Knowledge extraction pipeline with foundation models for material discoveryViviane T. SilvaBreno William Santos Rezende de Carvalhoet al.2023ACS Fall 2023
Interpretable latent representations for molecular property prediction modelsSanjoy DeyPartha Suryanarayananet al.2023ACS Fall 2023
Hierarchical Proxy Modeling for Improved HPO in Time Series ForecastingArindam JatiVijay Ekambaramet al.2023KDD 2023
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series ForecastingVijay EkambaramArindam Jatiet al.2023KDD 2023
The Information Pathways Hypothesis: Transformers are Dynamic Self-EnsemblesMd Shamim HussainMohammed J. Zakiet al.2023KDD 2023
Scope 3 emission estimation using large language modelsAyush JainManikandan Padmanabanet al.2023KDD 2023
Integrating Chemical Language and Physicochemical Features for Enhanced Molecular Property Prediction with Multimodal Language ModelsEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2023KDD 2023
Challenges in post-training quantization of Vision TransformersPiotr Sebastian KluskaFlorian Scheideggeret al.2023KDD 2023
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based LearningDerek ChengDhaval Patelet al.2023KDD 2023