Triton-Seq A compiler-extended Triton framework for GPU-accelerated Smith-Waterman sequence alignment with custom MLIR passes for automatic shared memory optimization. UFG-GGEMM High-performance grouped matrix multiplication for fine-grained and ultra-fine-grained Mixture-of-Experts workloads.