Zhanxiang Cao

Shanghai Jiao Tong University, Shanghai Innovation Institute

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Red-Teaming & Adversarial Robustness (1)

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Jianming Ma (1)Qiyue Yang (1)Yang Zhang (1)Liyun Yan (1)

Papers (1)

Jun 11, 2026

1w ago·also MIT CSAIL, Shanghai Innovation

PolyFlow: Safe and Efficient Polytope-Constrained Flow Matching with Constraint Embedding and Projection-free Update

Achieving zero constraint violations without sacrificing generative quality, PolyFlow redefines the landscape of safe flow-based modeling in critical applications.

Jianming Ma, Qiyue Yang, Yang Zhang +4

Constitutional AI & AI Ethics Red-Teaming & Adversarial Robustness

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Zhanxiang Cao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)