Sambaran Bandyopadhyay

61 papers A* 12A 4B 4Journal 23Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document. AAAI Vijay Jaisankar, Sambaran Bandyopadhyay, Kalp Vyas, Varre Suman Chaitanya, Shwetha Somasundaram
2025	—	`conf`	Infogen: Generating Complex Statistical Infographics from Documents. ACL (1) Akash Ghosh, Aparna Garimella, Pritika Ramu, Sambaran Bandyopadhyay, Sriparna Saha
2025	J	`jnl`	Infogen: Generating Complex Statistical Infographics from Documents. CoRR Akash Ghosh, Aparna Garimella, Pritika Ramu, Sambaran Bandyopadhyay, Sriparna Saha
2025	A*	`conf`	Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution. AAAI Abhilash Nandy, Sambaran Bandyopadhyay
2025	J	`jnl`	Let's Use ChatGPT To Write Our Paper! Benchmarking LLMs To Write the Introduction of a Research Paper. CoRR Krishna Garg, Firoz Shaik, Sambaran Bandyopadhyay, Cornelia Caragea
2025	—	`conf`	Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs. ACL (2) Ananth Muppidi, Abhilash Nandy, Sambaran Bandyopadhyay
2025	J	`jnl`	Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs. CoRR Ananth Muppidi, Abhilash Nandy, Sambaran Bandyopadhyay
2025	J	`jnl`	Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback. CoRR Ananth Muppidi, Tarak Das, Sambaran Bandyopadhyay, Tripti Shukla, Dharun D. A
2024	B	`conf`	Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach. INLG Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena
2024	J	`jnl`	Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach. CoRR Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena
2024	A*	`conf`	Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text. EMNLP Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay
2024	J	`jnl`	Is this a bad table? A Closer Look at the Evaluation of Table Generation from Text. CoRR Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay
2024	J	`jnl`	PostDoc: Generating Poster from a Long Multimodal Document Using Deep Submodular Optimization. CoRR Vijay Jaisankar, Sambaran Bandyopadhyay, Kalp Vyas, Varre Chaitanya, Shwetha Somasundaram
2024	J	`jnl`	Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution. CoRR Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan
2024	—	`conf`	Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution. EMNLP (Findings) Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan
2024	—	`conf`	Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents. EACL (1) Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan L. Boyd-Graber
2022	J	`jnl`	A framework to preserve distance-based graph properties in network embedding. Soc. Netw. Anal. Min. Shweta Garg, Ramasuri Narayanam, Sambaran Bandyopadhyay
2022	A*	`conf`	Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture. IJCAI Anoushka Vyas, Sambaran Bandyopadhyay
2022	A*	`conf`	Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network. IJCAI Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam
2022	J	`jnl`	Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search. CoRR Chandan K. Reddy, Lluís Màrquez, Fran Valero, Nikhil Rao, Hugo Zaragoza, Sambaran Bandyopadhyay, Arnab Biswas, Anlu Xing, Karthik Subbian
2021	—	`conf`	1st International Workshop on Data Assessment and Readiness for AI. PAKDD (Workshops) Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel
2021	—	`conf`	A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention. PAKDD (1) Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
2021	A*	`conf`	Data Quality for Machine Learning Tasks. KDD Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
2021	A*	`conf`	Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. AAAI Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam
2021	J	`jnl`	Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. CoRR Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam
2021	J	`jnl`	Monolith to Microservices: Representing Application Software through Heterogeneous GNN. CoRR Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam
2021	A	`conf`	Unsupervised constrained community detection via self-expressive graph neural network. UAI Sambaran Bandyopadhyay, Vishal Peter
2020	A	`conf`	A Multilayered Informative Random Walk for Attributed Social Network Embedding. ECAI Sambaran Bandyopadhyay, Anirban Biswas, Harsh Kara, M. N. Murty
2020	—	`conf`	Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion. IEEE BigData Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty
2020	A	`conf`	Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description. ECAI Sambaran Bandyopadhyay, Saley Vishal Vivek, M. Narasimha Murty
2020	J	`jnl`	Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description. CoRR Sambaran Bandyopadhyay, Saley Vishal Vivek, M. Narasimha Murty
2020	J	`jnl`	Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs. CoRR Sambaran Bandyopadhyay, Kishalay Das, M. Narasimha Murty
2020	A	`conf`	Outlier Resistant Unsupervised Deep Architectures for Attributed Network Embedding. WSDM Sambaran Bandyopadhyay, Lokesh N, Saley Vishal Vivek, M. Narasimha Murty
2020	J	`jnl`	Robust Hierarchical Graph Classification with Subgraph Attention. CoRR Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
2020	J	`jnl`	Self-Expressive Graph Neural Network for Unsupervised Community Detection. CoRR Sambaran Bandyopadhyay, Vishal Peter
2020	—	`conf`	Self-supervised Hierarchical Graph Neural Network for Graph Representation. IEEE BigData Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
2020	J	`jnl`	Semi-supervised Soil Moisture Prediction through Graph Neural Networks. CoRR Anoushka Vyas, Sambaran Bandyopadhyay
2020	J	`jnl`	Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization. CoRR Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
2019	J	`jnl`	Beyond Node Embedding: A Direct Unsupervised Edge Representation Framework for Homogeneous Networks. CoRR Sambaran Bandyopadhyay, Anirban Biswas, M. Narasimha Murty, Ramasuri Narayanam
2019	A*	`conf`	Outlier Aware Network Embedding for Attributed Networks. AAAI Sambaran Bandyopadhyay, Lokesh Nagalapatti, M. Narasimha Murty
2018	B	`conf`	A Generic Axiomatic Characterization for Measuring Influence in Social Networks. ICPR Sambaran Bandyopadhyay, Ramasuri Narayanam, M. Narasimha Murty
2018	—	`conf`	A machine learning based heating and cooling load forecasting approach for DHC networks. ISGT Sambaran Bandyopadhyay, Jagabondhu Hazra, Shivkumar Kalyanaraman
2018	—	`conf`	Algorithm to control power production from solar photovoltaic panels. ISGT Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
2018	B	`conf`	DivGroup: A Diversified Approach to Divide Collection of Patterns into Uniform Groups. ICPR Sambaran Bandyopadhyay, Sharad Nandanwar, Rishabh Deshmukh, Narasimha Murty Musti
2018	J	`jnl`	FSCNMF: Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks. CoRR Sambaran Bandyopadhyay, Harsh Kara, Aswin Kannan, M. Narasimha Murty
2018	J	`jnl`	Outlier Aware Network Embedding for Attributed Networks. CoRR Sambaran Bandyopadhyay, Lokesh Nagalapatti, M. Narasimha Murty
2018	—	`conf`	Reducing Energy Consumption for Space Heating by Changing Zone Temperature: Pilot Trial in Luleå, Sweden. e-Energy Kumar Saurav, Mohit Jain, Sambaran Bandyopadhyay
2018	J	`jnl`	SaC2Vec: Information Network Representation with Structure and Content. CoRR Sambaran Bandyopadhyay, Harsh Kara, Anirban Biswas, M. Narasimha Murty
2017	J	`jnl`	A Generic Axiomatic Characterization of Centrality Measures in Social Network. CoRR Sambaran Bandyopadhyay, M. Narasimha Murty, Ramasuri Narayanam
2017	—	`conf`	Algorithm to Control Power Production from Solar Panels. e-Energy Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
2017	—	`conf`	Energy-Efficiency Potential of Behavioral Initiatives: An Experimental Case Study from Brunei. e-Energy Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias
2017	—	`conf`	PV Potential in Oil & Sun Rich Nations: An Experimental Case Study from Brunei. e-Energy Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias
2016	A*	`conf`	An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid. AAAI Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra
2016	B	`conf`	Axioms to characterize efficient incremental clustering. ICPR Sambaran Bandyopadhyay, M. Narasimha Murty
2016	A*	`conf`	Planning Curtailment of Renewable Generation in Power Grids. ICAPS Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
2016	—	`conf`	Supply scheduling and usage-based pricing for shared storage in adaptive dynamic islanding. e-Energy Anamitra Roy Choudhury, Ramachandra Kota, Sampath Dechu, Sambaran Bandyopadhyay
2015	A*	`conf`	Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis. IJCAI Sambaran Bandyopadhyay, Ramasuri Narayanam, Ramachandra Kota, Pg Mohammad Iskandarbin Pg Hj Petra, Zainul Charbiwala
2015	—	`conf`	Individual and Aggregate Electrical Load Forecasting: One for All and All for One. e-Energy Sambaran Bandyopadhyay, Tanuja Ganu, Harshad Khadilkar, Vijay Arya
2015	—	`conf`	Machine learning for inferring phase connectivity in distribution networks. SmartGridComm Sambaran Bandyopadhyay, Ramachandra Kota, Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
2015	A*	`conf`	Voltage Correlations in Smart Meter Data. KDD Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
2011	—	`conf`	Reversible Watermarking Using Priority Embedding through Repeated Application of Integer Wavelet Transform. InfoSecHiComNet Sambaran Bandyopadhyay, Ruchira Naskar, Rajat Subhra Chakraborty