Zhengyang Liang

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authored 6 papers 25 days ago

Seeing Clearly, Answering Incorrectly: A Multimodal Robustness Benchmark for Evaluating MLLMs on Leading Questions

Paper • 2406.10638 • Published Jun 15, 2024

MomentSeeker: A Comprehensive Benchmark and A Strong Baseline For Moment Retrieval Within Long Videos

Paper • 2502.12558 • Published Feb 18

Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval

Paper • 2502.11431 • Published Feb 17

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification

Paper • 2506.19225 • Published Jun 24

TimeScope: Towards Task-Oriented Temporal Grounding In Long Videos

Paper • 2509.26360 • Published Sep 30

UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist

Paper • 2511.08521 • Published 28 days ago • 37