Ji-Woo Bae

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Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)

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Jinhyung Bae (1)

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Aug 13, 2026

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Sampling Luck Masquerades as Allocation Gain: Auditing Test-Time Budget Allocation for Neural Combinatorial Optimization

Conventional sampling methods in NCO can obscure true performance gains, but adaptive allocation strategies reveal significant improvements under distribution shifts.

Ji-Woo Bae, Jinhyung Bae

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory

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Ji-Woo Bae

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)