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cs.LG2026
PPT-Eval: A Benchmark for Computer-Use Agents on PowerPoint Tasks
Apurva Gandhi, Vishwas Suryanarayanan, Raja Hasnain Anwar +6
Creating and editing slides is a rich, multimodal activity that is ubiquitous in professional and educational settings, making it an ideal testbed for real-world computer-use agent…
cs.LG2025
VerificAgent: Domain-Specific Memory Verification for Scalable Oversight of Aligned Computer-Use Agents
Thong Q. Nguyen, Shubhang Desai, Raja Hasnain Anwar +3
Continual memory augmentation lets computer-using agents (CUAs) learn from prior interactions, but unvetted memories can encode domain-inappropriate or unsafe heuristics--spurious…
cs.LG2023
InferNet: Exploiting Aggregate GPU Profiles as Side-Channel for DNN Architecture Inference
Raja Hasnain Anwar, Jonah O'Brien Weiss, Tiago Alves +1
Deep Neural Networks (DNNs) have become ubiquitous for their ability to solve problems across various domains, including computer vision, natural language processing, and speech re…