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Fengxiang He

University of Edinburgh (from arXiv:2602.03981, 2026) · ORCID · OpenAlex

14 papers in scope · 13 published · 1 on the econ.EM arXiv · 678 citations · h-index 7 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Shubhranshu Shekhar
  2. Andrea Carriero
  3. Davide Pettenuzzo
  4. Gbenga Ibikunle
  5. Aijie Shu
  6. Wenbin Wu
  7. Alessio Brini
  8. Luigi Longo
  9. Konstantin Boss
  10. Luca Onorante
  11. Dalibor Stevanović
  12. Philippe Goulet Coulombe
  13. Florian Huber
  14. Josef Schreiner
  15. Joshua C. C. Chan
  16. Gary Koop
  17. Michael Pfarrhofer
  18. Maxime Leroux
  19. Stéphane Surprenant
  20. Anthoulla Phella

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(1 of 14)

DeXposure-FM: A Time-series, Graph Foundation Model for Credit Exposures and Stability on Decentralized Financial Networks
working paper2026 · arXiv
with Aijie Shu, Wenbin Wu, Gbenga Ibikunle
Paper profile arXiv arXiv:2602.03981
Approaching the Global Nash Equilibrium of Non-Convex Multi-Player Games
published2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 7 citations
with Guanpu Chen, Gehui Xu, Yiguang Hong, Leszek Rutkowski, Dacheng Tao
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boosting Fair Classifier Generalization through Adaptive Priority Reweighing
published2024 · ACM Transactions on Knowledge Discovery from Data · 2 citations · first circulated 2023
with Zhihao Hu, Yiran Xu, Mengnan Du, Jindong Gu, Xinmei Tian
ACM Transactions on Knowledge Discovery from Data
Attentive Learning Facilitates Generalization of Neural Networks
published2024 · IEEE Transactions on Neural Networks and Learning Systems · 2 citations
with Shiye Lei, Haowen Chen, Dacheng Tao
IEEE Transactions on Neural Networks and Learning Systems
Understanding Deep Learning via Decision Boundary
published2023 · IEEE Transactions on Neural Networks and Learning Systems · 14 citations · first circulated 2022
with Shiye Lei, Yancheng Yuan, Dacheng Tao
IEEE Transactions on Neural Networks and Learning Systems
Heterogeneous multi-task Gaussian Cox processes
published2023 · Machine Learning · 2 citations
with Feng Zhou, Quyu Kong, Zhijie Deng, Peng Cui, Jun Zhu
Machine Learning
Reject Decoding via Language-Vision Models for Text-to-Image Synthesis
published2023 · Proceedings of the AAAI Conference on Artificial Intelligence
with Fuxiang Wu, Liu Liu, Fusheng Hao, Lei Wang, Jun Cheng
Proceedings of the AAAI Conference on Artificial Intelligence
Spectral complexity-scaled generalisation bound of complex-valued neural networks
published2023 · Artificial Intelligence · 8 citations · first circulated 2021
with Haowen Chen, Shiye Lei, Dacheng Tao, Hao Chen
Artificial Intelligence
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition
published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 51 citations · first circulated 2021
with Yue He, Chen Chen, Jing Zhang, Juhua Liu, Chaoyue Wang, Bo Du, Boxue Du
Proceedings of the AAAI Conference on Artificial Intelligence
Siamese Network with Interactive Transformer for Video Object Segmentation
published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 38 citations · first circulated 2021
with Meng Lan, Jing Zhang, Lefei Zhang
Proceedings of the AAAI Conference on Artificial Intelligence
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization
published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 4 citations
with Ming-Hui Chen, Wen Cheng, Feng Zheng, Ling Shao, Cheng Wen
Proceedings of the AAAI Conference on Artificial Intelligence
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting
published2021 · Neural Computation · 49 citations · first circulated 2020
with Zeke Xie, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama
Neural Computation
Why ResNet Works? Residuals Generalize
published2020 · IEEE Transactions on Neural Networks and Learning Systems · 392 citations · first circulated 2019
with Tongliang Liu, Dacheng Tao
IEEE Transactions on Neural Networks and Learning Systems
Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence
published2019 · Neural Information Processing Systems · 109 citations
with Tongliang Liu, Dacheng Tao
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Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.