1.Adapt and Refine: A Few-Shot Class-Incremental Learner via Pre-Trained Models

Qiang, Sunyuan, Xion     More...

Qiang, Sunyuan, Xiong, Zhu, Liang, Yanyan, Wan, Jun, Zhang, Du     Less

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)[0302-9743], Published 2025, Volume 15031 LNCS, Pages 431-444

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WOS核心合集引用: 0 

2.PMMTalk: Speech-Driven 3D Facial Animation from Complementary Pseudo Multi-modal Features

Han, Tianshun, Gui,     More...

Han, Tianshun, Gui, Shengnan, Huang, Yiqing, Li, Baihui, Liu, Lijian, Zhou, Benjia, Jiang, Ning, Lu, Quan, Zhi, Ruicong, Liang, Yanyan, Zhang, Du, Wan, Jun     Less

IEEE Transactions on Multimedia[1520-9210], Published 2025, Volume 27, Pages 2570-2581

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WOS核心合集引用: 0  2024影響因子:  9.7 

3.Collaborative Adapter Experts for Class-Incremental Learning

Qiang, Sunyuan, Yu,     More...

Qiang, Sunyuan, Yu, Xinxing, Liang, Yanyan, Wan, Jun, Zhang, Du     Less

IEEE Signal Processing Letters[1070-9908], Published 2025, Volume 32, Pages 1530-1534

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WOS核心合集引用: 0  2024影響因子:  3.9 

4.C2RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval

Chen, Zhigang, Zhou,     More...

Chen, Zhigang, Zhou, Benjia, Huang, Yiqing, Wan, Jun, Hu, Yibo, Shi, Hailin, Liang, Yanyan, Lei, Zhen, Zhang, Du     Less

IEEE Transactions on Circuits and Systems for Video Technology[1051-8215], Published 2025,

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2024影響因子:  11.1 

5.Spatio-temporal multivariable time vario-zoom network for water level forecasting based on high-resolution hydrological dataset

Ji, Xiaoyu, Sun, Zhi     More...

Ji, Xiaoyu, Sun, Zhibin, Lv, Haifeng, Yu, Xiaoyuan, Tang, Suigu, Zhang, Du, Liang, Yanyan     Less

Journal of Hydrology[0022-1694], Published 2024, Volume 634,

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WOS核心合集引用: 2  2024影響因子:  6.3  发表年影響因子:  6.3 

6.CoroTrans-CL: A Novel Transformer-Based Continual Deep Learning Model for Image Recognition of Coronavirus Infections

Wang, BY, Zhang, D,     More...

Wang, BY, Zhang, D, Tian, ZG     Less

ELECTRONICS[2079-9292], Published 2023, Volume 12, Issue 4,

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WOS核心合集引用: 3  2024影響因子:  2.6  发表年影響因子:  2.6 

7.Robot Subgoal-guided Navigation in Dynamic Crowded Environments with Hierarchical Deep Reinforcement Learning

Zhang, Tianle, Liu,     More...

Zhang, Tianle, Liu, Zhen, Pu, Zhiqiang, Yi, Jianqiang, Liang, Yanyan, Zhang, Du     Less

International Journal of Control, Automation and Systems[1598-6446], Published 2023, Volume 21, Issue 7, Pages 2350-2362

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WOS核心合集引用: 3  2024影響因子:  2.9  发表年影響因子:  2.5 

8.Heterogeneous-graph Attention Reinforcement Learning for Football Matches

Wang, SJ, Pan, Y, Pu     More...

Wang, SJ, Pan, Y, Pu, ZQ, Yi, JQ, Liang, YY, Zhang, D     Less

2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN[2161-4393], Published 2023, Volume 2023-June,

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WOS核心合集引用: 0 

9.FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing

Liu, AJ, Tan, ZC, Yu     More...

Liu, AJ, Tan, ZC, Yu, ZT, Zhao, CX, Wan, J, Liang, YY, Lei, Z, Zhang, D, Li, SZ, Guo, GD     Less

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[1556-6013], Published 2023, Volume 18, Pages 4775-4786

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WOS核心合集引用: 34  2024影響因子:  8.0  发表年影響因子:  6.3 

10.Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning

Qiang, Sunyuan, Hou,     More...

Qiang, Sunyuan, Hou, Jiayi, Wan, Jun, Liang, Yanyan, Lei, Zhen, Zhang, Du     Less

Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023[2159-5399], Published 2023, Volume 37, Pages 9498-9506

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WOS核心合集引用: 7 

11.Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning

Liu, Boyin, Pu, Zhiq     More...

Liu, Boyin, Pu, Zhiqiang, Pan, Yi, Yi, Jianqiang, Liang, Yanyan, Zhang, Du     Less

Proceedings of Machine Learning Research[2640-3498], Published 2023, Volume 202, Pages 21404-21425

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12.Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining

Zhou, BJ, Chen, ZG,     More...

Zhou, BJ, Chen, ZG, Clapés, A, Wan, J, Liang, YY, Escalera, S, Lei, Z, Zhang, D     Less

2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023)[1550-5499], Published 2023, Pages 20814-20824

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WOS核心合集引用: 13 

13.Improved Deep Learning Model Based on Self-Paced Learning for Multiscale Short-Term Electricity Load Forecasting

Li, MP, Xie, XM, Zha     More...

Li, MP, Xie, XM, Zhang, D     Less

SUSTAINABILITY[2071-1050], Published 2022, Volume 14, Issue 1,

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WOS核心合集引用: 7  2024影響因子:  3.3  发表年影響因子:  3.9 

14.Bridging the Last-Mile Gap in Network Security via Generating Intrusion-Specific Detection Patterns through Machine Learning

Sun, Xibin, Zhang, D     More...

Sun, Xibin, Zhang, Du, Qin, Haiou, Tang, Jiahua     Less

Security and Communication Networks[1939-0114], Published 2022, Volume 2022,

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WOS核心合集引用: 0 

15.Advances in Machine Learning/Deep Learning-based Technologies - Selected Papers in Honour of Professor Nikolaos G. Bourbakis - Vol. 2

Zhang, D     More...

Zhang, D     Less

INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS[1872-4981], Published 2022, Volume 16, Issue 1, Pages 5-8

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WOS核心合集引用: 0  2024影響因子:  0.8  发表年影響因子:  1.0 

16.Advances in Artificial Intelligence-based Technologies - Selected Papers in Honour of Professor Nikolaos G. Bourbakis - Vol. 1

Zhang, D     More...

Zhang, D     Less

INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS[1872-4981], Published 2022, Volume 16, Issue 1, Pages 5_8

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WOS核心合集引用: 0  2024影響因子:  0.8  发表年影響因子:  1.0 

17.Advances in Assistive Technologies - Selected Papers in Honour of Professor Nikolaos G. Bourbakis - Vol. 3

Zhang, D     More...

Zhang, D     Less

INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS[1872-4981], Published 2022, Volume 16, Issue 1, Pages 5~8

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WOS核心合集引用: 0  2024影響因子:  0.8  发表年影響因子:  1.0 

18.Local Self-Expression Subspace Learning Network for Motion Capture Data

Xia, GY, Xue, P, Sun     More...

Xia, GY, Xue, P, Sun, HJ, Sun, YB, Zhang, D, Liu, QS     Less

IEEE TRANSACTIONS ON IMAGE PROCESSING[1057-7149], Published 2022, Volume 31, Pages 4869-4883

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WOS核心合集引用: 3  2024影響因子:  13.7  发表年影響因子:  10.6 

19.Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection

Liu, AJ, Zhao, CX, Y     More...

Liu, AJ, Zhao, CX, Yu, ZT, Wan, J, Su, AY, Liu, X, Tan, ZC, Escalera, S, Xing, JL, Liang, YY, Guo, GD, Lei, Z, Li, SZ, Zhang, D     Less

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[1556-6013], Published 2022, Volume 17, Pages 2497-2507

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WOS核心合集引用: 56  2024影響因子:  8.0  发表年影響因子:  6.8 

20.Improving Temporal Event Scheduling through STEP Perpetual Learning

Tang, JH, Zhang, D,     More...

Tang, JH, Zhang, D, Sun, XB, Qin, HO     Less

SUSTAINABILITY[2071-1050], Published 2022, Volume 14, Issue 23,

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WOS核心合集引用: 1  2024影響因子:  3.3  发表年影響因子:  3.9