Mustafa Munir

According to our database, Mustafa Munir authored at least 25 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Parameter Efficient Fine-tuning for Domain-specific Gastrointestinal Disease Recognition.

Sanjaya Poudel, Nikita Kunwor, Raj Simkhada, Mustafa Munir, Manish Dhakal, Khem Poudel

CoRR, April, 2026

Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models.

Yuedong Yang, Xiwen Wei, Mustafa Munir, Radu Marculescu

CoRR, March, 2026

Training-free Latent Inter-Frame Pruning with Attention Recovery.

Dennis Menn, Yuedong Yang, Bokun Wang, Xiwen Wei, Mustafa Munir, Feng Liang, Radu Marculescu, Chenfeng Xu, Diana Marculescu

CoRR, March, 2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

PipeFlow: Pipelined Processing and Motion-Aware Frame Selection for Long-Form Video Editing.

Mustafa Munir, Md Mostafijur Rahman, Kartikeya Bhardwaj, Paul N. Whatmough, Radu Marculescu

CoRR, December, 2025

Single-Round Scalable Analytic Federated Learning.

Alan T. L. Bacellar, Mustafa Munir, Felipe M. G. França, Priscila M. V. Lima, Radu Marculescu, Lizy K. John

CoRR, December, 2025

Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models.

Xiwen Wei, Mustafa Munir, Radu Marculescu

CoRR, December, 2025

ObjectAlign: Neuro-Symbolic Object Consistency Verification and Correction.

Mustafa Munir, Harsh Goel, Xiwen Wei, Minkyu Choi, Sahil Shah, Kartikeya Bhardwaj, Paul N. Whatmough, Sandeep Chinchali, Radu Marculescu

CoRR, November, 2025

AdaptViG: Adaptive Vision GNN with Exponential Decay Gating.

Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu

CoRR, November, 2025

AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs.

Hakan Emre Gedik, Andrew Martin, Mustafa Munir, Oguzhan Baser, Radu Marculescu, Sandeep P. Chinchali, Alan C. Bovik

CoRR, September, 2025

RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone.

Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior.

Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

EfficientMedNeXt: Multi-receptive Dilated Convolutions for Medical Image Segmentation.

Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation.

Mustafa Munir, Alex Zhang, Radu Marculescu

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures.

Mustafa Munir, Guihong Li, Md Mostafijur Rahman, Alex Zhang, Radu Marculescu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit.

Ashwin Ram, Yigit Ege Bayiz, Arash Amini, Mustafa Munir, Radu Marculescu

CoRR, 2024

PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation.

Md Mostafijur Rahman, Mustafa Munir, Debesh Jha, Ulas Bagci, Radu Marculescu

CoRR, 2024

Three Decades of Low Power: From Watts to Wisdom.

Mustafa Munir, Saloni Modi, Geffen Cooper, Huntae Kim, Radu Marculescu

IEEE Access, 2024

Multi-Scale High-Resolution Logarithmic Grapher Module for Efficient Vision GNNs.

Mustafa Munir, Alex Zhang, Radu Marculescu

Proceedings of the Learning on Graphs Conference, 26-29 November 2024, Virtual., 2024

EMCAD: Efficient Multi-Scale Convolutional Attention Decoding for Medical Image Segmentation.

Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs.

Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Scaling Graph Convolutions for Mobile Vision.

William Avery, Mustafa Munir, Radu Marculescu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications.

Mustafa Munir, William Avery, Radu Marculescu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

qMC: A Formal Model Checking Verification Framework For Superconducting Logic.

Mustafa Munir, Aswin Gopikanna, Arash Fayyazi, Massoud Pedram, Shahin Nazarian

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021