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PeiQi Jiang

3 accepted papers

2026

From Evaluation to Defense: Advancing Safety in Video Large Language Models

ICLR 2026poster

While the safety risks of image-based large language models (Image LLMs) have been extensively studied, their video-based counterparts (Video LLMs) remain critically under-examined. To systematically study this problem, we introduce \textbf{VideoSafetyEval} - the first large-scale, real-world benchm…

Cited by 0SourceScholar
2026

Latents-Inv:Robust Semantic Watermark via Dual-Path Mutual Information Redundancy for Diffusion Models

IJCAI 2026

Semantic watermarking methods, embedding identity into the initial latent noise, provide an imperceptible identity traceability for diffusion models in copyright protection and source verification. However, existing methods are highly vulnerable to adversarial attacks, especially geometric transform

Cited by 0Scholar
2023

LinkerNet: Fragment Poses and Linker Co-Design with 3D Equivariant Diffusion

NeurIPS 2023spotlight

Targeted protein degradation techniques, such as PROteolysis TArgeting Chimeras (PROTACs), have emerged as powerful tools for selectively removing disease-causing proteins. One challenging problem in this field is designing a linker to connect different molecular fragments to form a stable drug-cand…