| 2026 | EACL | SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity. | Ishani Mondal, Meera Bharadwaj, Ayush Roy, Aparna Garimella, Jordan Lee Boyd-Graber |
| 2025 | ISMAR | Exploring Organizational Strategies in Immersive Computational Notebooks. | Sungwon In, Ayush Roy, Eric Krokos, Kirsten Whitley, Chris North, Yalong Yang |
| 2025 | VISIGRAPP | DeepSpace: Navigating the Frontier of Deepfake Identification Using Attention-Driven Xception and a Task-Specific Subspace. | Ayush Roy, Sk Mohiuddin, Maxim V. Minenko, Dmitrii I. Kaplun, Ram Sarkar |
| 2024 | CBMS | FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays. | Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco Javier Alvarez Padilla, Ram Sarkar |
| 2024 | ICPR | XLSI: A New Xception and Log Polar Transform Based Approach for Scene Text Script Identification. | Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Michael Blumenstein |
| 2024 | ICPR | PCGAUNet: Pixel Correlation and Gaussian Attention Driven Network for Text Segmentation. | Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Apostolos Antonacopoulos, Raghavendra Ramachandra |
| 2024 | ICPR | A New Attention Based UNet and Gated Edge Attention Network for Retinal Vessel Segmentation. | Ayush Roy, Shivakumara Palaiahnakote, Umapada Pal, Sukalpa Chanda |
| 2023 | ICDAR | Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images. | Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki |