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Kishalay Das

4 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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๐ŸŒ Conference Polyglot ยท Bronze ๐Ÿ† Keyword Champion (2)

Venues

UAI (2) AAAI (1) ICLR (1)

Top co-authors

Niloy Ganguly (4) Pawan Goyal (4) Satadeep Bhattacharjee (3) Seung-Cheol Lee (3) Partha Basuchowdhuri (1) Shrimon Mukherjee (1) Bidisha Samanta (1) Subhojyoti Khastagir (1)

Research topics

Machine Learning (3) Core Methods (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core AI (2) Application Areas (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

graph neural network (4) crystal property prediction (2) knowledge transfer (1) knowledge distillation (1) prompt learning (1) diffusion model (1) pre-trained model (1) molecular generation (1) multimodal representation (1) property prediction (1) soft prompt (1) crystalline material (1) text-guided generation (1) crystal structure (1) periodic material (1) transfer learning (1) materials representation (1) self-supervised learning (1)

Papers

Model Agnostic Graph Prompt Learning for Crystal Property Prediction UAI 2026 Periodic Materials Generation using Text-Guided Joint Diffusion Model ICLR 2025 CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials AAAI 2023 CrysMMNet: Multimodal Representation for Crystal Property Prediction UAI 2023