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Showing papers from Yunnan University Show all papers

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NeurIPS 2026YunnanVision-language models

Adaptive-Margin Masking and Restoration for Balanced Multimodal Learning

Guangbin Zhang, Zheyang Luo, Jiangming Liu

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YunnanNational University of SingaporeU Washington, Google DeepMindAdversarial robustness

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems

FlowSteer is a prompt-only attack that steers multi-agent LLM workflows to amplify malicious signals via planning-time vulnerabilities, while FlowGuard defensively reduces success by 34%.

Fanxiao Li, Jiaying Wu, Tingchao Fu, Natasha Jaques and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 2/5