Research

Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery ICLR 2022 SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG NeurIPS 2022 Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks Interspeech 2022 STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NeurIPS 2022 Text-to-Text Extraction and Verbalization of Biomedical Event Graphs COLING 2022 The effect of increasing acoustic and linguistic complexity on auditory processing: an EEG study Interspeech 2022 The Functional LiNGAM PGM 2022 ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery NeurIPS 2022 Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces AAAI 2022 Understanding approximate and unrolled dictionary learning for pattern recovery ICLR 2022 Unifying Likelihood-free Inference with Black-box Optimization and Beyond ICLR 2022 Variability in Production of Non-Sibilant Fricative [ç] in /hi/ Interspeech 2022 Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics ICML 2022 Visio-Linguistic Brain Encoding COLING 2022 ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022 12-Lead ECG Reconstruction via Koopman Operators ICML 2021 A Comparative Study of Different EMG Features for Acoustics-to-EMG Mapping Interspeech 2021 A Structured Observation Distribution for Generative Biological Sequence Prediction and Forecasting ICML 2021 Bayesian Distance Clustering JMLR 2021 Brain Decoding Using fNIRS AAAI 2021 Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021 CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021 Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NeurIPS 2021 Disentangling syntax and semantics in the brain with deep networks ICML 2021 Effective Clustering of scRNA-seq Data to Identify Biomarkers without User Input AAAI 2021