Following is a list of the major research publications that I have. To get the full list of my publications, please visit my DBLP or Google Scholar profiles.

Major Conference Publications:

  • Sambaran Bandyopadhyay and Vishal Peter: Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network, UAI 2021

  • Sambaran Bandyopadhyay, Manasvi Aggarwal and M. Narasimha Murty: A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention, PAKDD 2021

  • Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam: Graph Neural Network to Dilute Outliers for Refactoring Monolith Application, AAAI 2021

  • Sambaran Bandyopadhyay, Kishalay Das and M. Narasimha Murty: Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion, In 2020 IEEE International Conference on Big Data (IEEE BigData 2020)

  • Sambaran Bandyopadhyay, Manasvi Aggarwal and M. Narasimha Murty: Self-supervised Hierarchical Graph Neural Network for Graph Representation, In 2020 IEEE International Conference on Big Data (IEEE BigData 2020)

  • Sambaran Bandyopadhyay, Saley Vishal Vivek and Narasimha Murty: Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description, ECAI 2020

  • Sambaran Bandyopadhyay, Anirban Biswas, Harsh Kara and Narasimha Murty Musti: A Multilayered Informative Random Walk for Attributed Social Network Embedding, ECAI 2020

  • Sambaran Bandyopadhyay, N. Lokesh, Saley Vishal Vivek, M. Narasimha Murty: Outlier Resistant Unsupervised Deep Architectures for Attributed Network Embedding, WSDM 2020

  • Sambaran Bandyopadhyay, N. Lokesh, M. Narasimha Murty: Outlier Aware Network Embedding for Attributed Networks. In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, pp. 12-19. AAAI 2019.

  • Sambaran Bandyopadhyay, Ramasuri Narayanam, M N Murty: A Generic Axiomatic Characterization for Measuring Influence in Social Networks, The 24th International Conference on Pattern Recognition (ICPR), 2018, Beijing, China

  • Sambaran Bandyopadhyay, Sharad Nandanwar, Rishabh Deshmukh, M N Murty: DivGroup: A Diversified Approach to Divide Collection of Patterns into Uniform Groups, The 24th International Conference on Pattern Recognition (ICPR), 2018, Beijing, China

  • Saurav Kumar, Sambaran Bandyopadhyay, Pratyush Kumar, and Vijay Arya: Algorithm to Control Power Production from Solar Panels, In Proc. of the Eighth International Conference on Future Energy Systems (e-Energy), ACM, 2017, Hong Kong

  • Sambaran Bandyopadhyay, M Narasimha Murty: Axioms to Characterize Efficient Incremental Clustering, The 23rd International Conference on Pattern Recognition (ICPR), 2016, Cancun, Mexico

  • Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya: Planning Curtailment of Renewable Generation in Power Grids, The 26th International Conference on Automated Planning and Scheduling (ICAPS), 2016, London, UK

  • Anamitra R Choudhury, Ramachandra Kota, Sampath Dechu, Sambaran Bandyopadhyay: Supply Scheduling and Usage-Based Pricing for Shared Storage in Adaptive Dynamic Islanding, ACM e-Energy 2016, Waterloo, Canada

  • Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali Ramchurn (Gopal), Vijay Arya, Iskandar Petra: An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid, 30th AAAI Conference on Artificial Intelligence (AAAI), 2016

  • Sambaran Bandyopadhyay, Ramachandra Kota, Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, and Heather Storey, Gerard Labut: Machine Learning for Inferring Phase Connectivity in Distribution Networks, IEEE SmartGridComm, 2015, Miami, FL

  • Sambaran Bandyopadhyay, Ramasuri Narayanam, Ramachandra Kota, Iskandarbin Pg Hj Petra, and Zainul M Charbiwala: Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis, Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI), 2015, Buenos Aires, Argentina

  • Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut: Voltage Correlations in Smart Meter Data, 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015, Hilton, Sydney

  • Sambaran Bandyopadhyay, Tanuja Ganu, Harshad Khadilkar, and Vijay Arya: Individual and Aggregate Electrical Load Forecasting: One for All and All for One, ACM e-Energy 2015, Bangalore, India

  • Sambaran Bandyopadhyay, Ruchira Naskar, and Rajat Subhra Chakraborty: Reversible Watermarking Using Priority Embedding through Repeated Application of Integer Wavelet Transform, International Conference on Security Aspects in Information Technology, High-performance Computing and Networking (InfoSecHiComNet), 2011. Published in Lecture Notes in Computer Science, vol. 7011, pp. 45-56, 2011.