Author

Meng-Yang Xiong

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#natural language process... Preprint Sep 2026

Circuit Hypernetworks for Quantum-Augmented Diffusion Language Models

Language models can be adapted by changing the computations applied to individual tokens. Quantum circuits offer one such approach, but evaluating wider circuits inside a large model can be computationally demanding. Here we introduce HyperQ, which adds token-conditioned quantum residual branches to a frozen masked-dif...

Xiaoqiang Wang, Meng-Yang Xiong, Jun Dai et al. · 0 citations

#artificial intelligence Preprint Sep 2026

ReactHuman: A Physics-Grounded Benchmark for Human-Like Reactive Decision-Making in Embodied Multimodal LLMs

Reacting to sudden physical hazards is both a meaningful test of embodied intelligence and a hard requirement for deploying multimodal large language models (MLLMs) as the decision core of household robots, and ReactHuman is the first physics-grounded benchmark for human-like reactive decision-making.

Yi-Zhan Li, Jian-Xing You, Meng-Yang Xiong et al. · 0 citations