Author

Zelin Zang

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Book Open access Aug 2026

TCG-LLM: Physics-aware Fine-tuning with Quality-based Reward Shaping for Tropical Cyclogenesis Detection and Localization

Tropical cyclones (TCs) are destructive weather systems, and accurate detection and localization of tropical cyclogenesis (TCG) are critical for mitigating their impacts. Existing deep learning methods mainly focus on a single TC or a limited region, and thus cannot detect and localize all concurrent TCG events over an...

Zhaoyang Ma, Ze-Lin Zang, Dongfang Ma · Proceedings of the 32nd ACM... · 0 citations

Preprint Aug 2026

BioM-JEPA: joint-embedding prediction of graph-connected gene blocks in single cells

Results support graph-connected gene blocks as useful prediction units for JEPA-style representation learning in single-cell biology by supporting block-level prediction of graph-connected gene blocks defined by protein-association and corpus-derived coexpression evidence.

Yu-Hao Wang, Ze-Lin Zang, Yuxuan Liu et al. · 0 citations