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cs.LG2026
HAServe: Horizon-Aware Scheduling and Memory Co-Design for Efficient LLM Serving
Xingyu Qu, Tianhao Lin, Yiqi Li +2
Online large language model (LLM) services process requests that share context but differ in prefix structure and arrival timing. Finite capacity couples request admission and key-…
cs.LG2025
Context and Diversity Matter: The Emergence of In-Context Learning in World Models
Fan Wang, Zhiyuan Chen, Yuxuan Zhong +8
The capability of predicting environmental dynamics underpins both biological neural systems and general embodied AI in adapting to their surroundings. Yet prevailing approaches re…