| 2026 | ACL | TVWorld: Foundations for Remote-Control TV Agents. | Zhantao Ma, Quanfeng Lu, Shuai Zhong, Dahai Yu, Ping Luo, Michael Ng |
| 2025 | AAAI | Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency. | Yuhong Chen, Ailin Song, Huifeng Yin, Shuai Zhong, Fuhai Chen, Qi Xu, Shiping Wang, Mingkun Xu |
| 2025 | AAAI | BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations. | Yusong Wang, Xuanye Fang, Huifeng Yin, Dongyuan Li, Guoqi Li, Qi Xu, Yi Xu, Shuai Zhong, Mingkun Xu |
| 2025 | ICASSP | ClingTP: Curriculum Learning based Multi-style Title Prefix Generation. | Yusong Wang, Dongyuan Li, Jialun Shen, Yicheng Xu, Shuai Zhong, Mingkun Xu |
| 2025 | IJCNN | Orchestrating Spiking Dynamics with Dendritic Activation Functionality for Bolstering Expressivity and Learning Efficiency. | Mingkun Xu, Runxi Tang, Yusong Wang, Shuai Zhong |
| 2025 | IJCNN | Improving Graph Contrastive Learning with LLMs: A New Hardness-Aware Negative Sampling Strategy. | Shuai Zhong, Xiaotong Wang, Haorui Wang, Xinming Chen, Yuanxing Xu, Xu Liu, Bin Wu |
| 2025 | NAACL | ImgTrojan: Jailbreaking Vision-Language Models with ONE Image. | Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, Lingpeng Kong |
| 2024 | ACML | Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism. | Ailin Song, Yuhong Chen, Yusong Wang, Shuai Zhong, Mingkun Xu |
| 2024 | CIKM | Enhancing Temporal and Geographical Named Entity Recognition in Chinese Ancient Texts with External Time-series Knowledge Bases. | Xiaotong Wang, Xuanning Liu, Shuai Zhong, Xinming Chen, Bin Wu |
| 2024 | EMNLP | Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering. | Yuanxing Xu, Yuting Wei, Shuai Zhong, Xinming Chen, Jinsheng Qi, Bin Wu |
| 2024 | SMC | Temporal Pattern-Aware QoS Prediction with Privacy-Preserving via Federated Learning Based on Latent Factorization of Tensors. | Shuai Zhong, Zengtong Tang, Di Wu |