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Chaitanya K. Joshi
Chaitanya K. Joshi
Další jménaChaitanya Joshi
PhD Student, University of Cambridge
E-mailová adresa ověřena na: cam.ac.uk - Domovská stránka
Název
Citace
Citace
Rok
Benchmarking Graph Neural Networks
VP Dwivedi, CK Joshi, AT Luu, T Laurent, Y Bengio, X Bresson
Journal of Machine Learning Research (JMLR), 2020
10572020
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem
CK Joshi, T Laurent, X Bresson
INFORMS Annual Meeting 2019, Session on Boosting Combinatorial Optimization …, 2019
4322019
Learning the Travelling Salesperson Problem Requires Rethinking Generalization
CK Joshi, Q Cappart, LM Rousseau, T Laurent
Constraints, 1-29, 2022
1952022
Personalization in Goal-oriented Dialog
CK Joshi, F Mi, B Faltings
NeurIPS 2017 Conversational AI Workshop, 2017
1082017
Multigraph Transformer for Free-Hand Sketch Recognition
P Xu, CK Joshi, X Bresson
IEEE Transactions on Neural Networks and Learning Systems, 2021
962021
Transformers are Graph Neural Networks
C Joshi
The Gradient (https://thegradient.pub/transformers-are-graph-neural-networks/), 2020
912020
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
802023
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; Oral Presentation …, 2023
732023
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
622022
On Learning Paradigms for the Travelling Salesman Problem
CK Joshi, T Laurent, X Bresson
NeurIPS 2019 Graph Representation Learning Workshop, 2019
452019
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 (GenBio) Workshop, 2023
29*2023
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
272023
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
17*2022
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
152023
gRNAde: Geometric Deep Learning for 3D RNA inverse design
CK Joshi, AR Jamasb, R Viñas, C Harris, SV Mathis, A Morehead, ...
bioRxiv preprint, 2024
6*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
62020
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
32024
Recent Advances in Deep Learning for Routing Problems
CK Joshi, R Anand
Blogpost Track, ICLR 2022, 2022
32022
Representing Sets of Entites for Matching Problems
S Saito, TV Le, CK Joshi, R Shanmugamani
US Patent App. 16/208,681, 2020
32020
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
22024
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Články 1–20