Jiachen Yang

Full Professor, School of Electrical and Information Engineering, Tianjin University

Joined

July 2022

Names

Jiachen Yang (Preferred)

Emails

****@tju.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Electrical and Information Engineering, Tianjin University (tju.edu.cn)

2016 – 2038

Advisors, Relations & Conflicts

Coauthor

Guipeng Lan

2019 – 2038

Expertise

deep learning and information process

2009 – 2038

reinforcement learning

2009 – 2038

marine IoTs

2009 – 2038

Publications

M²F-PINN: A Multi-Scale Frequency-Domain Multi-Physics-Informed Neural Network for Ocean Forecasting
Cao Linfei, Jiachen Yang, Meng Xi, Jingyi He, Fei Gao, Jiabao Wen, Zhijing Wang
- Submitted to ICLR 2026
- Readers: Everyone
Disentangled Information Quantification for Dataset Construction in Data-Centric AI
Jiachen Yang, Yunhai Gao, chenyang cao, Hongfei Wu, Zhuo Zhang, Jiabao Wen, Shuai Xiao
- Submitted to ICLR 2026
- Readers: Everyone
Inner Information Analysis Algorithm for Deep Neural Network based on Community
Guipeng Lan, Shuai Xiao, Meng Xi, Jiabao Wen, Jiachen Yang
- ICLR 2025 Poster
- Readers: Everyone
Manipulation detection of key populations under information measurement
Shuai Xiao, Zhuo Zhang, Jiachen Yang, Jiabao Wen, Yang Li
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- Inf. Sci. 2023
- Readers: Everyone
Efficient data-driven behavior identification based on vision transformers for human activity understanding
Jiachen Yang, Zhuo Zhang, Shuai Xiao, Shukun Ma, Yang Li, Wen Lu, Xinbo Gao
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- Neurocomputing 2023
- Readers: Everyone
A deep semi-dense compression network for reinforcement learning based on information theory
Jiabao Wen, Meng Xi, Taiqiu Xiao, Jiachen Yang, Desheng Chen, Wen Lu, Xinbo Gao
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- Neurocomputing 2023
- Readers: Everyone
Multi-AUV Inspection for Process Monitoring of Underwater Oil Transportation
Jingyi He, Jiabao Wen, Shuai Xiao, Jiachen Yang
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- IEEE CAA J. Autom. Sinica 2023
- Readers: Everyone
No-reference quality index of tone-mapped images based on authenticity, preservation, and scene expressiveness
Yang Zhao, Shuai Xiao, Jiachen Yang, Wen Lu, Xinbo Gao
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- Signal Process. 2023
- Readers: Everyone
Electric Power Audit Text Classification With Multi-Grained Pre-Trained Language Model
Qinglin Meng, Yan Song, Jian Mu, Yuanxu Lv, Jiachen Yang, Liang Xu, Jin Zhao, Junwei Ma, Wei Yao, Rui Wang, Maoxiang Xiao, Qingyu Meng
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- IEEE Access 2023
- Readers: Everyone
The context effect for blind image quality assessment
Zehong Liang, Wen Lu, Yong Zheng, Weiquan He, Jiachen Yang
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- Neurocomputing 2023
- Readers: Everyone

View all 169 publications

Co-Authors

View all 222 co-authors