Search Results for author: Ximing Qiao

Found 3 papers, 1 papers with code

Learning and Compositionality: a Unification Attempt via Connectionist Probabilistic Programming

no code implementations26 Aug 2022 Ximing Qiao, Hai Li

We consider learning and compositionality as the key mechanisms towards simulating human-like intelligence.

Probabilistic Programming

On Provable Backdoor Defense in Collaborative Learning

no code implementations19 Jan 2021 Ximing Qiao, Yuhua Bai, Siping Hu, Ang Li, Yiran Chen, Hai Li

The framework shows that the subset selection process, a deciding factor for subset aggregation methods, can be viewed as a code design problem.

backdoor defense

Defending Neural Backdoors via Generative Distribution Modeling

1 code implementation NeurIPS 2019 Ximing Qiao, Yukun Yang, Hai Li

An original trigger used by an attacker to build the backdoored model represents only a point in the space.

Backdoor Attack Image Generation +1

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