Search Results for author: Han Tang

Found 2 papers, 1 papers with code

Contextual Molecule Representation Learning from Chemical Reaction Knowledge

1 code implementation21 Feb 2024 Han Tang, Shikun Feng, Bicheng Lin, Yuyan Ni, Jingjing Liu, Wei-Ying Ma, Yanyan Lan

REMO offers a novel solution to MRL by exploiting the underlying shared patterns in chemical reactions as \textit{context} for pre-training, which effectively infers meaningful representations of common chemistry knowledge.

molecular representation Representation Learning +1

Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs

no code implementations27 Dec 2022 Souvik Kundu, Sairam Sundaresan, Sharath Nittur Sridhar, Shunlin Lu, Han Tang, Peter A. Beerel

Existing deep neural networks (DNNs) that achieve state-of-the-art (SOTA) performance on both clean and adversarially-perturbed images rely on either activation or weight conditioned convolution operations.

Image Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.