Sayan Ranu
Orcid: 0000-0003-4147-9372
According to our database1,
Sayan Ranu
authored at least 89 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
Trans. Mach. Learn. Res., 2024
CoRR, 2024
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Learning the dynamics of particle-based systems with Lagrangian graph neural networks.
Mach. Learn. Sci. Technol., March, 2023
EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations.
CoRR, 2023
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the International Conference on Machine Learning, 2023
StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
ACM Trans. Spatial Algorithms Syst., March, 2022
CoRR, 2022
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Lagrangian Neural Network with Differentiable Symmetries and Relational Inductive Bias.
CoRR, 2021
Proceedings of the WSDM '21, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021
2020
Proc. VLDB Endow., 2020
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
J. Chem. Inf. Model., 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the Advances in Database Technology, 2019
NetClus: A Scalable Framework to Mine Top-K Locations for Placement of Trajectory-Aware Services.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019
2018
Resling: a scalable and generic framework to mine top-k representative subgraph patterns.
Knowl. Inf. Syst., 2018
Route Recommendations for Idle Taxi Drivers: Find Me the Shortest Route to a Customer!
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018
2017
Proc. VLDB Endow., 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
NetClus: A Scalable Framework for Locating Top-K Sites for Placement of Trajectory-Aware Services.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
A weight-based map matching algorithm using minimum input variables for urban road networks.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017
Proceedings of the Handbook of Big Data Technologies, 2017
2016
Select, Link and Rank: Diversified Query Expansion and Entity Ranking Using Wikipedia.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the Advances in Information Retrieval, 2015
2014
Proceedings of the Sixth Workshop on Semantic Web Information Management, 2014
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014
Proceedings of the 20th International Conference on Management of Data, 2014
2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th International Conference on Management of Data, 2013
2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the 15th International Conference on Extending Database Technology, 2012
2011
Proc. VLDB Endow., 2011
J. Chem. Inf. Model., 2011
2009
Mining Statistically Significant Molecular Substructures for Efficient Molecular Classification.
J. Chem. Inf. Model., 2009
GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009