<center>冯文韬<br>（副教授，工学博士）<br>Wentao Feng<br>Assoc. Prof. Dr.-Ing.</center>

冯文韬
（副教授，工学博士）
Wentao Feng
Assoc. Prof. Dr.-Ing.

A CCF Member and an IEEE Member, received his Ph.D. in Engineering (acronym Dr.-Ing. in German) from the Clausthal University of Technology (TU Clausthal) in Germany in Dec. 2019. He is currently an associate professor with the College of Computer Science, Sichuan University.

Publications

2025

  1. Wentao Feng, Ming Hu, Rui Huang, Chenwei Tang, Shudong Huang*, Jiancheng Lv, “DSAIS-PINN: Dynamic Seeds Allocation Importance Sampling for Physics-Informed Neural Networks”, Neurocomputing, Vol. 648, pp. 1-14, Jun. 2025. (CAS Journal Ranking Q2)
  2. Shudong Huang, Rui Huang, Ming Hu, Wentao Feng*, Jiancheng Lv, “DONIS: Importance Sampling for Training Physics-Informed DeepONet”, The 34th International Joint Conference on Artificial Intelligence (IJCAI-25), pp. 5417-5424, Aug. 2025. (CCF-A)
  3. Shudong Huang1, Wentao Feng1, Chenwei Tang, Zhenan He, Caiyang Yu, Jiancheng Lv*, “Partial Differential Equations Meet Deep Neural Networks: A Survey”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 36(8), pp. 13649-13669, Mar. 2025. (CAS Journal Ranking Q1Top and CCF-B)
  4. Xuekang Zhu1, Xiaochen Ma1, Lei Su, Zhuohang Jiang, Bo Du, Xiwen Wang, Zeyu Lei, Wentao Feng, Chi-Man Pun, Jizhe Zhou*, “Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization”, in Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI-25), pp. 11022-11030, Aug. 2025. (CCF-A)
  5. Caiyang Yu, Xianggen Liu, Yifan Wang, Yun Liu, Wentao Feng, Xiong Deng, Chenwei Tang*, Jiancheng Lv*, “GPT-NAS: Neural architecture search meets generative pre-trained transformer model”, Big Data Mining and Analytics, Vol. 8(1), pp. 45-64, Feb. 2025. (CAS Journal Ranking Q1)
  6. Qian Qu, Quan-Hui Liu, Jian Gao, Shudong Huang, Wentao Feng, Zhongtao Yue, Xin Lu, Tao Zhou, Jiancheng Lv, “Gender differences in resume language and gender gaps in salary expectations”, Journal of the Royal Society Interface, Vol. 22(227), pp.1-10, Jun. 2025. (CAS Journal Ranking Q2)
  7. Yang Liu, Wentao Feng, Zhuoyao Liu, Shudong Huang, Jiancheng Lv, “Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching”, the IEEE/CVF International Conference on Computer Vision (ICCV 2025), accepted. (CCF-A)

2024

  1. Shudong Huang, Hecheng Cai, Hao Dai, Wentao Feng*, Jiancheng Lv, “Adaptive Instance-wise Multi-view Clustering”, in Proceedings of the 32nd ACM Multimedia Conference (MM ‘24), pp. 1-9, Oct. 2024. (CCF-A)
  2. Yi Gao, Wentao Feng, Rong Xiao, Lihuo He, Zhenan He, Jiancheng Lv, Chenwei Tang*, “Improving generalized zero-shot learning via cluster-based semantic disentangling representation”, Pattern Recognition, Vol. 150, pp. 1-14, Jun. 2024. (CAS Journal Ranking Q1Top)
  3. Chenwei Tang, Jialiang Huang, Mao Xu, Xu Liu, Fan Yang*, Wentao Feng, Zhenan He, Jiancheng Lv, “Attention-based early warning framework for abnormal operating conditions in fluid catalytic cracking units”, Applied Soft Computing, Vol. 153, pp. 1-14, Mar. 2024. (CAS Journal Ranking Q1Top)
  4. Jindi Lv, Yanan Sun, Qing Ye*, Wentao Feng, Jiancheng Lv, “A multiscale neural architecture search framework for multimodal fusion”, Information Sciences, Vol. 679, pp. 1-16, Jun. 2024. (CAS Journal Ranking Q1Top)

2023

  1. Caiyang Yu, Yixi Wang, Chenwei Tang, Wentao Feng, Jiancheng Lv*, “EU-Net: Automatic U-Net neural architecture search with differential evolutionary algorithm for medical image segmentation”, Computers in Biology and Medicine, Vol. 167, pp. 1-13, Dec. 2023. (CAS Journal Ranking Q2Top)
  2. Chenwei Tang, Wenqiang Zhou, Dong Wang, Caiyang Yu, Zhenan He, Jizhe Zhou, Shudong Huang, Yi Gao, Jianming Chen, Wentao Feng*, Jiancheng Lv, “Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation”, arXiv:2311.04247, Nov. 2023.
  3. Jizhe Zhou, Xiaochen Ma, Xia Du, Ahmed Y. Alhammadi, Wentao Feng*, “Pre-Training-Free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning”, in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 22346-22356, Oct. 2023. (CCF-A)
  4. Muhammad Haris, Michael Zhengmeng Hou, Wentao Feng, “An Innovative Concept of Regenerative Enhanced Geothermal Systems: A Field Case Study of The North German Basin”, in Proceedings of the World Geothermal Congress (WGC) 2023, pp. 1-10, Sep. 2023.
  5. Yuze Tan, Yixi Liu, Shudong Huang*, Wentao Feng, Jiancheng Lv, “Sample-Level Multi-View Graph Clustering”, in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 23966-23975, Jun. 2023. (CCF-A)

2022

  1. Shudong Huang1, Hongjie Wu1, Yazhou Ren, Ivor Tsang, Zenglin Xu, Wentao Feng*, Jiancheng Lv*, “Multi-view Subspace Clustering on Topological Manifold”, in Proceedings of the Advances in Neural Information Processing Systems 35 (NeurIPS 2022) Main Conference Track, pp. 1-12, Nov. 2022. (CCF-A)
  2. Muhammad Haris, Michael Z. Hou, Wentao Feng*, Faisal Mehmood, Ammar bin Saleem, “A regenerative Enhanced Geothermal System for heat and electricity production as well as energy storage”, Renewable Energy, Vol. 197, pp. 342-358, Sep. 2022. (CAS Journal Ranking Q1Top)
  3. Zhengmeng Hou, Wentao Feng*, “An Integrated Framework to Better Fit Future Energy Systems—Clean Energy Systems Based on Smart Sector Coupling (ENSYSCO)”, Advanced Engineering Sciences, Vol. 54(1), pp. 5-15, Jan. 2022.

2021

  1. Michael Z. Hou, Mengting Li*, Yang Gou, Wentao Feng, “Numerical simulation and evaluation of the fracturing and tight gas production with a new dimensionless fracture conductivity (FCD) model”, Acta Geotechnica, Vol. 16, pp. 985–1000, Apr. 2021. (CAS Journal Ranking Q1Top)

2020 and before

  1. Muhammad Haris, Michael Z Hou, Wentao Feng*, Jiashun Luo, Muhammad Khurram Zahoor, Jianxing Liao, “Investigative Coupled Thermo-Hydro-Mechanical Modelling Approach for Geothermal Heat Extraction through Multistage Hydraulic Fracturing from Hot Geothermal Sedimentary Systems”, Energies, Vol. 13 Iss. 13, pp. 1-21, Jul. 2020.
  2. Cheng Cao, Jianxing Liao*, Zhengmeng Hou, Gui Wang, Wentao Feng, Yanli Fang, “Parametric uncertainty analysis for CO2 sequestration based on distance correlation and support vector regression”, Journal of Natural Gas Science and Engineering, Vol. 77, pp. 1-16, May 2020.
  3. Wentao Feng, “Numerical study of the stimulation related thermo-hydro-mechanical processes in tight gas and deep geothermal reservoirs”, Cuvillier Verlag Göttingen, 2020. (Monograph, a solo work)
  4. Jianxing Liao, Yang Gou, Wentao Feng, Faisal Mehmood, Yachen Xie, Zhengmeng Hou*, “Development of a full 3D numerical model to investigate the hydraulic fracture propagation under the impact of orthogonal natural fractures”, Acta Geotechnica, Vol. 15, pp. 279–295, Feb. 2020. (CAS Journal Ranking Q1Top)
  5. Cheng Cao, Hejuan Liu, Zhengmeng Hou, Faisal Mehmood, Jianxing Liao, Wentao Feng, “A Review of CO2 Storage in View of Safety and Cost-Effectiveness”, Energies, Vol. 13 Iss. 3, pp. 1-45, Jan. 2020.
  6. Jianxin Liao, Michael Z Hou, Faisal Mehmood, Wentao Feng*, “A 3D approach to study the interaction between hydraulic and natural fracture”, Environmental Earth Sciences, Vol. 78 Iss. 24, pp. 1-18, Dec. 2019.
  7. Wentao Feng, Zhengmeng Hou, Jianxing Liao, Patrick Were, “Numerical Study on the Strategies to Reduce the Risk of Induced Seismicity in an Enhanced Geothermal System”, in Proceedings of ISRM European Rock Mechanics Symposium (EUROCK 2018), pp. 1-6, May 2018.
  8. Lei Zhou, Junchao Chen, Yang Gou, Wentao Feng*, “Numerical Investigation of the Time-Dependent and the Proppant Dominated Stress Shadow Effects in a Transverse Multiple Fracture System and Optimization”, Energies, Vol. 10 Iss. 1, pp. 1-21, Jan. 2017.
  9. Wentao Feng, Patrick Were, Mengting Li, Zhengmeng Hou, Lei Zhou*, “Numerical study on hydraulic fracturing in tight gas formation in consideration of thermal effects and THM coupled processes”, Journal of Petroleum Science and Engineering, Vol. 146, pp. 241-254, Oct. 2016. (CAS Journal Ranking Q2Top, 42 citations on Google Scholar)
  10. Wentao Feng, Zhengmeng Hou, Lei Zhou*, Mengting Li, Patrick Were, “Semi-analytical and numerical investigation of hydraulic fracturing and geological barrier integrity based on a case study”, Environmental Earth Sciences, Vol. 73, pp. 5825-5842, May 2015.
  11. …

*: Corresponding author.
1: First author.
CAS: Chinese Academy of Sciences