Chaitanya K. Joshi

1. Transformers are Graph Neural Networks
   2025/06/27 by Chaitanya K. Joshi, Joshi, Chaitanya K. · 6 voices · 22 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Graph Theory and Algorithms #cs.AI #cs.LG
2. A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
   2023/12/12 by Alexandre Duval, Simon V. Mathis, Duval, Alexandre +19 · 2 voices · 14 citations
   Materials Science · Physics and Astronomy · #Nuclear Physics and Applications #X-ray Diffraction in Crystallography #cs.AI #cs.LG #q-bio.QM #stat.ML
3. Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
   2023/07/17 by Xuan Zhang, Zhang, Xuan, Limei Wang +123 · 1 voice · 17 citations
   #cs.LG #physics.comp-ph
4. All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
   2025/03/05 by Chaitanya K. Joshi, Xiang Fu, Joshi, Chaitanya K. +11 · 27 citations
   Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Block Copolymer Self-Assembly #Quantum many-body systems
5. gRNAde: Geometric Deep Learning for 3D RNA inverse design
   2023/05/24 by Chaitanya K. Joshi, Arian R. Jamasb, Joshi, Chaitanya K. +10 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #RNA and protein synthesis mechanisms
6. Multi-Graph Transformer for Free-Hand Sketch Recognition
   2019/12/24 by Peng Xu, Xu, Peng, Chaitanya K. Joshi +3 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
7. On Learning Paradigms for the Travelling Salesman Problem
   2019/10/16 by Chaitanya K. Joshi, Thomas Laurent, Joshi, Chaitanya K. +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics