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Qingbin Li

3 accepted papers

2026

Mimic Human Cognition, Master Multi-Image Reasoning: A Meta-Action Framework for Enhanced Visual Understanding

CVPR 2026

While Multimodal Large Language Models (MLLMs) excel at single-image understanding, they exhibit significantly degraded performance in multi-image reasoning scenarios. Multi-image reasoning presents fundamental challenges including complex inter-relationships between images and scattered critical in

Cited by 0SourceScholar
2026

RaPA: Enhancing Transferable Targeted Attacks via Random Parameter Pruning

CVPR 2026

Compared to untargeted attacks, targeted transfer-based attack still suffers from much lower Attack Success Rates (ASRs), although significant improvements have been achieved by kinds of methods, such as diversifying input, stabilizing the gradient, and re-training surrogate models. In this paper, w

Cited by 0SourcecodeScholar
2023

Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment

IJCAI 2023poster

Network alignment aims at finding the correspondence of nodes across different networks, which is significant for many applications, e.g., fraud detection and crime network tracing across platforms. In practice, however, accessing the topological information of different networks is often restrict…