Research

Neural Distance Embeddings for Biological Sequences NeurIPS 2021 Neural Pharmacodynamic State Space Modeling ICML 2021 Object Classification From Randomized EEG Trials CVPR 2021 ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification Interspeech 2021 PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning AAAI 2021 Passive Inter-Photon Imaging CVPR 2021 Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021 Primacy of Mouth over Eyes: Eye Movement Evidence from Audiovisual Mandarin Lexical Tones and Vowels Interspeech 2021 PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021 Quantifying Vocal Tract Shape Variation and its Acoustic Impact: A Geometric Morphometric Approach Interspeech 2021 Relational Classification of Biological Cells in Microscopy Images AAAI 2021 Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder Interspeech 2021 Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification NeurIPS 2021 Statistically Evaluating Social Media Sentiment Trends towards COVID-19 Non-Pharmaceutical Interventions with Event Studies NAACL 2021 Structure Learning of Undirected Graphical Models for Count Data JMLR 2021 Targeted Neural Dynamical Modeling NeurIPS 2021 The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021 Three-dimensional spike localization and improved motion correction for Neuropixels recordings NeurIPS 2021 Towards the Development of Speech-Based Measures of Stress Response in Individuals NAACL 2021 A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 EMNLP 2020 A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2020 Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment NeurIPS 2020 A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020 A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020 Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification ACL 2020