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Chaitanya K. Joshi
Chaitanya K. Joshi
Other namesChaitanya Joshi
PhD Student, University of Cambridge
Verified email at cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
Benchmarking Graph Neural Networks
VP Dwivedi, CK Joshi, AT Luu, T Laurent, Y Bengio, X Bresson
Journal of Machine Learning Research (JMLR), 2020
13952020
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem
CK Joshi, T Laurent, X Bresson
INFORMS Annual Meeting 2019, 2019
5652019
Learning the Travelling Salesperson Problem Requires Rethinking Generalization
CK Joshi, Q Cappart, LM Rousseau, T Laurent
Constraints, 1-29, 2022
2792022
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ...
arXiv preprint, 2023
177*2023
On the Expressive Power of Geometric Graph Neural Networks
CK Joshi*, C Bodnar*, SV Mathis, T Cohen, P Liò
ICML 2023 - International Conference on Machine Learning. Also presented at …, 2023
1282023
Multigraph Transformer for Free-Hand Sketch Recognition
P Xu, CK Joshi, X Bresson
IEEE Transactions on Neural Networks and Learning Systems, 2021
1152021
Personalization in Goal-oriented Dialog
CK Joshi, F Mi, B Faltings
NeurIPS 2017 Conversational AI Workshop, 2017
1152017
Transformers are Graph Neural Networks
C Joshi
The Gradient (https://thegradient.pub/transformers-are-graph-neural-networks/), 2020
1102020
A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
A Duval*, SV Mathis*, CK Joshi*, V Schmidt*, S Miret, FD Malliaros, ...
arXiv preprint, 2023
962023
On Representation Knowledge Distillation for Graph Neural Networks
CK Joshi, F Liu, X Xun, J Lin, CS Foo
IEEE Transactions on Neural Networks and Learning Systems, 2022
882022
PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses
C Harris, K Didi, A Jamasb, CK Joshi, SV Mathis, P Lio, T Blundell
NeurIPS 2023 Generative AI and Biology Workshop, 2023
61*2023
On Learning Paradigms for the Travelling Salesman Problem
CK Joshi, T Laurent, X Bresson
NeurIPS 2019 Graph Representation Learning Workshop, 2019
482019
gRNAde: Geometric Deep Learning for 3D RNA inverse design
CK Joshi, AR Jamasb, R Viñas, C Harris, SV Mathis, A Morehead, ...
ICLR 2025 - International Conference on Learning Representations (Spotlight), 2024
34*2024
Hypergraph factorization for multi-tissue gene expression imputation
R Viñas, CK Joshi, D Georgiev, P Lin, B Dumitrascu, ER Gamazon, P Liò
Nature Machine Intelligence (Cover article), 2023
302023
Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis
F Liu, G Lin, CS Foo, CK Joshi, J Lin
3DV 2022 - International Conference on 3D Vision, 2022
22*2022
Evaluating Representation Learning on the Protein Structure Universe
AR Jamasb*, A Morehead*, CK Joshi*, Z Zhang*, K Didi, SV Mathis, ...
ICLR 2024 - International Conference on Learning Representations, 2024
172024
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
CK Joshi, X Fu, YL Liao, V Gharakhanyan, BK Miller, A Sriram, ZW Ulissi
ICML 2025 - International Conference on Machine Learning. Also presented at …, 2025
102025
RNA-FrameFlow: Flow Matching for de novo 3D RNA backbone design
R Anand*, CK Joshi*, A Morehead, AR Jamasb, C Harris, SV Mathis, ...
MLCB 2024 - Machine Learning in Computational Biology (Oral). Also presented …, 2024
8*2024
Utilizing Embeddings For Efficient Matching of Entities
S Saito, CK Joshi, R Shanmugamani, TV Le, RV Arumugam
US Patent App. 16/217,148, 2020
72020
Understanding Biology in the Age of Artificial Intelligence
E Lawrence, A El-Shazly, S Seal, CK Joshi, P Liò, S Singh, A Bender, ...
arXiv preprint, 2024
62024
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