Author

Alok Prakash

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#machine learning Preprint Sep 2026

Plan-to-Synthesis: Cross-City Human Mobility Generation via Semantic Latent Flow Matching

Human mobility generation aims to synthesize realistic point-of-interest (POI) visitation trajectories and has become an important tool for travel behavior modeling, transportation management, and urban planning. Existing diffusion-based methods achieve high fidelity but require per-city generation, given the inherent...

Zhou-Fu Wang, Bao-Shen Guo, Zhi-Qing Hong et al. · 0 citations

#artificial intelligence Feb 2026

MineDraft: A Framework for Batch Parallel Speculative Decoding

MineDraft, a batch parallel speculative decoding framework designed to effectively hide drafting latency by overlapping it with verification, is proposed, and the theoretical analysis shows that PSD is substantially more efficient than standard SD.

Zhenwei Tang, A. Verma, Zijian Zhou et al. · arXiv.org · 2 citations