Kishalay Das

According to our database, Kishalay Das authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation.

Subhojyoti Khastagir, Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Periodic Materials Generation using Text-Guided Joint Diffusion Model.

Kishalay Das, Subhojyoti Khastagir, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

CrysMMNet: Multimodal Representation for Crystal Property Prediction.

Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

Proceedings of the Uncertainty in Artificial Intelligence, 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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2020

Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs.

Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty

CoRR, 2020

Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion.

Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020