Ø 个人简介

华南师范大学人工智能学院副教授、博士生导师，广东省特支计划“青年拔尖”人才，九三学社社员。2011 年获南京大学计算机科学学士学位，2019 年获美国印第安纳大学布鲁明顿分校博士学位；曾在美国谷歌公司、深圳市人工智能与机器人研究院从事产业开发与科研工作。长期从事计算机视觉、自然语言理解、大模型智能体等前沿技术研究，在 TPAMI、CVPR、KDD、NeurIPS、AAAI、ACM MM、IJCAI 等国际顶级期刊和会议发表学术论文 20 余篇。主持国家自然科学基金青年科学基金项目、广东省自然科学基金面上项目等多项国家级与省级人工智能领域科研项目。

Ø 研究领域

  多智能体感知与决策、AI+心理大模型、分布式机器学习、时序数据分析、金融量化强化学习

Ø 代表性论文

     期刊论文

[1] Ruihan Wu, Ruiqi Dong, Chenyou Fan, et al. StoryCrafter: Instance-Aligned Multi-Character Storytelling with Diffusion Policy Learning and Test-Time Reinforcement Learning. ACM Transactions on Intelligent Systems and Technology (TIST, SCI Q1), 2026.

[2] Rui Chen, Haiqi Jiang, Tingyu Guo, Chenyou Fan. Can Large Language Models Forecast Carbon Price Movements? Evidence from Chinese Carbon Markets. Research in International Business and Finance (RIBAF, SCI Q1), 2025.

[3] Chenyou Fan, Junjie Hu, Jianwei Huang. Few-Shot Multi-Agent Perception with Ranking-Based Feature Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

[4] Junjie Hu, Chenyu Bao, Mete Ozay, Chenyou Fan, Qing Gao, Honghai Liu, Tin Lun Lam. Deep Depth Completion from Extremely Sparse Data: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.

[5] 陆恒杨, 范晨悠, 吴小俊. 面向网络社交媒体的少样本新冠谣言检测. 中文信息学报, 2022.

[6] Chenyou Fan, David Crandall. DeepDiary: Lifelogging Image Captioning and Summarization. Journal of Visual Communication and Image Representation (JVCIR), 2018.

     会议论文

[7] Chenjie Pan, Yi Zhu, Songkai Ning, Xiangyang Liu, Weiping Zheng, Chenyou Fan. Efficient Audio-Visual Inference via Token Clustering and Modality Fusion. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026.

[8] Ruiqi Dong, Wenjing Pang, Chenjie Pan, Heng-yang Lu, Chenyou Fan. StoryCrafter: Instance-Aligned Multi-Character Storytelling with Diffusion Policy Learning. ACM International Conference on Multimedia (ACM MM), 2025.

[9] Jingang Jiang, Yanzhao Chen, Chenyou Fan, et al. Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts. International Joint Conference on Artificial Intelligence (IJCAI, CCF-A), 2025.

[10] Haiqi Jiang, Aimin Huang, Chenyou Fan, et al. CMA: A Unified Contextual Meta-Adaptation Methodology for Time-Series Denoising and Prediction. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD, CCF-A), 2025.

[11] Ruiqi Dong, Zhixuan Liao, Yuhan Ma, Danni Ma, Chenyou Fan. Who Is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game. International Conference on Database Systems for Advanced Applications (DASFAA, CCF-B), 2025.

[12] Yi Zhu, Xiangyang Liu, Tianqi Pang, Xuncan Xiao, Xiaofan Zhang, Chenyou Fan. Hybrid Feature Fusion for Enhancing Medical Document Embedding. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, CCF-B), 2025.

[13] Xiangyang Liu, Yi Zhu, Tianqi Pang, Kui Xue, Xiaofan Zhang, Chenyou Fan. Medical Document Embedding Enhancement with Heterogeneous Mixture-of-Experts. IEEE International Conference on Bioinformatics and Biomedicine (BIBM, CCF-B), 2024.

Ø 荣誉奖项

2023年度广东省计算机学会青年科技奖

Ø 所在科研团队

通用认知团队，包括认知架构与心智理论、通用人工智能（AGI）探索、知识表示与多模态理解生成、多智能体协作与策略学习

Ø 开设课程

神经网络与深度学习、数学建模、人工智能

Ø 联系方式

       Email：fanchenyou@scnu.edu.cn

  个人主页：www.scholat.com/fanchenyou

  微信公众号：计算机视觉的小书童

  欢迎有兴趣参与科研项目的同学与我联系。