Yiqing Liang

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Training Efficiency & Optimization (1)

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Tian Xia (1)Laixi Shi (1)Jiayun Wang (1)

Papers (1)

Sep 30, 2026

2w ago·also Johns Hopkins, Affiliation:, Brown, Georgia Tech +1

Ranking-Aware Prompt Optimization for Multimodal Clinical Diagnosis

Clinical MLLMs can be significantly improved by optimizing for AUROC via pairwise instance rankings, reversing accuracy-based prompt evolution's performance degradation.

Tian Xia, Yiqing Liang, Laixi Shi +1

Eval Frameworks & Benchmarks Multimodal Models Training Efficiency & Optimization

Yiqing Liang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Yiqing Liang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)