Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion. - Sambaran Bandyopadhyay; Kishalay Das; M. Narasimha Murty (IEEE BigData, 2020)

Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs. - Sambaran Bandyopadhyay; Kishalay Das; M. Narasimha Murty (CoRR, 2020)

CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials. - Kishalay Das; Bidisha Samanta; Pawan Goyal 002; Seung-Cheol Lee; Satadeep Bhattacharjee; Niloy Ganguly (AAAI, 2023)

CrysMMNet: Multimodal Representation for Crystal Property Prediction. - Kishalay Das; Pawan Goyal 002; Seung-Cheol Lee; Satadeep Bhattacharjee; Niloy Ganguly (UAI, 2023)

Periodic Materials Generation using Text-Guided Joint Diffusion Model. - Kishalay Das; Subhojyoti Khastagir; Pawan Goyal 002; Seung-Cheol Lee; Satadeep Bhattacharjee; Niloy Ganguly (ICLR, 2025)