Chongli Qin

Improved protein structure prediction using potentials from deep learning

Andrew Senior, John Jumper, James Kirkpatrick et al. · Nature · 2020 · 3.4K citations

Engineering, Natural Sciences, Computational Biology +7

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

Andrew Senior, John Jumper, James Kirkpatrick et al. · Proteins Structure Function and Bioinformatics · 2019 · 359 citations · Full text

On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 300 citations · Full text

Mathematical Programming, Artificial Intelligence, Convolutional Neural Network +21

Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples

Sven Gowal, Chongli Qin, Jonathan Uesato et al. · arXiv (Cornell University) · 2020 · 144 citations · Full text

Artificial Intelligence, Large Ai Model, Data Augmentation +13

Scalable Verified Training for Provably Robust Image Classification

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · 2019 · 137 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19