Hao-Chun Yang
Senior AI/ML Engineer @ Aptiv
Hey, thanks for stopping by! 👋 I’m Hao-Chun Yang, a Senior Machine Learning Engineer at Aptiv, Germany. I lead a team building an end-to-end multimodal sensor-fusion perception system for Level 4 autonomous driving — architecting and optimizing Transformer-based 3D perception with TensorRT and ONNX for edge deployment.
Previously I was a Postdoctoral Researcher at the University of Tübingen / Donders Institute (MHM-Lab, PI: Thomas Wolfers), working on self-supervised and unsupervised representation learning for long-tailed neuroimaging — including a masked mesh vision transformer that improved psychosis detection by 6.7% AUROC and vision-language foundation-model fine-tuning for neurodegenerative disease detection. I received my PhD in Electrical Engineering from National Tsing Hua University, Taiwan supervised by Prof. Chi-Chun Lee.
My interests lie broadly at the intersection of robust and reliable ML: Large-scale Self-Supervised Learning, Generative Models, Domain Adaptation, and Anomaly Detection applied to multi-modality signals.
news
| Jul 01, 2024 | Excited to join Aptiv as Senior AI/ML Engineer — building the L4 Perception stack (multimodal sensor fusion for self-driving)! 🚗 |
|---|---|
| Mar 01, 2023 | After three months of making friends with the immigration office, I have finally embarked on my postdoc journey in Tübingen! Guten Tag! 🍺 |
| Oct 15, 2022 | Completed military service. I’m happy to have gained a some weight 🪖 |
| Apr 07, 2022 | 👨‍🎓 Survived from thesis defense “Physiological-based Affective Computing using Personality Invariant Learning” |
| Sep 05, 2021 | 🎉 Best Challenge Poster in 2021 PhysioNet/CinC Challenge (with InventecAI, preprint). |