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cs.LG2026
Efficient Omni-modal Large Language Model Inference via Per-Query Modality Selection
Shuqi Liu, Yuzhou Cao, Luke Ong
Omni-modal large language models (Omni-LLMs) can jointly process a broad range of modalities, such as text, audio, and video, enabling stronger multimodal understanding and reasoni…
cs.LG2025
Open Problems in Machine Unlearning for AI Safety
Fazl Barez, Tingchen Fu, Ameya Prabhu +16
As AI systems become more capable, widely deployed, and increasingly autonomous in critical areas such as cybersecurity, biological research, and healthcare, ensuring their safety…