| 2026 | AAAI | NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning. | Sahil Shah, S. P. Sharan, Harsh Goel, Minkyu Choi, Mustafa Munir, Manvik Pasula, Radu Marculescu, Sandeep Chinchali |
| 2026 | WACV | AdaptViG: Adaptive Vision GNN with Exponential Decay Gating. | Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu |
| 2026 | WACV | SmoothDiffusion-VE: Real-time Generative Video Editing Using Adaptive Feature Cache. | Mustafa Munir, Sophia Zalewski, Shiqiu Liu, David Tarjan, Sushmitha Belede, Anjul Patney, Radu Marculescu |
| 2025 | CVPR | From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures. | Mustafa Munir, Guihong Li, Md Mostafijur Rahman, Alex Zhang, Radu Marculescu |
| 2025 | ICCV | VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation. | Mustafa Munir, Alex Zhang, Radu Marculescu |
| 2025 | MICCAI | EfficientMedNeXt: Multi-receptive Dilated Convolutions for Medical Image Segmentation. | Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu |
| 2025 | WACV | Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. | Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu |
| 2025 | WACV | RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone. | Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu |
| 2024 | CVPR | Scaling Graph Convolutions for Mobile Vision. | William Avery, Mustafa Munir, Radu Marculescu |
| 2024 | CVPR | GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs. | Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu |
| 2024 | CVPR | PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation. | Md Mostafijur Rahman, Mustafa Munir, Debesh Jha, Ulas Bagci, Radu Marculescu |
| 2024 | CVPR | EMCAD: Efficient Multi-Scale Convolutional Attention Decoding for Medical Image Segmentation. | Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu |
| 2023 | CVPR | MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications. | Mustafa Munir, William Avery, Radu Marculescu |