龚鑫荣 讲师

华南理工大学博士

研究方向：人工智能、情感计算、大语言模型、宽度学习、智慧医疗

所属部门：物联网工程系

电子邮箱：gongxr@hqu.edu.cn

个人简历：

1、个人简介

龚鑫荣，男，华南理工大学博士(导师：陈俊龙C.L. Philip Chen教授)，金沙集团wwW3354CC讲师。主要从事人工智能、情感计算、宽度学习等相关研究工作，在IEEE Transactions on Cybernetics、IEEE Transactions on Affective Computing、IEEE Transactions on Computational Social Systems等重要期刊及会议发表论文7篇，担任IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Affective Computing、IEEE Transactions on Systems, Man, and Cybernetics: Systems等期刊的审稿人。

2、主讲课程

《深度学习》《C语言》

3、代表性论文

[1] Xinrong Gong, C. L. Philip Chen, Bin Hu, Tong Zhang. CiABL: Completeness-induced Adaptative Broad Learning for Cross-Subject Emotion Recognition with EEG and Eye Movement Signals. IEEE Transactions on Affective Computing, Early Access, DOI: 10.1109/TAFFC.2024.3392791.

[2] Xinrong Gong, C. L. Philip Chen, Tong Zhang. Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System. IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2014-2025, April 2024, doi: 10.1109/TCSS.2023.3298324.

[3] Xinrong Gong, Tong Zhang, C.L. Philip Chen, Zhulin Liu. Research review for broad learning system: Algorithms, theory, and applications. IEEE Transactions on Cybernetics, vol. 52, no. 9, pp. 8922-8950, Sept. 2022, doi: 10.1109/TCYB.2021.3061094.

[4] Xinrong Gong, Yihan Dong, Tong Zhang. CoDF-Net: Coordinated-representation Decision Fusion Network for Emotion Recognition with EEG and Eye Movement Signals. International Journal of Machine Learning and Cybernetics, 15, 1213–1226, 2024.

[5] Xinrong Gong, Jianxiu Jin, Tong Zhang. Sentiment analysis using autoregressive language modeling and broad learning system. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), San Diego, CA, USA, 2019, pp. 1130-1134.

[6] Tong Zhang, Xinrong Gong, CL Philip Chen. BMT-Net: Broad multitask transformer network for sentiment analysis. IEEE Transactions on Cybernetics, 2022, 52(7): 6232-6243.

[7] Haiqi Liu, C.L. Philip Chen, Xinrong Gong, Tong Zhang. Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition. IEEE Transactions on Multimedia, vol. 26, pp. 7529-7542, 2024, doi: 10.1109/TMM.2024.3369870.