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cs.AI2026
LLM-Guided Strategy Synthesis for Scalable Equality Saturation
Chenyun Yin, Youwei Xiao, Yuze Luo +2
Equality saturation (EqSat) is a powerful optimization paradigm that compactly represents many equivalent programs in an e-graph and delays commitment until extraction selects a lo…
cs.AI2026
Hive: A Multi-Agent Infrastructure for Algorithm- and Task-Level Scaling
Zizhang Luo, Yuhao Luo, Youwei Xiao +3
Large language models are increasingly deployed as complex agentic systems that scale with task complexity. While prior work has extensively explored model- and system-level scalin…