Chart-MRAG: Benchmarking Multimodal Retrieval Augmented Generation on Chart-based Documents (2026)
Benchmarks for multimodal retrieval-augmented generation (MRAG) have mostly tested natural images or simple image-text combinations.
DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models (2026)
Neuron-editing approaches to steering the personality of large language models, such as NPTI, alter tens of thousands of MLP neurons per trait and harm general abilities.
Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction (2026)
LLM-driven phone agents usually execute only what the user states explicitly. They struggle when a request leaves out the app ("play some music") or the content ("play my favorite"), and they do not learn from a person's past behavior. Me-Agent addresses this without any fine-tuning by modeling user habits at two…
SafeSteer: A Decoding-level Defense Mechanism for Multimodal Large Language Models (2026)
Multimodal LLMs are easier to jailbreak than text-only models, especially when the harmful content is hidden in an image.

Co-authors here

12 of 18 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

Updated 2 November 2026