Author

Ye-Yun Xu

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Preprint Sep 2026

UNMATCH: Selective Unbalanced Token-Patch Matching for Forensic Image-Claim Verification

Contextual image misuse pairs an image with a misleading claim. We study image-claim correspondence in fact-checked pairs containing out-of-context reuse, visual manipulation, or both. Existing pair-based detectors often compress the two modalities into a global compatibility score or learn a highly flexible interactio...

Xin-Jin Li, Lian Lian, Yuan-Zhe Yang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Hierarchical Belief Modeling for Zero-Shot Opponent Adaptation in Partially Observable Multi-Agent Navigation

HORIZON is a hierarchical agent that combines symmetry aware spatial perception, dual memory belief tracking, relic centric graph attention, information gain driven exploration, information gain driven exploration, and an opponent conditioned policy mixture.

Ko-Wei Shih, Lu Cheng, Ze-Yu Wang et al. · 0 citations