Classifiers and Fusion Methods for Emotion Recognition. CoRR (2018)
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Mingyue Niu, Minghao Yang
Deep Learning for Continuous Multiple Time Series Annotations. AVEC@MM (2018)
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Mingyue Niu, Minghao Yang
Multimodal Continuous Emotion Recognition with Data Augmentation Using Recurrent Neural Networks. AVEC@MM (2018)
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Zhengqi Wen, Minghao Yang, Jiangyan Yi
Continuous Multimodal Emotion Prediction Based on Long Short Term Memory Recurrent Neural Network. AVEC@ACM Multimedia (2017)