Das, Kishalay

6 publications

ICLRW 2025 CrysLDM: Latent Diffusion Model for Crystal Material Generation Subhojyoti Khastagir, Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

NeurIPS 2025 LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation Subhojyoti Khastagir, Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

ICLR 2025 Periodic Materials Generation Using Text-Guided Joint Diffusion Model Kishalay Das, Subhojyoti Khastagir, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

ICLRW 2023 CrysGNN : Distilling Pre-Trained Knowledge to Enhance Property Prediction for Crystalline Materials. Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

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

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