Search Results for author: Ziqing Lu

Found 3 papers, 0 papers with code

Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems

no code implementations1 Nov 2023 Ziqing Lu, Guanlin Liu, Lifeng Cai, Weiyu Xu

Finding optimal adversarial attack strategies is an important topic in reinforcement learning and the Markov decision process.

Adversarial Attack

A 3D-Shape Similarity-based Contrastive Approach to Molecular Representation Learning

no code implementations3 Nov 2022 Austin Atsango, Nathaniel L. Diamant, Ziqing Lu, Tommaso Biancalani, Gabriele Scalia, Kangway V. Chuang

Molecular shape and geometry dictate key biophysical recognition processes, yet many graph neural networks disregard 3D information for molecular property prediction.

Contrastive Learning Molecular Property Prediction +3

LocalDrop: A Hybrid Regularization for Deep Neural Networks

no code implementations1 Mar 2021 Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama

In neural networks, developing regularization algorithms to settle overfitting is one of the major study areas.

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