Author

Y. Huang

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Preprint Oct 2026

HumanPhys: A Human-Centric Physical-World Perception Benchmark for Real-World Visual Reasoning

We introduce HumanPhys, a human-centric benchmark for real-world physical perception, and a training corpus emitted by the same pipeline. Each question targets a physically grounded quantity related to people, including depth, inter-person distance, gaze angle, displacement, velocity, heading-step trajectory, blink cou...

Yi-Ming Zhang, En-Zhi Zhou, Ju-Nan Lin et al. · 0 citations

Preprint Aug 2026

Leading-Silence Augmentation and Multi-Stage Synthetic Supervision for the Second MLC-SLM Challenge

The second Multilingual Conversational Speech Language Model (MLC-SLM) Challenge evaluates two tasks over complete, unsegmented multilingual conversations: speaker diarization and recognition and conversational speech understanding.

Ke-Xin Shi, Renhe Sun, Y. Huang et al. · 1 citation