الباحثون

Runyu Zhang

المنشورات 2

نسخة أولية وصول مفتوح

Metric-Based Equilibrium Selection in Noncooperative Differentiable Games

Metric conditioning can change which equilibrium attracts learning dynamics without moving the equilibria of a differentiable game. We study how to use state-dependent symmetric positive-definite (SPD) metrics to select among known equilibria by keeping a designated equilibrium attracting while making a rival unstable. …

نسخة أولية وصول مفتوح

MatToolBench: Benchmarking Multimodal Agents in Real-World Materials Science Workflows

Mei Wu, Rui Xie, Runyu Zhang وآخرون · 2026

Multimodal GUI agents have achieved impressive results on general software benchmarks, yet their ability to operate professional scientific software remains largely unexplored. In materials science, sparse domain-specific web data, specialized interfaces, and tacit workflow conventions create blind spots that general-p …

المؤلفون المشاركون