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20222026
most citedProtSi: Prototypical Siamese Network with Data Augmentation for Few-Shot Subjective Answer Evaluation

1 citations · 2 across the 10 of their papers we have counts for

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cs.AI2026

MoFlow: Multi-Objective Agentic Workflow Generation

Yining Lu, Aurelie Lozano, Xi Yang +3

We study the generation of agentic workflows that jointly optimize multiple objectives, such as accuracy, cost, latency, robustness, and consistency. Existing methods for workflow…

cs.CL2026

Uncovering Cross-Objective Interference in Multi-Objective Alignment

Yining Lu, Meng Jiang

We study a persistent failure mode in multi-objective alignment for large language models (LLMs), in which scalarized training improves only some objectives while the others degrad…