papers
Publications (3)
cs.RO2026
Human Cognition in Machines: A Unified Perspective of World Models
Timothy Rupprecht, Pu Zhao, Amir Taherin +20
This report of world models distinguishes prior works by the cognitive functions they innovate. Many works claim an almost human-like cognitive capability in their world models. To…
cs.CR2026
DIG: Oracle-Guided Directed Input Generation for One-Day Vulnerabilities
Andrew Bao, Haochen Zeng, Peng Chen +2
One-day vulnerabilities pose significant risks due to delayed or incomplete patch adoption. Generating proof-of-concept (PoC) inputs is therefore essential for assessing real-world…
cs.CR2026
PBFuzz: Agentic Directed Fuzzing for PoV Generation
Haochen Zeng, Andrew Bao, Jiajun Cheng +1
Proof-of-Vulnerability (PoV) input generation is a critical task in software security and supports downstream applications such as path generation and validation. Generating a PoV…