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Paper Lightning Talk
in
Workshop: Trustworthy Multi-modal Foundation Models and AI Agents (TiFA)

Paper Lightning Talks

Dehan Kong · Zhuo ZHI · Shiyang Lai · John Heibel · Orr Paradise · Marvin Li · Jeffrey Wang

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Sat 27 Jul 6:10 a.m. PDT — 6:50 a.m. PDT

Abstract:

Games for AI-Control: Models of Safety-Evaluations of AI Deployment Protocols (Outstanding Paper; remote);

Decomposed evaluations of geographic disparities in text-to-image models (Outstanding Paper; remote);

WebCanvas: Benchmarking Web Agents in Online Environments (Dehan Kong);

Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity (Zhuo Zhi);

Can Editing LLMs Inject Harm? (Shiyang Lai);

MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants (John Heibel);

Models That Prove Their Own Correctness (Orr Paradise);

Bias Begets Bias: the Impact of Biased Embeddings on Diffusion Models (Marvin Li & Jeffrey Wang)

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