Qian Shao

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Interpretability & Mechanistic Interp (1)Multimodal Models (1)RLHF & Preference Learning (1)

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Qiyuan Chen (1)Hongsen Huang (1)Jiahe Chen (1)Jintai Chen (1)

Papers (1)

Apr 7, 2026

Qiyuan Chen +7Apr 7, 2026

Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling

Stop training black-box reward models: VL-MDR offers a transparent alternative that surfaces *why* a VLM is getting a certain reward, opening the door to more targeted alignment.

Qiyuan Chen, Hongsen Huang, Jiahe Chen +5

Interpretability & Mechanistic Interp Multimodal Models RLHF & Preference Learning

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Qian Shao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)