任恒毅,男,百家乐在线游戏 | 官方真钱投注站 - 现金开户送首存、极速提款 讲师。2022年12月博士毕业于南京邮电大学的信息与通信工程专业,2023年入职百家乐在线游戏 | 官方真钱投注站 - 现金开户送首存、极速提款 。主要研究方向为模式识别、联邦学习、多模态识别、生物特征识别。
任恒毅
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1. 论文发表情况:
[1] [AAAI'26] Yuchen Xie, Yufeng Xie, Hanyu He, Yue Huang, Lijuan Sun, Henyi Ren*. FCMO: A Flow-Curv Mamba Operator for Large-Scale 3D Vehicle Aerodynamics. Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI), 2026. (CCF-A类会议,人工智能领域顶级会议) (通信作者)
[2] [TIFS'25] Yuchen Xie, Hengyi Ren*, Hanyu He, Shurui Fei, Jian Guo, Lijuan Sun. FedRDA: Hierarchical Noise Detection for Federated Finger Vein Recognition[J]. IEEE Transactions on Information Forensics and Security, 2025. (CCF-A类期刊,中科院1区Top) (通信作者)
[3] [PR'25] Hengyi Ren, Lijuan Sun, Xijian Fan, Ying Cao, Qiaolin Ye. IIS-FVIQA: Finger Vein Image Quality Assessment with Intra-class and Inter-class Similarity[J]. Pattern Recognition, 2025, 158: 111056. (CCF-B类期刊,中科院1区Top) (第一作者)
[4] [TIM'25] Hengyi Ren*, Lijuan Sun, Ying Cao, Liang Qi, Qiaolin Ye. FVRFL: Federated Learning for Finger Vein Recognition under Distributed Scenario [J]. IEEE Transactions on Instrumentation and Measurement, 2025. (中科院2区Top) (第一作者,通信作者)
[5] [BSPC'25] Hengyi Ren*, Lijuan Sun, Jinting Ren, Ying Cao. FV-DDC: A Novel Finger-vein Recognition Model with Deformation Detection and Correction[J]. Biomedical Signal Processing and Control, 2025, 100: 107098. (中科院2区) (第一作者,通信作者)
[6] [ICASSP'25] Hengyi Ren*, Lijuan Sun, Jinting Ren, Xing Li, Ying Cao. Meta-Learning for Finger Vein Recognition in Internet of Things Smart Home Security[C]// ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025. (CCF-B类会议,IEEE信号处理学会旗舰会议) (第一作者,通信作者)
[7] [TIFS'23] Hengyi Ren, Lijuan Sun, Jian Guo, Chong Han. A Dataset and Benchmark for Multimodal Biometric Recognition Based on Fingerprint and Finger Vein[J]. IEEE Transactions on Information Forensics and Security, 2022. (CCF-A类期刊,中科院1区Top) (第一作者)
[8] [ESWA'22] Hengyi Ren, Lijuan Sun, Jian Guo, Chong Han, Ying Cao. A High Compatibility Finger Vein Image Quality Assessment System Based on Deep Learning[J]. Expert Systems with Applications, 2022, 196: 116603. (中科院1区Top) (第一作者)
[9] [KBS'21] Hengyi Ren, Lijuan Sun, Jian Guo, Chong Han, Fan Wu. Finger Vein Recognition System with Template Protection Based on Convolutional Neural Network [J]. Knowledge-Based Systems, 2021, 227: 107159. (中科院1区Top) (第一作者)
[10] [TrustCom/BigDataSE'18] Hengyi Ren, Jian Guo, Lijuan Sun, Chong Han. Prediction Algorithm Based on Weather Forecast for Energy-harvesting Wireless Sensor Networks[C]//IEEE TrustCom/BigDataSE. IEEE, 2018: 1785-1790. (EI 会议) (第一作者)
2. 专利授权情况:
[1] 业巧林; 任恒毅; 林小钰; 胡楚婷 ; 一种基于分块联邦学习的手指静脉识别方法, 2024-07-09, 中国, CN202311554523.6
[2] 孙力娟; 任恒毅; 郭剑; 韩崇; 肖甫; 周剑; 王娟; 王汝传 ; 基于卷积神经网络的形变检测与矫正的手指静脉识别方法, 2022-07-12, 中国, CN202010811797.9
[3] 孙力娟; 任恒毅; 韩崇; 郭剑; 肖甫; 王娟; 周剑; 王汝传 ; 基于天气数据的无线传感网节点太阳能收集功率预测算法, 2022-03-29, 中国, CN201810383872.9
1. 国家自然科学基金,青年基金,基于模态自适应联邦学习的多模态手指特征识别研究,2026.01-2028.12,主持;
2. 江苏省自然科学基金,青年项目,基于高效自适应联邦学习的手指静脉识别研究,2024.09-2027.08,主持;
算法分析、最优化方法、计算机视觉;
