Research

Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model ICML 2021 Estimation and Inference for High Dimensional Generalized Linear Models: A Splitting and Smoothing Approach JMLR 2021 Fast End-to-End Learning on Protein Surfaces CVPR 2021 FJWU Participation for the WMT21 Biomedical Translation Task EMNLP 2021 Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design ICML 2021 Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021 Gene Regulatory Network Inference using 3D Convolutional Neural Network AAAI 2021 Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP 2021 High Frequent In-domain Words Segmentation and Forward Translation for the WMT21 Biomedical Task EMNLP 2021 Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity ICML 2021 Integrated Principal Components Analysis JMLR 2021 Interacting Knowledge Sources, Inspection and Analysis: Case-studies on Biomedical text processing EMNLP 2021 Language models enable zero-shot prediction of the effects of mutations on protein function NeurIPS 2021 Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021 Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021 Leveraging Real-Time MRI for Illuminating Linguistic Velum Action Interspeech 2021 Longitudinal Deep Kernel Gaussian Process Regression AAAI 2021 MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021 Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021 Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021 Modular Self-Supervision for Document-Level Relation Extraction EMNLP 2021 Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis CVPR 2021 MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space ICML 2021 MSA Transformer ICML 2021 Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition ACML 2021