Zheng Lian

121 papers A* 15A 8Misc 7Journal 65Unranked 25
YearRankTypeTitle / Venue / Authors
2026 A* conf
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking.
AAAI
Jinyang Wu, Mingkuan Feng, Guocheng Zhai, Shuai Zhang, Zheng Lian, Fangrui Lv, Pengpeng Shao, Ruihan Jin, Zhengqi Wen, Jianhua Tao
2026 J jnl
Emotion-LLaMAv2 and MMEVerse: A New Framework and Benchmark for Multimodal Emotion Understanding.
CoRR
Xiaojiang Peng, Jingyi Chen, Zebang Cheng, Bao Peng, Fengyi Wu, Yifei Dong, Shuyuan Tu, Qiyu Hu, Huiting Huang, Yuxiang Lin, Jun-Yan He, Kai Wang, Zheng Lian, Zhi-Qi Cheng
2026 J jnl
Exploring the Use of Large Language Models and Interpretable Features for Explainable Speech Emotion Recognition.
IEEE J. Sel. Top. Signal Process.
Qifei Li, Yingming Gao, Yuhua Wen, Yingying Zhou, Zheng Lian, Bin Liu, Zhengqi Wen, Jianhua Tao, Ya Li
2026 J jnl
IRNet: Iterative Refinement Network for Noisy Partial Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, Lei Feng, Jianhua Tao
2026 J jnl
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao
2025 A* conf
ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection.
ACM Multimedia
Hao Gu, Jiangyan Yi, Chenglong Wang, Jianhua Tao, Zheng Lian, Jiayi He, Yong Ren, Yujie Chen, Zhengqi Wen
2025 Misc conf
Adversarial Training and Gradient Optimization for Partially Deepfake Audio Localization.
ICASSP
Siding Zeng, Jiangyan Yi, Jianhua Tao, Jiayi He, Zheng Lian, Shan Liang, Chuyuan Zhang, Yujie Chen, Xiaohui Zhang
2025 A* conf
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.
ICML
Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao
2025 J jnl
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.
CoRR
Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao
2025 — conf
Are MLLMs Trapped in the Visual Room?
PRCV (7)
Yazhou Zhang, Chunwang Zou, Qimeng Liu, Lu Rong, Ben Yao, Zheng Lian, Qiuchi Li, Peng Zhang, Jing Qin
2025 J jnl
Are MLMs Trapped in the Visual Room?
CoRR
Yazhou Zhang, Chunwang Zou, Qimeng Liu, Lu Rong, Ben Yao, Zheng Lian, Qiuchi Li, Peng Zhang, Jing Qin
2025 J jnl
EMER-Ranker: Learning to Rank Emotion Descriptions in the Absence of Ground Truth.
CoRR
Zheng Lian, Licai Sun, Haoyu Chen, Zebang Cheng, Fan Zhang, Ziyu Jia, Ziyang Ma, Fei Ma, Xiaojiang Peng, Jianhua Tao
2025 J jnl
Emotion-Qwen: Training Hybrid Experts for Unified Emotion and General Vision-Language Understanding.
CoRR
Dawei Huang, Qing Li, Chuan Yan, Zebang Cheng, Yurong Huang, Xiang Li, Bin Li, Xiaohui Wang, Zheng Lian, Xiaojiang Peng
2025 A* conf
Enhancing Multimodal Personality Assessment with LLM-Augmented Hierarchical Fusion.
ACM Multimedia
Longjiang Yang, Cong Yu, Chenxi Huang, Fengyu Zhang, Ran Liu, Zhuofan Wen, Shun Chen, Hailiang Yao, Bin Liu, Zheng Lian, Jianhua Tao
2025 J jnl
Feature-Based Dual Visual Feature Extraction Model for Compound Multimodal Emotion Recognition.
CoRR
Ran Liu, Fengyu Zhang, Cong Yu, Longjiang Yang, Zhuofan Wen, Siyuan Zhang, Hailiang Yao, Shun Chen, Zheng Lian, Bin Liu
2025 A* conf
Hardness-Aware Dynamic Curriculum Learning for Robust Multimodal Emotion Recognition with Missing Modalities.
ACM Multimedia
Rui Liu, Haolin Zuo, Zheng Lian, Hongyu Yuan, Qi Fan
2025 J jnl
Hardness-Aware Dynamic Curriculum Learning for Robust Multimodal Emotion Recognition with Missing Modalities.
CoRR
Rui Liu, Haolin Zuo, Zheng Lian, Hongyu Yuan, Qi Fan
2025 J jnl
Learning Transferable Facial Emotion Representations from Large-Scale Semantically Rich Captions.
CoRR
Licai Sun, Xingxun Jiang, Haoyu Chen, Yante Li, Zheng Lian, Biu Liu, Yuan Zong, Wenming Zheng, Jukka M. Leppänen, Guoying Zhao
2025 — conf
Less is More? Textual-Only Language Model for AVI challenge 2025.
MRAC@MM
Jizhou Cui, Hanzhe Xu, Xuefei Liu, Zheng Lian, Zhengqi Wen, Heng Xie, Ruibo Fu, Yukun Liu, Jianhua Tao
2025 — conf
Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation.
ACL (Findings)
Zhuofan Wen, Zheng Lian, Shun Chen, Hailiang Yao, Longjiang Yang, Bin Liu, Jianhua Tao
2025 Misc conf
MEIJU - The 1st Multimodal Emotion and Intent Joint Understanding Challenge.
ICASSP
Rui Liu, Xiaofen Xing, Zheng Lian, Haizhou Li, Björn W. Schuller, Haolin Zuo
2025 A* conf
MER 2025: When Affective Computing Meets Large Language Models.
ACM Multimedia
Zheng Lian, Rui Liu, Kele Xu, Bin Liu, Xuefei Liu, Yazhou Zhang, Xin Liu, Yong Li, Zebang Cheng, Haolin Zuo, Ziyang Ma, Xiaojiang Peng, Xie Chen, Ya Li, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2025 J jnl
MER 2025: When Affective Computing Meets Large Language Models.
CoRR
Zheng Lian, Rui Liu, Kele Xu, Bin Liu, Xuefei Liu, Yazhou Zhang, Xin Liu, Yong Li, Zebang Cheng, Haolin Zuo, Ziyang Ma, Xiaojiang Peng, Xie Chen, Ya Li, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2025 J jnl
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.
CoRR
Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yuzhe Liang, Minghao Liu, Zhikang Niu, Tianrui Wang, Yuping Wang, Yuxuan Wang, Yihao Wu, Guanrou Yang, Jianwei Yu, Ruibin Yuan, Zhisheng Zheng, Ziya Zhou, Haina Zhu, Wei Xue, Emmanouil Benetos, Kai Yu, Chng Eng Siong, Xie Chen
2025 J jnl
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models.
CoRR
Fan Zhang, Zebang Cheng, Chong Deng, Haoxuan Li, Zheng Lian, Qian Chen, Huadai Liu, Wen Wang, Yifan Zhang, Renrui Zhang, Ziyu Guo, Zhihong Zhu, Hao Wu, Haixin Wang, Yefeng Zheng, Xiaojiang Peng, Xian Wu, Kun Wang, Xiangang Li, Jieping Ye, Pheng-Ann Heng
2025 A* conf
MRAC 2025: 3rd International Workshop on Multimodal, Generative and Responsible Affective Computing.
ACM Multimedia
Zheng Lian, Shreya Ghosh, Erik Cambria, Zhixi Cai, Guoying Zhao, Abhinav Dhall, Björn W. Schuller, Roland Goecke, Jianhua Tao, Tom Gedeon
2025 A* conf
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition.
ICML
Zheng Lian, Haiyang Sun, Licai Sun, Haoyu Chen, Lan Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao
2025 J jnl
P2Mark: Plug-and-play Parameter-intrinsic Watermarking for Neural Speech Generation.
CoRR
Yong Ren, Jiangyan Yi, Tao Wang, Jianhua Tao, Zhengqi Wen, Chenxing Li, Zheng Lian, Ruibo Fu, Ye Bai, Xiaohui Zhang
2025 J jnl
Rethinking Facial Expression Recognition in the Era of Multimodal Large Language Models: Benchmark, Datasets, and Beyond.
CoRR
Fan Zhang, Haoxuan Li, Shengju Qian, Xin Wang, Zheng Lian, Hao Wu, Zhihong Zhu, Yuan Gao, Qiankun Li, Yefeng Zheng, Zhouchen Lin, Pheng-Ann Heng
2025 J jnl
SVFAP: Self-Supervised Video Facial Affect Perceiver.
IEEE Trans. Affect. Comput.
Licai Sun, Zheng Lian, Kexin Wang, Yu He, Mingyu Xu, Haiyang Sun, Bin Liu, Jianhua Tao
2025 J jnl
SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding.
IEEE Trans. Affect. Comput.
Yazhou Zhang, Chunwang Zou, Zheng Lian, Prayag Tiwari, Jing Qin
2025 J jnl
𝒜LLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection.
CoRR
Hao Gu, Jiangyan Yi, Chenglong Wang, Jianhua Tao, Zheng Lian, Jiayi He, Yong Ren, Yujie Chen, Zhengqi Wen
2024 J jnl
AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition.
CoRR
Zheng Lian, Haiyang Sun, Licai Sun, Jiangyan Yi, Bin Liu, Jianhua Tao
2024 J jnl
Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark for Deception Reasoning.
CoRR
Kang Chen, Zheng Lian, Haiyang Sun, Bin Liu, Jianhua Tao
2024 J jnl
Contrastive Learning Based Modality-Invariant Feature Acquisition for Robust Multimodal Emotion Recognition With Missing Modalities.
IEEE Trans. Affect. Comput.
Rui Liu, Haolin Zuo, Zheng Lian, Björn W. Schuller, Haizhou Li
2024 — conf
DPP: A Dual-Phase Processing Method for Cross-Cultural Humor Detection.
MuSe@ACM Multimedia
Shun Chen, Hailiang Yao, Mingyu Xu, Zhuofan Wen, Haiyang Sun, Licai Sun, Zheng Lian, Bin Liu, Fengyu Zhang, Siyuan Zhang, Jianhua Tao
2024 J jnl
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis.
IEEE Trans. Affect. Comput.
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 J jnl
Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset.
CoRR
Rui Liu, Haolin Zuo, Zheng Lian, Xiaofen Xing, Björn W. Schuller, Haizhou Li
2024 A* conf
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.
NeurIPS
Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G. Hauptmann
2024 J jnl
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.
CoRR
Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander Hauptmann
2024 J jnl
GPT-4V with emotion: A zero-shot benchmark for Generalized Emotion Recognition.
Inf. Fusion
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Bin Liu, Jianhua Tao
2024 J jnl
HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition.
CoRR
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 J jnl
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition.
Inf. Fusion
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 — conf
IERP 2024: Induced Emotion Recognition with Personality Characteristics Challenge 2024.
ISCSLP
Cong Cai, Shan Liang, Xuefei Liu, Kang Zhu, Zhenhua Cheng, Zheng Lian, Bin Liu
2024 — conf
Learning Noise-Robust Joint Representation for Multimodal Emotion Recognition under Incomplete Data Scenarios.
MRAC@MM
Qi Fan, Haolin Zuo, Rui Liu, Zheng Lian, Guanglai Gao
2024 — conf
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition.
MRAC@MM
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
2024 J jnl
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition.
CoRR
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
2024 J jnl
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition.
CoRR
Zheng Lian, Licai Sun, Yong Ren, Hao Gu, Haiyang Sun, Lan Chen, Bin Liu, Jianhua Tao
2024 A conf
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition.
INTERSPEECH
Haiyang Sun, Fulin Zhang, Yingying Gao, Shilei Zhang, Zheng Lian, Junlan Feng
2024 — conf
MRAC'24 Track 2: 2nd International Workshop on Multimodal and Responsible Affective Computing.
MRAC@MM
Zheng Lian, Bin Liu, Rui Liu, Kele Xu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2024 J jnl
Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild.
CoRR
Zhuofan Wen, Fengyu Zhang, Siyuan Zhang, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2024 — conf
NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption.
LREC/COLING
Hao Gu, Jiangyan Yi, Zheng Lian, Jianhua Tao, Xinrui Yan
2024 J jnl
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark.
CoRR
Zheng Lian, Haiyang Sun, Licai Sun, Lan Chen, Haoyu Chen, Hao Gu, Zhuofan Wen, Shun Chen, Siyuan Zhang, Hailiang Yao, Mingyu Xu, Kang Chen, Bin Liu, Rui Liu, Shan Liang, Ya Li, Jiangyan Yi, Jianhua Tao
2024 J jnl
PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation.
IEEE Trans. Neural Networks Learn. Syst.
Zheng Lian, Bin Liu, Jianhua Tao
2024 — ed.
Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, MRAC 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024
MRAC@MM
Jianhua Tao, Shreya Ghosh, Zheng Lian, Zhixi Cai, Björn W. Schuller, Abhinav Dhall, Guoying Zhao, Dimitrios Kollias, Erik Cambria, Roland Goecke, Tom Gedeon
2024 Misc conf
Pseudo Labels Regularization for Imbalanced Partial-Label Learning.
ICASSP
Mingyu Xu, Zheng Lian, Bin Liu, Zerui Chen, Jianhua Tao
2024 J jnl
SVFAP: Self-supervised Video Facial Affect Perceiver.
CoRR
Licai Sun, Zheng Lian, Kexin Wang, Yu He, Mingyu Xu, Haiyang Sun, Bin Liu, Jianhua Tao
2024 J jnl
SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding.
CoRR
Yazhou Zhang, Chunwang Zou, Zheng Lian, Prayag Tiwari, Jing Qin
2024 — conf
Social Perception Prediction for MuSe 2024: Joint Learning of Multiple Perceptions.
MuSe@ACM Multimedia
Zhuofan Wen, Hailiang Yao, Shun Chen, Haiyang Sun, Mingyu Xu, Licai Sun, Zheng Lian, Bin Liu, Fengyu Zhang, Siyuan Zhang, Jianhua Tao
2023 — conf
ADD 2023: the Second Audio Deepfake Detection Challenge.
DADA@IJCAI
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
2023 J jnl
ADD 2023: the Second Audio Deepfake Detection Challenge.
CoRR
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
2023 A* conf
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning.
NeurIPS
Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao
2023 J jnl
DALI: Dynamically Adjusted Label Importance for Noisy Partial Label Learning.
CoRR
Mingyu Xu, Zheng Lian, Lei Feng, Bin Liu, Jianhua Tao
2023 A conf
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition.
INTERSPEECH
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Jianhua Tao, Licai Sun, Cong Cai, Meng Wang, Yuan Cheng
2023 — conf
Exclusive Modeling for MuSe-Personalisation Challenge.
MuSe@ACM Multimedia
Haiyang Sun, Zhuofan Wen, Mingyu Xu, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
2023 J jnl
Explainable Multimodal Emotion Reasoning.
CoRR
Zheng Lian, Licai Sun, Mingyu Xu, Haiyang Sun, Ke Xu, Zhuofan Wen, Shun Chen, Bin Liu, Jianhua Tao
2023 J jnl
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
2023 J jnl
GPT-4V with Emotion: A Zero-shot Benchmark for Multimodal Emotion Understanding.
CoRR
Zheng Lian, Licai Sun, Haiyang Sun, Kang Chen, Zhuofan Wen, Hao Gu, Shun Chen, Bin Liu, Jianhua Tao
2023 — conf
Humor Detection System for MuSE 2023: Contextual Modeling, Pesudo Labelling, and Post-smoothing.
MuSe@ACM Multimedia
Mingyu Xu, Shun Chen, Zheng Lian, Bin Liu
2023 A* conf
Integrating VideoMAE based model and Optical Flow for Micro- and Macro-expression Spotting.
ACM Multimedia
Ke Xu, Kang Chen, Licai Sun, Zheng Lian, Bin Liu, Gong Chen, Haiyang Sun, Mingyu Xu, Jianhua Tao
2023 J jnl
Learning Noise-Robust Joint Representation for Multimodal Emotion Recognition under Realistic Incomplete Data Scenarios.
CoRR
Qi Fan, Haolin Zuo, Rui Liu, Zheng Lian, Guanglai Gao
2023 A* conf
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition.
ACM Multimedia
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2023 J jnl
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition.
CoRR
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2023 A* conf
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning.
ACM Multimedia
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
2023 J jnl
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning.
CoRR
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
2023 J jnl
MFAS: Emotion Recognition through Multiple Perspectives Fusion Architecture Search Emulating Human Cognition.
CoRR
Haiyang Sun, Fulin Zhang, Zheng Lian, Yingying Guo, Shilei Zhang
2023 A* conf
MRAC'23: 1st International Workshop on Multimodal and Responsible Affective Computing.
ACM Multimedia
Zheng Lian, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2023 J jnl
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection.
IEEE Trans. Affect. Comput.
Mingyue Niu, Jianhua Tao, Bin Liu, Jian Huang, Zheng Lian
2023 J jnl
RMNAS: A Multimodal Neural Architecture Search Framework For Robust Multimodal Sentiment Analysis.
CoRR
Haiyang Sun, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao
2023 J jnl
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition.
IEEE Trans. Affect. Comput.
Zheng Lian, Bin Liu, Jianhua Tao
2023 A* conf
VRA: Variational Rectified Activation for Out-of-distribution Detection.
NeurIPS
Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao
2022 J jnl
ADD 2022: the First Audio Deep Synthesis Detection Challenge.
CoRR
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
2022 J jnl
ARNet: Automatic Refinement Network for Noisy Partial Label Learning.
CoRR
Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
2022 J jnl
Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis.
CoRR
Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao
2022 J jnl
EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition.
CoRR
Haiyang Sun, Zheng Lian, Bin Liu, Ying Li, Licai Sun, Cong Cai, Jianhua Tao, Meng Wang, Yuan Cheng
2022 — conf
Emotional Reaction Analysis based on Multi-Label Graph Convolutional Networks and Dynamic Facial Expression Recognition Transformer.
MuSe @ ACM Multimedia
Kexin Wang, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao, Yin Fan
2022 J jnl
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation.
CoRR
Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao
2022 — conf
Multimodal Temporal Attention in Sentiment Analysis.
MuSe @ ACM Multimedia
Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
2022 — conf
Prediction of Depression Severity Based on Transformer Encoder and CNN Model.
ISCSLP
Jiahao Lu, Bin Liu, Zheng Lian, Cong Cai, Jianhua Tao, Ziping Zhao
2022 J jnl
Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge.
CoRR
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai
2022 — conf
Two-Aspect Information Interaction Model for ABAW4 Multi-task Challenge.
ECCV Workshops (6)
Haiyang Sun, Zheng Lian, Bin Liu, Jianhua Tao, Licai Sun, Cong Cai, Yu He
2021 J jnl
CTNet: Conversational Transformer Network for Emotion Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Zheng Lian, Bin Liu, Jianhua Tao
2021 J jnl
Correction to: Semi-supervised Ladder Networks for Speech Emotion Recognition.
Int. J. Autom. Comput.
Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu
2021 J jnl
DECN: Dialogical emotion correction network for conversational emotion recognition.
Neurocomputing
Zheng Lian, Bin Liu, Jianhua Tao
2021 Misc conf
Multimodal Cross- and Self-Attention Network for Speech Emotion Recognition.
ICASSP
Licai Sun, Bin Liu, Jianhua Tao, Zheng Lian
2021 — conf
Multimodal Emotion Recognition and Sentiment Analysis via Attention Enhanced Recurrent Model.
MuSe @ ACM Multimedia
Licai Sun, Mingyu Xu, Zheng Lian, Bin Liu, Jianhua Tao, Meng Wang, Yuan Cheng
2021 — conf
Multimodal Sentiment Analysis based on Recurrent Neural Network and Multimodal Attention.
MuSe @ ACM Multimedia
Cong Cai, Yu He, Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao, Mingyu Xu, Kexin Wang
2021 — conf
Towards Fine-Grained Prosody Control for Voice Conversion.
ISCSLP
Zheng Lian, Rongxiu Zhong, Zhengqi Wen, Bin Liu, Jianhua Tao
2020 A conf
ARVC: An Auto-Regressive Voice Conversion System Without Parallel Training Data.
INTERSPEECH
Zheng Lian, Zhengqi Wen, Xinyong Zhou, Songbai Pu, Shengkai Zhang, Jianhua Tao
2020 — conf
CASIA Voice Conversion System for the Voice Conversion Challenge 2020.
Blizzard Challenge / Voice Conversion Challenge
Zheng Lian, Jianhua Tao, Zhengqi Wen, Rongxiu Zhong
2020 A conf
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
2020 A conf
Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang, Zhanlei Yang, Rongjun Li
2020 J jnl
Expression Analysis Based on Face Regions in Real-world Conditions.
Int. J. Autom. Comput.
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang, Mingyue Niu
2020 A conf
Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition.
INTERSPEECH
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian
2020 — conf
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism.
MuSe @ ACM Multimedia
Licai Sun, Zheng Lian, Jianhua Tao, Bin Liu, Mingyue Niu
2020 Misc conf
Multimodal Transformer Fusion for Continuous Emotion Recognition.
ICASSP
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian, Mingyue Niu
2019 A conf
Conversational Emotion Analysis via Attention Mechanisms.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 J jnl
Conversational Emotion Analysis via Attention Mechanisms.
CoRR
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 Misc conf
Discriminative Video Representation with Temporal Order for Micro-expression Recognition.
ICASSP
Mingyue Niu, Jianhua Tao, Ya Li, Jian Huang, Zheng Lian
2019 J jnl
Domain adversarial learning for emotion recognition.
CoRR
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 J jnl
Expression Analysis Based on Face Regions in Read-world Conditions.
CoRR
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang, Mingyue Niu
2019 J jnl
Semi-supervised Ladder Networks for Speech Emotion Recognition.
Int. J. Autom. Comput.
Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu
2019 J jnl
Speech Emotion Recognition via Contrastive Loss under Siamese Networks.
CoRR
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang
2019 J jnl
Towards Fine-Grained Prosody Control for Voice Conversion.
CoRR
Zheng Lian, Jianhua Tao, Zhengqi Wen, Bin Liu, Yibin Zheng, Rongxiu Zhong
2019 A conf
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition.
INTERSPEECH
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2019 J jnl
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition.
CoRR
Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang
2018 — conf
Deep Learning for Continuous Multiple Time Series Annotations.
AVEC@MM
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Mingyue Niu, Minghao Yang
2018 Misc conf
End-to-End Continuous Emotion Recognition from Video Using 3D Convlstm Networks.
ICASSP
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Jiangyan Yi
2018 J jnl
Investigation of Multimodal Features, Classifiers and Fusion Methods for Emotion Recognition.
CoRR
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang
2018 — conf
Multimodal Continuous Emotion Recognition with Data Augmentation Using Recurrent Neural Networks.
AVEC@MM
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Mingyue Niu, Minghao Yang
2017 — conf
Continuous Multimodal Emotion Prediction Based on Long Short Term Memory Recurrent Neural Network.
AVEC@ACM Multimedia
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Zhengqi Wen, Minghao Yang, Jiangyan Yi