Oral Presentation of My Dissertation Proposal at CS PhD Retreat

View A: Designing novel model architectures that can effectively capture and represent the complexities inherent in scientific data. Project 1: Novel algebraic learning framework for knowledge graph with incorporation of human-defined logic rules. Project 2: Novel motif-based learning framework for molecule property prediction. View B: Multimodal approaches to integrate complementary knowledge from different modalities. Project 3: Multimodal contrastive learning using heterogeneous molecule representations. Project 4: A multimodal fusion approach for integrating molecular learning with language models via soft prompting. View C: Controllable molecule generation. Project 5: Controllable Molecule Generation by Diffusion Language Model

May 29, 2024 4:30 PM — May 29, 2023 5:00 PM

Brandeis CS PhD Retreat 2024