Zebang Cheng

According to our database, Zebang Cheng authored at least 22 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

EmoTrans: A Benchmark for Understanding, Reasoning, and Predicting Emotion Transitions in Multimodal LLMs.

He Hu, Tengjin Weng, Zebang Cheng, Yu Wang, Jiachen Luo, Björn W. Schuller, Zheng Lian, Laizhong Cui

CoRR, April, 2026

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding.

Zheng Lian, Xiaojiang Peng, Kele Xu, Ziyu Jia, Xinyi Che, Zebang Cheng, Fei Ma, Laizhong Cui, Yazhou Zhang, Xin Liu, Liang Yang, Jia Li, Fan Zhang, Liumeng Xue, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao

CoRR, April, 2026

The stock price prediction based on a multi-scale adaptive decoding network.

Duoduo Zhang, Jiajun Jiang, Guoliang Zhang, Zehui Xiong, Wenjing Hu, Shunwei Yao, Zebang Cheng, Yamin Xue, Lin Peng, Jia Lin

Int. J. Mach. Learn. Cybern., February, 2026

Emotion-LLaMAv2 and MMEVerse: A New Framework and Benchmark for Multimodal Emotion Understanding.

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

CoRR, January, 2026

2025

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models.

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

CoRR, August, 2025

EMER-Ranker: Learning to Rank Emotion Descriptions in the Absence of Ground Truth.

Zheng Lian, Licai Sun, Haoyu Chen, Zebang Cheng, Fan Zhang, Ziyu Jia, Ziyang Ma, Fei Ma, Xiaojiang Peng, Jianhua Tao

CoRR, July, 2025

Emotion-Qwen: Training Hybrid Experts for Unified Emotion and General Vision-Language Understanding.

Dawei Huang, Qing Li, Chuan Yan, Zebang Cheng, Yurong Huang, Xiang Li, Bin Li, Xiaohui Wang, Zheng Lian, Xiaojiang Peng

CoRR, May, 2025

HA-VLN: A Benchmark for Human-Aware Navigation in Discrete-Continuous Environments with Dynamic Multi-Human Interactions, Real-World Validation, and an Open Leaderboard.

Yifei Dong, Fengyi Wu, Qi He, Heng Li, Minghan Li, Zebang Cheng, Yuxuan Zhou, Jingdong Sun, Qi Dai, Zhi-Qi Cheng, Alexander G. Hauptmann

CoRR, March, 2025

Energy and synchronization of multifunctional loop neural networks.

Zebang Cheng, Shu Zhou, Jiajun Jiang, Shunwei Yao, Lin Peng, Tingting Shi, Xiaolin Liu, Jia Lin

Neurocomputing, 2025

MER 2025: When Affective Computing Meets Large Language Models.

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

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models.

Zheng Lian, Haoyu Chen, Lan Chen, Haiyang Sun, Licai Sun, Yong Ren, Zebang Cheng, Bin Liu, Rui Liu, Xiaojiang Peng, Jiangyan Yi, Jianhua Tao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models.

Yuxiang Lin, Jingdong Sun, Zhi-Qi Cheng, Jue Wang, Haomin Liang, Zebang Cheng, Yifei Dong, Jun-Yan He, Xiaojiang Peng, Xian-Sheng Hua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

EEG-VL: Integrating Visual Features with Large Language Models for Automated Seizure Detection.

Zi Liang, Peng Hu, Lian Li, Zebang Cheng, Yisu Dong, Haibo He, Qiang Lu, Nan Lin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval.

Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.

Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander Hauptmann

CoRR, 2024

MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models.

Zebang Cheng, Fuqiang Niu, Yuxiang Lin, Zhi-Qi Cheng, Xiaojiang Peng, Bowen Zhang

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning.

Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G. Hauptmann

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition.

Zebang Cheng, Shuyuan Tu, Dawei Huang, Minghan Li, Xiaojiang Peng, Zhi-Qi Cheng, Alexander G. Hauptmann

Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, 2024

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model.

Fuqiang Niu, Zebang Cheng, Xianghua Fu, Xiaojiang Peng, Genan Dai, Yin Chen, Hu Huang, Bowen Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Dataset Growth.

Ziheng Qin, Zhaopan Xu, Yukun Zhou, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Xiaojiang Peng, Radu Timofte, Hongxun Yao, Kai Wang, Yang You

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

An efficient joint framework for interacting knowledge graph and item recommendation.

Haizhou Du, Yue Tang, Zebang Cheng

Knowl. Inf. Syst., April, 2023

Semi-Supervised Multimodal Emotion Recognition with Expression MAE.

Zebang Cheng, Yuxiang Lin, Zhaoru Chen, Xiang Li, Shuyi Mao, Fan Zhang, Daijun Ding, Bowen Zhang, Xiaojiang Peng

Proceedings of the 31st ACM International Conference on Multimedia, 2023