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Home/Authors/Jiangyu Chen

Jiangyu Chen

1 indexed paper

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Publications per year

1
26

Top categories

AI×1ML×1

Frequent co-authors

Banyi1×

Research Timeline

2026
Evidence-Gated LLM Priors for Multi-Objective Bayesian Optimization

The paper proposes an objective-wise reputation-market mechanism to dynamically calibrate and gate LLM-generated expert priors in multi-objective Bayesian optimization, showing that dynamic calibration improves robustness over fixed priors.

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Papers

cs.AIcs.LGRecentJun 1, 2026

Evidence-Gated LLM Priors for Multi-Objective Bayesian Optimization

Jiangyu Chen, Banyi

The paper proposes an objective-wise reputation-market mechanism to dynamically calibrate and gate LLM-generated expert priors in multi-objective Bayesian optimization, showing that dynamic calibratio…

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