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cs.LG2026
MASKerade: Token-Routed Mask Experts for Dense-to-MoE Upcycling
Mingyuan Zhang, Yue Bai, Zhongruo Wang +5
Sparsely activated Mixture-of-Experts (MoE) models increase model capacity without a proportional increase in per-token computation. Dense-to-MoE upcycling reuses pretrained dense…
cs.LG2026
SCI-Defense: Detecting Persuasion-Structured Manipulation of LLM-Based Ranking in Generative Engines
Xucheng Yu, Haibo Jin, Huimin Zeng +1
Generative engine optimization (GEO) has reshaped how sellers compete for visibility in LLM-generated rankings. By embedding persuasive arguments in the content they control, selle…