Scholar
Kishalay Das
Google Scholar ID: AMP0uJsAAAAJ
Prime Minister Research Fellow (PMRF), IIT-Kharagpur, Computer Science and Engineering Department
Machine Learning
Graph Neural Network
Generative Models
AI4Science
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Citations & Impact
All-time
Citations
130
H-index
5
i10-index
5
Publications
8
Co-authors
6
list available
Contact
Email
kishalay.msit@gmail.com
CV
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GitHub
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LinkedIn
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Publications
2 items
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
2025
Cited
0
Periodic Materials Generation using Text-Guided Joint Diffusion Model
2025
Cited
0
Resume (English only)
Academic Achievements
Paper 'CrysLLMGen' accepted at NeurIPS 2025 (Sep 2025)
Paper 'TGDMat' accepted at ICLR 2025 (Jan 2025) and presented at ICLR 2025
Presented PhD work at KDD 2024 PhD Consortium (Aug 2024)
PC Member at IJCAI 2025, AAAI 2025/2026
Reviewer for NeurIPS 2025, ICLR 2025, AAAI 2024, KDD 2024, LOG 2024/2025
Reviewer for workshops including AI4Mat@NeurIPS, ML4Materials@ICLR, TGL@NeurIPS
Nominated as top reviewer at LOG 2024 (Dec 2024)
Background
Currently a Prime Minister Research Fellow (PMRF Fellow) at Indian Institute of Technology, Kharagpur
Member of the Complex Networks Research Group (CNeRG)
Research interests include Graph Representation Learning, Geometric Deep Learning, and Generative Modeling
Particularly focused on applications in AI for Science and AI for Medicine
Doctoral research centers on developing AI methods for 3D material generation and property prediction
Co-authors
6 total
Niloy Ganguly
Department of CSE, Indian Institute of Technology, Kharagpur
Satadeep Bhattacharjee
Indo Korea Science and Technolgy Center, Bangalore
Pawan Goyal
Associate Professor, Computer Science and Engineering, IIT Kharagpur
Co-author 4
Bidisha Samanta
Google Deepmind
Subhojyoti Khastagir
Research Assistant, IIT, KGP
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