研究成果 / Achievements
近年来发表SCI期刊和国际学术会议论文40余篇,多项国内和国外专利。部分主要论文成果如下:
[1]Fu, C., Zhao, S., Zhang, Y., Jian, Z., Zhao, S., & Liu, C. (2026). Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2026)
[2]Fu, C., Fu, Z., Zhang, Q., Kuang, X., Dong, J., Su, K., ... & Ishiguro, H. (2025, October). The First MPDD Challenge: Multimodal Personality-aware Depression Detection. In Proceedings of the 33rd ACM International Conference on Multimedia (pp. 13924-13929).
[3]Fu, C., Li, Z., Wang, S., Ishiguro, H., & Yoshikawa, Y. (2025). Improving Social Robot Recommendation Acceptance Through Geo-Gender Affinity Construction. IEEE Robotics and Automation Letters.
[4]Fu, C., Qian, F., Su, K., Su, Y., Wang, Z., Shi, J., ... & Ishi, C. T. (2025). HiMul-LGG: A hierarchical decision fusion-based local–global graph neural network for multimodal emotion recognition in conversation. Neural Networks, 181, 106764.
[5]Fu, C., Liu, C., Ishi, C. T., & Ishiguro, H. (2023). An adversarial training based speech emotion classifier with isolated Gaussian regularization. IEEE Transactions on Affective Computing, 14(3), 2361-2374.