Prof. Jiachen Yang

Tianjin University, China

Professor

Emai: [email protected]

Qualifications

2009 Ph.D., Tianjin University, Tianjin, China

2005 M.Sc., Tianjin University, Tianjin, China

2002 B.Sc., Tianjin University, Tianjin, China

Publications (Selected)

1. Deep Neural Networks Internal Representation via Neuron Community Exploration
2. Huo, Ziqiang, et al. "T2-cGAN: A new modeling paradigm for joint DEM spatial interpolation and super-resolution reconstruction." Neurocomputing (2025): 131181.
3. Li, Zhengjian, et al. "AUV path planning in complex ocean environment via deep reinforcement learning assisted by edge computing." IEEE Transactions on Consumer Electronics (2025).
4. Yang, Jiachen, et al. "Active learning for object detection with vectorized dual pseudo loss and multiple instance offset constraint." IEEE Transactions on Cybernetics (2025).
5. Siddiqui, Fazeela, et al. "Diffusion model in modern detection: Advancing deepfake techniques." Knowledge-Based Systems (2025): 113922.
6. Zhang, Zhuo, et al. "MAIP: A Multi-Attribute Informativeness Proxy for Image Semantic Broadcasting Communication." IEEE Transactions on Broadcasting (2025).
7. Zhang, Zhuo, et al. "DD-MID: An innovative approach to assess model information discrepancy based on deep dream." Expert Systems with Applications 277 (2025): 127207.
8. Yang, Yana, et al. "GenAI-Driven Unsupervised Denoising for Consumer Device Imagery." IEEE Consumer Electronics Magazine (2025).
9. Zhu, Yong, et al. "CDKD-w plus: A Keyframe Recognition Method for Coronary Digital Subtraction Angiography Video Sequence Based on w plus Space Encoding." SENSORS 25.3 (2025).
10. Zhu, Yong, et al. "CDKD-w+: A Keyframe Recognition Method for Coronary Digital Subtraction Angiography Video Sequence Based on w+ Space Encoding." Sensors (Basel, Switzerland) 25.3 (2025): 710.
11. Xi, Meng, et al. "An expert experience-enhanced security control approach for AUVs of the underwater transportation cyber-physical systems." IEEE Transactions on Intelligent Transportation Systems (2025).
12. Huo, Ziqiang, et al. "Spatial interpolation of digital elevation model based on multi-scale conditional generative adversarial network with adaptive joint loss." Journal of Applied Remote Sensing 19.1 (2025): 014504-014504.
13. Yang, Yana, et al. "Z-Score Experience Replay in Off-Policy Deep Reinforcement Learning." Sensors 24.23 (2024): 7746.
14. Lan, Guipeng, et al. "Face swapping with adaptive exploration-fusion mechanism and dual en-decoding tactic." Expert Systems with Applications 255 (2024): 124822.
15. Yang, Jiachen, and Jipeng Zhang. "LHADRO: A Robust Control Framework for Autonomous Vehicles Under Cyber-Physical Attacks." IEEE Transactions on Information Forensics and Security (2024).

Profile Details
https://tiei.tju.edu.cn/info/1268/1608.htm
https://scholar.google.com/citations?user=mnKqiKgAAAAJ&hl=zh-CN
https://www.researchgate.net/scientific-contributions/Jiachen-Yang-74533216

WoS Researcher ID:ABH-5032-2020