Yan-Kai Liu

According to our database, Yan-Kai Liu authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning.

Yan-Kai Liu, Jinyu Cai, Bao-Liang Lu, Wei-Long Zheng

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals.

Xuan-Hao Liu, Yan-Kai Liu, Yansen Wang, Kan Ren, Hanwen Shi, Zilong Wang, Dongsheng Li, Bao-Liang Lu, Wei-Long Zheng

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

EEG Data Augmentation for Emotion Recognition Using Diffusion Model.

Yi-Dong Zhao, Yan-Kai Liu, Wei-Long Zheng, Bao-Liang Lu

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2022

Increasing the Stability of EEG-based Emotion Recognition with a Variant of Neural Processes.

Yan-Kai Liu, Wei-Bang Jiang, Bao-Liang Lu

Proceedings of the International Joint Conference on Neural Networks, 2022