Jia-Yang Wu

Alignment-Aware Genomic Coordinate Encoding for Long-Range DNA Modeling

Current genomic foundation models (GFMs) largely inherit the language-modeling paradigm over contiguous token sequences, treating DNA as ordinary text. The genome, however, is a coordinate-based system of sparse signals: the entities that matter, such as individual variants, regulatory elements, and distal gene interac...

Latency-Failure-Aware Multi-Agent Fuzzy Reinforcement Learning for Reliable Service Function Chain Backup