Journals

• (TNNLS) Recent Advances of Multimodal Continual Learning: A Comprehensive Survey [PDF] [GitHub] [Blog]
  Dianzhi Yu, Xinni Zhang, Yankai Chen, Aiwei Liu, Yifei Zhang, Philip S. Yu, Irwin King
  In IEEE Transactions on Neural Networks and Learning Systems.

Conference

• (AAAI'26) ConSurv: Multimodal Continual Learning for Survival Analysis [PDF] [GitHub]
  Dianzhi Yu, Conghao Xiong, Yankai Chen, Wenqian Cui, Xinni Zhang, Yifei Zhang, Hao Chen, Joseph J.Y. Sung, Irwin King
  In Proceedings of the 40th AAAI Conference on Artificial Intelligence.
• (CVPR'25) pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation [PDF]
  Yifei Zhang, Hao Zhu, Alysa Ziying Tan, Dianzhi Yu, Longtao Huang, Han Yu
  In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
• (ACL'25) Recent Advances in Speech Language Models: A Survey [PDF]
  Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Yiwen Guo, Irwin King
  In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics.
• (ACL'24) An Entropy-based Text Watermarking Detection Method [PDF] [GitHub]
  Yijian Lu, Aiwei Liu, Dianzhi Yu, Jingjing Li, Irwin King
  In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics.
• (ICONIP'24) Video Piracy Websites Detection using Continual Learning with Elastic Weight Consolidation [PDF] [GitHub] [URL]
  Dianzhi Yu, Wentao Zhang, Zenglin Xu, Irwin King
  In Neural Information Processing: 31st International Conference, ICONIP 2024, Proceedings.