Hyundong Jin
2 indexed papers
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226
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AI×2NLP×1
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2026
STAB: Specification-driven Testing for Algorithmic Bottlenecks
STAB is a novel specification-driven pipeline that generates test cases exposing algorithmic bottlenecks by combining constraint-bound maximization and adversarial structure injection, significantly improving bottleneck detection rates across various LLMs.
EPIC: Efficient and Parallel Inference under CFG Constraints for Diffusion Language Models
The paper proposes EPIC, an efficient and parallel decoding framework that significantly speeds up the process of constraining diffusion language model outputs using Context-Free Grammars (CFG).
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Papers
cs.CLcs.AIRecentMay 30, 2026
EPIC: Efficient and Parallel Inference under CFG Constraints for Diffusion Language Models
The paper proposes EPIC, an efficient and parallel decoding framework that significantly speeds up the process of constraining diffusion language model outputs using Context-Free Grammars (CFG).
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cs.AIRecentMay 27, 2026