Sambaran Bandyopadhyay

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 44

Top Topics

Graph Classification

Pricing Mechanism

Top Venues

Publications

Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan L. Boyd-Graber
Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents. EACL (1) (2024)
Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay
Is this a bad table? A Closer Look at the Evaluation of Table Generation from Text. CoRR (2024)
Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena
Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach. CoRR (2024)
Vijay Jaisankar, Sambaran Bandyopadhyay, Kalp Vyas, Varre Chaitanya, Shwetha Somasundaram
PostDoc: Generating Poster from a Long Multimodal Document Using Deep Submodular Optimization. CoRR (2024)
Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan
Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution. CoRR (2024)
Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam
Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network. IJCAI (2022)
Shweta Garg, Ramasuri Narayanam, Sambaran Bandyopadhyay
A framework to preserve distance-based graph properties in network embedding. Soc. Netw. Anal. Min. 12 (1) (2022)
Anoushka Vyas, Sambaran Bandyopadhyay
Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture. IJCAI (2022)
Chandan K. Reddy, Lluís Màrquez, Fran Valero, Nikhil Rao, Hugo Zaragoza, Sambaran Bandyopadhyay, Arnab Biswas, Anlu Xing, Karthik Subbian
Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search. CoRR (2022)
Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. AAAI (2021)
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Data Quality for Machine Learning Tasks. KDD (2021)
Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. CoRR (2021)
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention. PAKDD (1) (2021)
Sambaran Bandyopadhyay, Vishal Peter
Unsupervised constrained community detection via self-expressive graph neural network. UAI (2021)
Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam
Monolith to Microservices: Representing Application Software through Heterogeneous GNN. CoRR (2021)
Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel
1st International Workshop on Data Assessment and Readiness for AI. PAKDD (Workshops) (2021)
Sambaran Bandyopadhyay, Anirban Biswas, Harsh Kara, M. N. Murty
A Multilayered Informative Random Walk for Attributed Social Network Embedding. ECAI (2020)
Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty
Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs. CoRR (2020)
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
Self-supervised Hierarchical Graph Neural Network for Graph Representation. IEEE BigData (2020)
Sambaran Bandyopadhyay, Saley Vishal Vivek, M. Narasimha Murty
Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description. ECAI (2020)
Sambaran Bandyopadhyay, Saley Vishal Vivek, M. Narasimha Murty
Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description. CoRR (2020)
Sambaran Bandyopadhyay, Lokesh N, Saley Vishal Vivek, M. Narasimha Murty
Outlier Resistant Unsupervised Deep Architectures for Attributed Network Embedding. WSDM (2020)
Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty
Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion. IEEE BigData (2020)
Sambaran Bandyopadhyay, Vishal Peter
Self-Expressive Graph Neural Network for Unsupervised Community Detection. CoRR (2020)
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
Robust Hierarchical Graph Classification with Subgraph Attention. CoRR (2020)
Anoushka Vyas, Sambaran Bandyopadhyay
Semi-supervised Soil Moisture Prediction through Graph Neural Networks. CoRR (2020)
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization. CoRR (2020)
Sambaran Bandyopadhyay, N. Lokesh, M. Narasimha Murty
Outlier Aware Network Embedding for Attributed Networks. AAAI (2019)
Sambaran Bandyopadhyay, Anirban Biswas, M. Narasimha Murty, Ramasuri Narayanam
Beyond Node Embedding: A Direct Unsupervised Edge Representation Framework for Homogeneous Networks. CoRR (2019)
Sambaran Bandyopadhyay, Harsh Kara, Anirban Biswas, M. Narasimha Murty
SaC2Vec: Information Network Representation with Structure and Content. CoRR (2018)
Sambaran Bandyopadhyay, Jagabondhu Hazra, Shivkumar Kalyanaraman
A machine learning based heating and cooling load forecasting approach for DHC networks. ISGT (2018)
Sambaran Bandyopadhyay, N. Lokesh, M. Narasimha Murty
Outlier Aware Network Embedding for Attributed Networks. CoRR (2018)
Sambaran Bandyopadhyay, Harsh Kara, Aswin Kannan, M. Narasimha Murty
FSCNMF: Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks. CoRR (2018)
Sambaran Bandyopadhyay, Sharad Nandanwar, Rishabh Deshmukh, Narasimha Murty Musti
DivGroup: A Diversified Approach to Divide Collection of Patterns into Uniform Groups. ICPR (2018)
Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
Algorithm to control power production from solar photovoltaic panels. ISGT (2018)
Sambaran Bandyopadhyay, Ramasuri Narayanam, M. Narasimha Murty
A Generic Axiomatic Characterization for Measuring Influence in Social Networks. ICPR (2018)
Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias
Energy-Efficiency Potential of Behavioral Initiatives: An Experimental Case Study from Brunei. e-Energy (2017)
Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias
PV Potential in Oil & Sun Rich Nations: An Experimental Case Study from Brunei. e-Energy (2017)
Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
Algorithm to Control Power Production from Solar Panels. e-Energy (2017)
Sambaran Bandyopadhyay, M. Narasimha Murty, Ramasuri Narayanam
A Generic Axiomatic Characterization of Centrality Measures in Social Network. CoRR (2017)
Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra
An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid. AAAI (2016)
Anamitra Roy Choudhury, Ramachandra Kota, Sampath Dechu, Sambaran Bandyopadhyay
Supply scheduling and usage-based pricing for shared storage in adaptive dynamic islanding. e-Energy (2016)
Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
Planning Curtailment of Renewable Generation in Power Grids. ICAPS (2016)
Sambaran Bandyopadhyay, M. Narasimha Murty
Axioms to characterize efficient incremental clustering. ICPR (2016)
Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
Voltage Correlations in Smart Meter Data. KDD (2015)
Sambaran Bandyopadhyay, Ramachandra Kota, Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
Machine learning for inferring phase connectivity in distribution networks. SmartGridComm (2015)
Sambaran Bandyopadhyay, Tanuja Ganu, Harshad Khadilkar, Vijay Arya
Individual and Aggregate Electrical Load Forecasting: One for All and All for One. e-Energy (2015)
Sambaran Bandyopadhyay, Ramasuri Narayanam, Ramachandra Kota, Pg Mohammad Iskandarbin Pg Hj Petra, Zainul Charbiwala
Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis. IJCAI (2015)
Sambaran Bandyopadhyay, Ruchira Naskar, Rajat Subhra Chakraborty
Reversible Watermarking Using Priority Embedding through Repeated Application of Integer Wavelet Transform. InfoSecHiComNet (2011)