2012.9-2016.7, 北京交通大学,计算机与信息学院, 信息安全,工学学士学位; 2016.9-2021.7,合肥工业大学,计算机与信息学院,计算机应用技术,工学博士学位(硕博连读); 2021.11-至今,天津理工大学,副教授 1.国家自然科学基金,青年项目, 2.天津市自然科学基金,青年项目,面向隐私保护的联邦情感计算,主持 3.面向隐私保护的视频情感多元化分析,主持国家重点研究计划(No. 2017YFB1002804),多模态领域适应,参与 4.鹏城实验室人工智能赋能重大应用项目-自主健康课题,参与 5.腾讯犀牛鸟项目,知识驱动的视频精彩片段检测,参与
[1] Shuai Li, Fan Qi, Zixin Zhang, Changsheng Xu. “Cross-Modal Meta Consensus for Heterogeneous Federated Learning”, ACM Multimedia 2024. (CCF-A类会议) [2] Fan Qi, Ruijie Pan, Huaiwen Zhang, Changsheng Xu. "FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation", European Conference on Computer Vision, 2024. (CCF-B类会议) [3] Fan Qi, Yu Duan, Changsheng Xu, Huaiwen Zhang. "SignGen: End-to-End Sign Language Video Generation with Latent Diffusion", European Conference on Computer Vision, 2024. (CCF-B类会议) [4] Fan Qi, Shuai Li, "Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated Learning," Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024. (CCF-A类会议) [5] Zixin Zhang, Fan Qi, Changsheng Xu. "Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models," International Conference on Machine Learning, 2024. (CCF-A类会议) [6] Fan Qi, Huaiwen Zhang, Xiaoshan Yang, Changsheng Xu. "A Versatile Multimodal Learning Framework For Zero-shot Emotion Recognition," IEEE Transactions on Circuits and Systems for Video Technology, 2024. (JCR 1区期刊论文) [7] Fan Qi, Xiaoshan Yang , Changsheng Xu. A Unified Framework for Multimodal Domain Adaptation, ACM MULTIMEDIA,Oral(CCF-A类会议) [8] Fan Qi, Xiaoshan Yang , Changsheng Xu. Emotion Knowledge Driven Video Highlight Detection, IEEE TRANSACTIONS ON MULTIMEDIA (JCR 1区期刊论文) [9] Fan Qi, Xiaoshan Yang , Changsheng Xu. Zero-shot Video Emotion Recognition via Multimodal Protagonist-aware Transformer Network, ACM MULTIMEDIA,Oral(CCF-A类会议) [10] Fan Qi,Zixin Zhang,Huaiwen Zhang,Xiaoshan Yang,Changsheng Xu.Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation,ACM MM 2022.(CCF-A类会议) [11]Zixin Zhang, Fan Qi, Shuai Li, Changsheng Xu. AffectFAL: Federated Active Affective Computing with Non-IID Data, ACM MUlTIMEDIA 2023.(CCF-A类会议) [12] Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu. “Debiased Video-Text Retrieval via Soft Positive Sample Calibration”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), early access, 2023. (JCR 1区期刊论文)
中国多媒体大会2017最佳论文奖 |