Zheng Lian
Supervisor of Doctorate Candidates
Education Level: Doctor′s Degree graduated
Degree: Doctor of Engineering
Academic Titles: 副教授，博导
Alma Mater: 中国科学院自动化研究所
Discipline:
Intelligent Science and technologyy
Achievements of The Thesis
- [1]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.Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026,
- [2]Zheng Lian, Mingyu Xu, Lan Chen, Licai Sun, Bin Liu, Lei Feng, Jianhua Tao,IRNet: Iterative Refinement Network for Noisy Partial Label Learning.Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2025,
- [3]Zheng Lian, Lan Chen, Licai Sun, Bin Liu, Jianhua Tao,GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation.Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023,
- [4]Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao,AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.ICML 2025 (Oral, Top 1%),
- [5]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,OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition.ICML 2025,
- [6]Zheng Lian, Licai Sun, Lan Chen, Haoyu Chen, Zebang Cheng, Fan Zhang, Ziyu Jia, Ziyang Ma, Fei Ma, Xiaojiang Peng, Jianhua Tao,EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?ICLR 2026,
- [7]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.Information Fusion 2024,
- [8]Zheng Lian, Bin Liu, Jianhua Tao,PIRNet: Personality-enhanced Iterative Refinement Network for Emotion Recognition in Conversation.IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2022,
- [9]Zheng Lian, Bin Liu, Jianhua Tao,SMIN: Semi-supervised Multi-modal Interaction Network for Conversational Emotion Recognition.IEEE Transactions on Affective Computing (TAFFC) 2022,
- [10]Zheng Lian, Bin Liu, Jianhua Tao,CTNet: Conversational Transformer Network for Emotion Recognition.IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 2021,