Highlights

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network.
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang, Saeedeh Shekarpour, Johannes Hoffart, and Manohar Kaul.

Web Conference (WWW), 2021.
Bibtex Abstract PDF


Self-Supervised Few-Shot Learning on Point Clouds.
Charu Sharma and Manohar Kaul.

Neural Information Processing Systems (NeurIPS), 2020.
Bibtex Abstract Code PDF


Simplicial Complex based Point Correspondence between Images warped onto Manifolds.
Charu Sharma and Manohar Kaul.

European Conference on Computer Vision (ECCV), 2020.
Bibtex Abstract Code PDF Article


Few-shot Learning on Graphs via Super-classes based on Graph Spectral Measures.
Jatin Chauhan, Deepak Nathani, and Manohar Kaul.

International Conference on Learning Representations (ICLR), 2020.
Bibtex Abstract Code PDF Article


Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs (long paper).
Deepak Nathani, Jatin Chauhan, Charu Sharma, and Manohar Kaul.

Association for Computational Linguistics (ACL), 2019.
Bibtex Abstract Code PDF Article


Solving Partial Assignment Problems using Random Clique Complexes.
Charu Sharma, Deepak Nathani, Manohar Kaul.

International Conference on Machine Learning (ICML), 2018.
Bibtex Abstract Code PDF Article





All Publications

2021 -

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network.
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang, Saeedeh Shekarpour, Johannes Hoffart, and Manohar Kaul.
Web Conference (WWW), 2021.
Bibtex Abstract PDF

2016 - 2020

A Weighted Quiver Kernel using Functor Homology.
Manohar Kaul and Dai Tamaki.
ArXiv.org, 2020.
Bibtex Abstract PDF

Self-Supervised Few-Shot Learning on Point Clouds.
Charu Sharma and Manohar Kaul.
Neural Information Processing Systems (NeurIPS), 2020.
Bibtex Abstract Code PDF

Simplicial Complex based Point Correspondence between Images warped onto Manifolds.
Charu Sharma and Manohar Kaul.
European Conference on Computer Vision (ECCV), 2020.
Bibtex Abstract Code PDF Article

Learning Representations using Spectral-Biased Random Walks on Graphs.
Charu Sharma, Jatin Chauhan, and Manohar Kaul.
IEEE International Joint Conference on Neural Networks (IJCNN), 2020.
Bibtex Abstract Code PDF Article

Few-shot Learning on Graphs via Super-classes based on Graph Spectral Measures.
Jatin Chauhan, Deepak Nathani, and Manohar Kaul.
International Conference on Learning Representations (ICLR), 2020.
Bibtex Abstract Code PDF Article

Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs (long paper).
Deepak Nathani, Jatin Chauhan, Charu Sharma, and Manohar Kaul.
Association for Computational Linguistics (ACL), 2019.
Bibtex Abstract Code PDF Article

Solving Partial Assignment Problems using Random Clique Complexes.
Charu Sharma, Deepak Nathani, Manohar Kaul.
International Conference on Machine Learning (ICML), 2018.
Bibtex Abstract Code PDF Article

On Fault Tolerance for Distributed Iterative Dataflow Processing.
Chen Xu, Markus Holzemer, Manohar Kaul, Juan Soto, Volker Markl.
Transactions on Knowledge and Data Engineering (TKDE), 2017.
Bibtex Abstract PDF

Elementary, dear Watson!.
Manohar Kaul.
Conference on Innovative Data Systems Research (CIDR), 2017.
Bibtex Abstract PDF

Sharing Hash Codes for Multiple Purposes.
Wikor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, Volker Markl, Manohar Kaul, Klaus-Robert Müller, Shinichi Nakajima.
ArXiv.org, 2016.
Bibtex Abstract PDF

Improving Data Quality by Leveraging Statistical Relational Learning.
Larysa Visengeriyeva, Alan Akbik, Manohar Kaul.
International Conference on Information Quality (ICIQ), 2016.
Bibtex Abstract PDF

Efficient Fault-tolerance for Iterative Graph Processing on Distributed Dataflow Systems.
Chen Xu, Markus Holzemer, Manohar Kaul, Volker Markl.
IEEE International Conference on Data Engineering (ICDE), 2016.
Bibtex Abstract PDF

2011 - 2015

New Lower and Upper Bounds for Shortest Distance Queries on Terrains.
Manohar Kaul, Raymond Chi-Wing Wong, Christian S. Jensen.
Proceedings of Very Large Databases (PVLDB), 2015.
Bibtex Abstract PDF

R-Apriori : An Efficient Apriori based Algorithm on Spark.
Sanjay Rathee, Manohar Kaul, Arti Kashyap.
PIKM, Ph.D. student workshop at CIKM,, 2015.
Bibtex Abstract PDF

Terrain-Toolkit: A Multi-Functional Tool for Terrain Data (Demo).
Qi Wang, Manohar Kaul, Cheng Long, Raymond Chi-Wing Wong.
Proceedings of Very Large Databases (PVLDB), 2014.
Bibtex Abstract PDF

Multi-Cost Optimal Route Planning Under Time-Varying Uncertainty.
Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul.
IEEE International Conference on Data Engineering (ICDE), 2014.
Bibtex Abstract PDF

Finding Shortest Paths on Terrains by Killing Two Birds with One Stone.
Manohar Kaul, Raymond Chi-Wing Wong, Bin Yang, Christian S. Jensen.
Proceedings of Very Large Databases (PVLDB), 2014.
Bibtex Abstract PDF

Using Incomplete Information for Complete Weight Annotation of Road Networks.
Bin Yang, Manohar Kaul, Christian S. Jensen.
Transactions on Knowledge and Data Engineering (TKDE), 2013.
Bibtex Abstract PDF

Building Accurate 3D Spatial Networks to Enable Next Generation Intelligent Transportation Systems (Best Paper Award).
Manohar Kaul, Bin Yang, Christian S. Jensen.
IEEE Proceedings of International Conference on Mobile Data Management (MDM), 2013.
Bibtex Abstract PDF

EcoMark: Evaluating Models of Vehicular Environmental Impact.
Chenjuan Guo, Yu Ma, Bin Yang, Christian S. Jensen, Manohar Kaul.
Proceedings of ACM SIGSPATIAL GIS, 2012.
Bibtex Abstract PDF

Frequent Route Based Continuous Moving Object Location and Density Prediction on Road Networks.
Gyozo Gidofalvi, Manohar Kaul, Christian Borgelt, Torben Bach Pedersen.
Proceedings of ACM SIGSPATIAL GIS, 2011.
Bibtex Abstract PDF

Older

Intelligent Packet Shaper to avoid Network Congestion for Improved Streaming Video Quality at Clients.
Manohar Kaul, R. Khosla, Y. Mitsukura.
Proceedings of IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA), 2003.
Bibtex Abstract PDF