Author

Leye Wang

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Book Open access Aug 2026

A Data-driven Route Segmentation Framework for Time-of-Arrival Estimation Service

Estimated Time of Arrival (ETA) is a core service for ride-hailing, public transit, and map-based navigation platforms. While prior studies have extensively explored model architectures and learning algorithms, route segmentation remains largely underexplored. Predefined spatial markers in existing approaches often obs...

Jiangyi Fang, Liyue Chen, Yinfeng Xiang et al. · Proceedings of the 32nd ACM... · 0 citations

#machine learning Preprint Sep 2026

KVMem: Virtualizing Million-Token Agent Workspaces on a Consumer GPU

Modern LLM agents operate in persistent workspaces whose accumulated history can exceed both GPU KV capacity and the model's native context window. Existing systems typically compact older context into summaries or retrieve it later as text, either losing fine-grained execution evidence or repeatedly prefilling content...

Di Chai, Leye Wang, Ze-Shen Su et al. · 0 citations