Xin Zhong

2 accepted papers

2026

LFQA-E: Carefully Benchmarking Long-form QA Evaluation

Yuchen Fan, Chen Ling, Xin Zhong, Shuo Zhang, Heng Zhou, Yuchen Zhang +8

ICLR 2026poster

Long-Form Question Answering (LFQA) involves generating comprehensive, paragraph-level responses to open-ended questions, which poses a significant challenge for evaluation due to the richness of information and flexible response format. Existing LFQA-evaluation benchmarks often lack reference answe…

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2026

TIACam: Text-Anchored Invariant Feature Learning with Auto-Augmentation for Camera-Robust Zero-Watermarking

Abdullah Tanvir, Agnibh Dasgupta, Xin Zhong

CVPR 2026

Camera recapture introduces complex optical degradations, such as perspective warping, illumination shifts, and Moire interference, that remain challenging for deep watermarking systems. We present TIACam, a text-anchored invariant feature learning framework with auto-augmentation for camera-robust

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