Semi-Supervised Multimodal Emotion Recognition with Expression MAE. - Zebang Cheng; Yuxiang Lin; Zhaoru Chen; Xiang Li; Shuyi Mao; Fan Zhang 111; Daijun Ding; Bowen Zhang; Xiaojiang Peng (ACM Multimedia, 2023)

An efficient joint framework for interacting knowledge graph and item recommendation. - Haizhou Du; Yue Tang; Zebang Cheng (Knowl. Inf. Syst., 2023)

Dataset Growth. - Ziheng Qin; Zhaopan Xu; Yukun Zhou; Zangwei Zheng; Zebang Cheng; Hao Tang 005; Lei Shang; Baigui Sun; Xiaojiang Peng; Radu Timofte; Hongxun Yao; Kai Wang 036; et al. (ECCV (9), 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 009; Bowen Zhang 005 (ACM Multimedia, 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 (MRAC@MM, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander G. Hauptmann (NeurIPS, 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 005 (SemEval@NAACL, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Jingdong Sun; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander Hauptmann 001 (CoRR, 2024)

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. - Fan Zhang 111; Changhu Wang; Zebang Cheng; Xiaojiang Peng; Dongjie Wang; Yijia Xiao; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (AAAI, 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 001 (CVPR Workshops, 2025)

Energy and synchronization of multifunctional loop neural networks. - Zebang Cheng; Shu Zhou; Jiajun Jiang; Shunwei Yao; Lin Peng 004; Tingting Shi; Xiaolin Liu; Jia Lin (Neurocomputing, 2025)

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models. - Zheng Lian; Haoyu Chen 001; Lan Chen; Haiyang Sun 004; Licai Sun; Yong Ren; Zebang Cheng; Bin Liu 041; Rui Liu 008; Xiaojiang Peng; Jiangyan Yi; Jianhua Tao 001 (CoRR, 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 004; Jingdong Sun; Qi Dai 001; Zhi-Qi Cheng; Alexander G. Hauptmann (CoRR, 2025)

MER 2025: When Affective Computing Meets Large Language Models. - Zheng Lian; Rui Liu 008; Kele Xu; Bin Liu 041; Xuefei Liu; Yazhou Zhang; Xin Liu 012; Yong Li; Zebang Cheng; Haolin Zuo; Ziyang Ma 001; Xiaojiang Peng; et al. (CoRR, 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, 2025)

EMER-Ranker: Learning to Rank Emotion Descriptions in the Absence of Ground Truth. - Zheng Lian; Licai Sun; Haoyu Chen 001; Zebang Cheng; Fan Zhang; Ziyu Jia; Ziyang Ma 001; Fei Ma; Xiaojiang Peng; Jianhua Tao 001 (CoRR, 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; Yi-Fan Zhang; Renrui Zhang; Ziyu Guo; Zhihong Zhu; et al. (CoRR, 2025)