教师名录
近五年主要科研成果:
一、学术论文:
[1] Di Li, Yang Liu, Liang Song. Adaptive Weighted Losses with Distribution Approximation for Efficient Consistency-Based Semi-Supervised Learning, IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(11): 7832-7842.
[2] Di Li, Xiaoguang Zhu, Liang Song. Mutual match for semi-supervised online evolutive learning, Applied Intelligence, 2023, 53(3): 3336-3350.
[3] Jing Liu, Yang Liu, Di Li, et al. DSDCLA: driving style detection via hybrid CNN-LSTM with multi-level attention fusion, Applied Intelligence, 2023, 53(16): 19237-19254.
[4] Yang Liu, Di Li, Wei Zhu, et al. MSN-net: Multi-Scale Normality Network for Video Anomaly Detection, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), RHODES ISLAND, GREECE, 2023.
[5] Yang Liu, Bobo Ju, …, Di Li et al. Memory-enhanced spatial-temporal encoding framework for industrial anomaly detection system, Expert Systems with Applications, 2024, 250: 123718.
[6] Jing Liu, Wei Zhu, Di Li, et al. Domain Generalization with Semi-Supervised Learning for People-Centric Activity Recognition, SCIENCE CHINA Information Sciences, 2023.
二、项目课题:
三、专利:
1. 一种多智能体在线进化学习的机器学习方法,CN114898124A
2. 一种基于模块化的三段五层式人工智能系统,CN110471988A
3. 基于区域场链的分布式记账方法与交易平台, CN109493041B
4. 一种适用于认知网络的节点自适应休眠机制,CN108012317A