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Youngsuk Park

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• Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
• Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
• Demystifying Transition Matching: When and Why It Can Beat Flow Matching