most citedLocalizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs

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cs.LG2026

Chem4DLLM: 4D Multimodal LLMs for Chemical Dynamics Understanding

Xinyu Li, Zhen Zhang, Qi Chen +3

Existing chemical understanding tasks primarily rely on static molecular representations, limiting their ability to model inherently dynamic phenomena such as bond breaking or conf…

cs.LG2026

DualSpec: Accelerating Deep Research Agents via Dual-Process Action Speculation

Shuzhang Zhong, Baotong Lu, Qi Chen +3

Large language model-based deep research agents have been increasingly popular for addressing long-horizon information-seeking tasks, but they often incur high end-to-end latency d…