Luming Yang

Bolz Hall 214C

Columbus OH 43210

yang.7670_at_osu.edu

I am currently a Ph.D. student and Research Associate at The Ohio State University, working with Prof. Alper Yilmaz in the Photogrammetric Computer Vision Lab. My research focuses on computer vision, interdisciplinary AI, and AI for science and social impact.

Broadly, I am interested in developing intelligent systems that connect visual understanding with real-world applications, bridging data-driven methods and domain knowledge to advance both scientific discovery and societal well-being.

news

Nov 08, 2025	Our paper GaussMedAct was accepted by AAAI 2026.
Oct 30, 2025	Our paper was accepted by Briefings in Bioinformatics.
Oct 22, 2025	I am serving on the Program Committee for AAAI 2026.
Oct 20, 2025	Our paper BiteEEG was accepted by BIBM 2025.

selected publications

GECCO’24

Tensorized ant colony optimization for GPU acceleration

Luming Yang, Tao Jiang, and Ran Cheng^†

In Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

arXiv Bib PDF Code

@inproceedings{yang2024tensorized,
  title = {Tensorized ant colony optimization for GPU acceleration},
  author = {Yang, Luming and Jiang, Tao and Cheng, Ran},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  pages = {755--758},
  year = {2024},
}

BIBM’25

Bidirectional Time-Frequency Pyramid Network for Enhanced Robust EEG Classification

Jiahui Hong^*, Siqing Li^*, Muqing Jian, and Luming Yang^†

In 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)Oral, AR: 19.6% , 2025

arXiv Bib Code

@inproceedings{hong2025biteeeg,
  title = {Bidirectional Time-Frequency Pyramid Network for Enhanced Robust EEG Classification},
  author = {Hong, Jiahui and Li, Siqing and Jian, Muqing and Yang, Luming},
  booktitle = {2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  year = {2025},
  organization = {IEEE},
}

AAAI’26

Multivariate Gaussian Representation Learning for Medical Action Evaluation

Luming Yang^*, Haoxian Liu^*, Siqing Li, and Alper Yilmaz^†

In The 40th Annual AAAI Conference on Artificial IntelligenceAR: 24.1% , 2026

Disrupting explicit encoding paradigms: property-interactive transformers decode TCR specificity beyond dataset biases

Luming Yang, Haoxian Liu, Alberto Calanche, Serkan Gokcek, and 5 more authors

Briefings in Bioinformatics, 2025

DOI Bib

@article{yang2025disrupting,
  title = {Disrupting explicit encoding paradigms: property-interactive transformers decode TCR specificity beyond dataset biases},
  author = {Yang, Luming and Liu, Haoxian and Calanche, Alberto and Gokcek, Serkan and Singh, Vipul and Sansoterra, Nicolas and Akkaya, Muhammed and Akkaya, Burak and Yilmaz, Alper},
  journal = {Briefings in Bioinformatics},
  year = {2025},
  publisher = {Oxford University Press},
  doi = {10.1093/bib/bbaf609},
  url = {https://doi.org/10.1093/bib/bbaf609},
}