Sambaran Bandyopadhyay
- Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search
2022/06/14 by Chandan K. Reddy, Lluı́s Màrquez, Reddy, Chandan K. +15 · 17 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- Outlier Aware Network Embedding for Attributed Networks
2018/11/19 by Sambaran Bandyopadhyay, Bandyopadhyay, Sambaran, N. Lokesh +3 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
- Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach
2024/06/01 by Sambaran Bandyopadhyay, Bandyopadhyay, Sambaran, Himanshu Maheshwari +5 · 7 citations
Computer Science · Social Sciences · #Data Visualization and Analytics #Video Analysis and Summarization #Multimedia Communication and Technology
- Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text
2024/06/21 by Pritika Ramu, Aparna Garimella, Ramu, Pritika +3 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
- Graph Neural Network to Dilute Outliers for Refactoring Monolith\n Application
2021/02/07 by Utkarsh Desai, Desai, Utkarsh, Sambaran Bandyopadhyay +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- PostDoc: Generating Poster from a Long Multimodal Document Using Deep Submodular Optimization
2024/05/30 by Vijay Jaisankar, Jaisankar, Vijay, Sambaran Bandyopadhyay +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
- Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture
2020/12/07 by Anoushka Vyas, Vyas, Anoushka, Sambaran Bandyopadhyay +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network
2021/12/01 by Alex Mathai, Sambaran Bandyopadhyay, Mathai, Alex +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software-Defined Networks and 5G
- Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution
2024/05/21 by Himanshu Maheshwari, Sambaran Bandyopadhyay, Maheshwari, Himanshu +5 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies
- SaC2Vec: Information Network Representation with Structure and Content
2018/04/27 by Sambaran Bandyopadhyay, Bandyopadhyay, Sambaran, Harsh Kara +5 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Text and Document Classification Technologies
- FSCNMF: Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks
2018/04/15 by Sambaran Bandyopadhyay, Bandyopadhyay, Sambaran, Harsh Kara +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Recommender Systems and Techniques #Social and Information Networks (cs.SI) #Topic Modeling