2 papers
cs.MA2026
DeepRoot: A KG-Coordinated Multi-Agent System for Therapeutic Reasoning over Historical Medical Texts
Zijian Carl Ma, Sean J. Wang, Sijbren Kramer +1
Historical medical archives and traditional medicines hold immense potential for drug discovery and remain a primary source for current drug development. However, pre-ontological p…
cs.LG2026
How to Score Experts for One-Shot MoE Expert Pruning: A Unified Formulation and Selection Principle
Zongfang Liu, Jinghui Zhang, Zijian Ma +2
Mixture-of-Experts (MoE) language models reduce per-token computation through sparse expert activation, yet deployment still requires storing the full expert pool, making one-shot…