| 2022 | ICONIP | A Novel Optimized Context-Based Deep Architecture for Scene Parsing. | Ranju Mandal, Brijesh K. Verma, Basim Azam, Henry Selvaraj |
| 2021 | ACIIDS | Residual Attention Network vs Real Attention on Aesthetic Assessment. | Ranju Mandal, Susanne Becken, Rod M. Connolly, Bela Stantic |
| 2021 | ACIIDS | Empirical Study of Tweets Topic Classification Using Transformer-Based Language Models. | Ranju Mandal, Jinyan Chen, Susanne Becken, Bela Stantic |
| 2021 | CEC | Deep Learning Model with GA-based Visual Feature Selection and Context Integration. | Ranju Mandal, Basim Azam, Brijesh K. Verma, Mengjie Zhang |
| 2021 | DICTA | Fully Convolutional Neural Network with Relation Aware Context Information for Image Parsing. | Basim Azam, Ranju Mandal, Brijesh K. Verma |
| 2021 | ICONIP | Context-Based Deep Learning Architecture with Optimal Integration Layer for Image Parsing. | Ranju Mandal, Basim Azam, Brijesh K. Verma |
| 2021 | IJCNN | Relationship Aware Context Adaptive Feature Selection Framework for Image Parsing. | Basim Azam, Ranju Mandal, Brijesh K. Verma |
| 2020 | IVCNZ | Class Probability-based Visual and Contextual Feature Integration for Image Parsing. | Basim Azam, Ranju Mandal, Ligang Zhang, Brijesh K. Verma |
| 2018 | ICFHR | Signature and Logo Detection using Deep CNN for Document Image Retrieval. | Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, Michael Blumenstein |
| 2018 | IJCNN | Assessing fish abundance from underwater video using deep neural networks. | Ranju Mandal, Rod M. Connolly, Thomas A. Schlacher, Bela Stantic |
| 2015 | ICDAR | Date field extraction from handwritten documents using HMMs. | Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein |
| 2015 | ICDAR | ICDAR2015 Competition on Video Script Identification (CVSI 2015). | Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, Michael Blumenstein |
| 2015 | ICDAR | Multi-lingual text recognition from video frames. | Nabin Sharma, Ranju Mandal, Rabi Sharma, Partha Pratim Roy, Umapada Pal, Michael Blumenstein |
| 2015 | IJCNN | Bag-of-Visual Words for word-wise video script identification: A study. | Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, Michael Blumenstein |
| 2013 | ISDA | Signature segmentation and recognition from scanned documents. | Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein |
| 2012 | ICPR | Date field extraction in handwritten documents. | Ranju Mandal, Partha Pratim Roy, Umapada Pal |
| 2011 | ICDAR | Signature Segmentation from Machine Printed Documents Using Conditional Random Field. | Ranju Mandal, Partha Pratim Roy, Umapada Pal |
| 2010 | ICPR | Shape Code Based Word-Image Matching for Retrieval of Indian Multi-lingual Documents. | Arundhati Tarafdar, Ranju Mandal, Srikanta Pal, Umapada Pal, Fumitaka Kimura |