| 2025 | AAAI | Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document. | Vijay Jaisankar, Sambaran Bandyopadhyay, Kalp Vyas, Varre Suman Chaitanya, Shwetha Somasundaram |
| 2025 | AAAI | Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution. | Abhilash Nandy, Sambaran Bandyopadhyay |
| 2025 | ACL | Infogen: Generating Complex Statistical Infographics from Documents. | Akash Ghosh, Aparna Garimella, Pritika Ramu, Sambaran Bandyopadhyay, Sriparna Saha |
| 2025 | ACL | Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs. | Ananth Muppidi, Abhilash Nandy, Sambaran Bandyopadhyay |
| 2024 | EACL | Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents. | Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan L. Boyd-Graber |
| 2024 | EMNLP | Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution. | Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan |
| 2024 | EMNLP | Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text. | Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay |
| 2024 | INLG | Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach. | Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena |
| 2022 | IJCAI | Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network. | Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam |
| 2022 | IJCAI | Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture. | Anoushka Vyas, Sambaran Bandyopadhyay |
| 2021 | AAAI | Graph Neural Network to Dilute Outliers for Refactoring Monolith Application. | Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam |
| 2021 | KDD | Data Quality for Machine Learning Tasks. | 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 | PAKDD | A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention. | Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty |
| 2021 | PAKDD | 1st International Workshop on Data Assessment and Readiness for AI. | Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel |
| 2021 | UAI | Unsupervised constrained community detection via self-expressive graph neural network. | Sambaran Bandyopadhyay, Vishal Peter |
| 2020 | ECAI | A Multilayered Informative Random Walk for Attributed Social Network Embedding. | Sambaran Bandyopadhyay, Anirban Biswas, Harsh Kara, M. N. Murty |
| 2020 | ECAI | Integrating Network Embedding and Community Outlier Detection via Multiclass Graph Description. | Sambaran Bandyopadhyay, Saley Vishal Vivek, M. Narasimha Murty |
| 2020 | WSDM | Outlier Resistant Unsupervised Deep Architectures for Attributed Network Embedding. | Sambaran Bandyopadhyay, Lokesh N, Saley Vishal Vivek, M. Narasimha Murty |
| 2019 | AAAI | Outlier Aware Network Embedding for Attributed Networks. | Sambaran Bandyopadhyay, Lokesh Nagalapatti, M. Narasimha Murty |
| 2018 | ICPR | DivGroup: A Diversified Approach to Divide Collection of Patterns into Uniform Groups. | Sambaran Bandyopadhyay, Sharad Nandanwar, Rishabh Deshmukh, Narasimha Murty Musti |
| 2018 | ICPR | A Generic Axiomatic Characterization for Measuring Influence in Social Networks. | Sambaran Bandyopadhyay, Ramasuri Narayanam, M. Narasimha Murty |
| 2016 | AAAI | An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid. | Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra |
| 2016 | ICPR | Axioms to characterize efficient incremental clustering. | Sambaran Bandyopadhyay, M. Narasimha Murty |
| 2015 | IJCAI | Aggregate Demand-Based Real-Time Pricing Mechanism for the Smart Grid: A Game-Theoretic Analysis. | Sambaran Bandyopadhyay, Ramasuri Narayanam, Ramachandra Kota, Pg Mohammad Iskandarbin Pg Hj Petra, Zainul Charbiwala |
| 2015 | KDD | Voltage Correlations in Smart Meter Data. | Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut |