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cs.AI2026
Talk2Agent: Benchmarking Voice Interfaces for Text Agents
Terumi Chiba, Guangzhi Sun, Zheqi Yuan +1
Large language model (LLM) computer-use agents are typically evaluated with clean written instructions, despite speech being an increasingly popular interface for interacting with…
cs.AI2026
OmniMem: Perturbation-aware Memory Compression for Streaming Audio-Visual LLMs
Guangzhi Sun, Yixuan Li, Yudong Yang +1
Audio-visual large language models (LLMs) hold strong promise for long-form video understanding, yet their long-video inference is fundamentally limited by the linear growth of vid…