Ron Yifeng Wang — accepted AI-conference papers

2026

Agent JIT Compilation for Latency-Optimizing Computer-Use Agent Planning and Scheduling

Caleb Winston, Ron Yifeng Wang, Azalia Mirhoseini, Christoforos Kozyrakis

ICML 2026poster

Computer-use agents (CUA) automate tasks specified with natural language such as "order the cheapest item from Taco Bell", by generating sequences of calls to tools such as click, type, and scroll on a browser. Current CUA implementations follow a sequential fetch-screenshot-execute loop where each …

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2025

BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems

Andy K Zhang, Joey Ji, Celeste Menders, Riya Dulepet, Thomas Qin, Ron Yifeng Wang +28

NeurIPS 2025poster

AI agents have the potential to significantly alter the cybersecurity landscape. Here, we introduce the first framework to capture offensive and defensive cyber-capabilities in evolving real-world systems. Instantiating this framework with BountyBench, we set up 25 systems with complex, real-world c…

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