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Author

Jun-Yan Wang

2 papers indexed here

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Preprint Aug 2026

LIRA: Local Cross-Layer Information Routing for Vision-Language-Action Decoding

LIRA is introduced, a local cross-layer action-conditioning mechanism that formulates VLM-to-action conditioning as depth-aware information routing and improves the principal aggregate metrics over the VLA-Adapter baseline under the same 0.5B-parameter configuration.

Zhe-Wei Zhang, Pu Wang, Guan-Ren Qiao et al. · 4 citations
#natural language process... Preprint Aug 2026

ManGo: Manga Active Narrative Grounding Optimization

ManGo (Manga Active Narrative Grounding Optimization), an unsupervised framework for active manga visual question answering, introduces Active Narrative Sketching (ANS), which iteratively selects panels, extracts concise grounded clues, and decides when to stop, forming a compact question-directed evidence sketch befor...

Hao Qiu, Jun-Yan Wang, Zheyuan Liu et al. · 0 citations

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