@conference{AdaptViG_WACV_2026,

title = {AdaptViG: Adaptive Vision GNN with Exponential Decay Gating},

author = {Mustafa Munir and Md Mostafijur Rahman and Radu Marculescu},

url = {https://arxiv.org/abs/2511.09942},

year  = {2026},

date = {2026-03-02},

booktitle = {2026 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026)},

keywords = {Deep Learning, Deep Learning Architecture, Efficient AI, Featured, Graph Neural Network},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{NeuS-QA,

title = {NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning},

author = {Sahil Shah and S P Sharan and Harsh Goel and Minkyu Choi and Mustafa Munir and Manvik Pasula and Radu Marculescu and Sandeep Chinchali},

url = {https://arxiv.org/abs/2509.18041},

year  = {2026},

date = {2026-01-15},

urldate = {2026-01-15},

booktitle = {AAAI Conference on Artificial Intelligence 2026},

keywords = {Deep Learning, Efficient AI, Featured, Generative AI},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{SearchViG_LOG_2025,

title = {SearchViG: Optimal Vision GNNs via Ramanujan Spectral Optimization},

author = {Mustafa Munir and Md Mostafijur Rahman and Xiwen Wei and Yuedong Yang and Radu Marculescu},

url = {https://openreview.net/pdf?id=cmEzgaYIJC},

year  = {2025},

date = {2025-12-15},

booktitle = {The Fourth Learning on Graphs Conference (LOG 2025)},

keywords = {Deep Learning, Deep Learning Architecture, Dynamic networks, Efficient AI, Featured, Graph Neural Network},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{lomix@rahman,

title = {LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation},

author = {Md Mostafijur Rahman and Radu Marculescu},

year  = {2025},

date = {2025-12-03},

urldate = {2025-09-03},

publisher = {Proceedings of the Advances in Neural Information Processing Systems (NeurIPS 2025)},

keywords = {Deep Learning, Logit Mixing, Medical Image Segmentation, Medical Imaging, Supervision},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models},

author = {Xiwen Wei and Mustafa Munir and Radu Marculescu},

url = {https://openreview.net/pdf?id=CBsANtjBV4},

year  = {2025},

date = {2025-12-03},

urldate = {2025-12-03},

publisher = {Proceedings of the Advances in Neural Information Processing Systems (NeurIPS 2025)},

keywords = {Continual Learning, Deep Learning, Generative AI},

pubstate = {forthcoming},

tppubtype = {conference}

}