Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes. - Amir H. Abdi; Christina Luong 001; Teresa Tsang; John Jue; Ken Gin; Darwin Yeung; Dale Hawley; Robert Rohling; Purang Abolmaesumi (MICCAI (3), 2017)

Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms. - Fatemeh Taheri Dezaki; Neeraj Dhungel; Amir H. Abdi; Christina Luong 001; Teresa Tsang; John Jue; Ken Gin; Dale Hawley; Robert Rohling; Purang Abolmaesumi (DLMIA/ML-CDS@MICCAI, 2017)

Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks. - Amir H. Abdi; Christina Luong 001; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (Image Processing, 2017)

Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View. - Amir H. Abdi; Christina Luong 001; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2017)

Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View". - Amir H. Abdi; Christina Luong 001; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2017)

Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography. - Delaram Behnami; Christina Luong 001; Hooman Vaseli; Amir H. Abdi; Hany Girgis; Dale Hawley; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (DLMIA/ML-CDS@MICCAI, 2018)

A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. - Mohammad H. Jafari 001; Hany Girgis; Zhibin Liao; Delaram Behnami; Amir H. Abdi; Hooman Vaseli; Christina Luong 001; Robert Rohling; Ken Gin; Teresa Tsang; Purang Abolmaesumi (DLMIA/ML-CDS@MICCAI, 2018)

Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device. - Nathan Van Woudenberg; Zhibin Liao; Amir H. Abdi; Hani Girgis; Christina Luong 001; Hooman Vaseli; Delaram Behnami; Haotian Zhang; Kenneth Gin; Robert Rohling; Teresa Tsang; Purang Abolmaesumi (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 2018)

Fiducial-based fusion of 3D dental models with magnetic resonance imaging. - Amir H. Abdi; Alan G. Hannam; Sidney S. Fels (Int. J. Comput. Assist. Radiol. Surg., 2018)

Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning. - Amir H. Abdi; Pramit Saha; Praneeth Srungarapu; Sidney S. Fels (CoRR, 2018)

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. - Mohammad H. Jafari 001; Hany Girgis; Amir H. Abdi; Zhibin Liao; Mehran Pesteie; Robert Rohling; Ken Gin; Terasa Tsang; Purang Abolmaesumi (ISBI, 2019)

Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery. - Amir H. Abdi; Mehran Pesteie; Eitan Prisman; Purang Abolmaesumi; Sidney S. Fels (MICCAI (5), 2019)

AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis. - Amir H. Abdi; Heather Borgard; Purang Abolmaesumi; Sidney S. Fels (MIDL, 2019)

Designing lightweight deep learning models for echocardiography view classification. - Hooman Vaseli; Zhibin Liao; Amir H. Abdi; Hany Girgis; Delaram Behnami; Christina Luong 001; Fatemeh Taheri Dezaki; Neeraj Dhungel; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (Image-Guided Procedures, 2019)

Variational Mandible Shape Completion for Virtual Surgical Planning. - Amir H. Abdi; Mehran Pesteie; Eitan Prisman; Purang Abolmaesumi; Sidney S. Fels (CoRR, 2019)

GAN-enhanced Conditional Echocardiogram Generation. - Amir H. Abdi; Teresa Tsang; Purang Abolmaesumi (CoRR, 2019)

A Preliminary Study of Disentanglement With Insights on the Inadequacy of Metrics. - Amir H. Abdi; Purang Abolmaesumi; Sidney S. Fels (CoRR, 2019)

A Study into Echocardiography View Conversion. - Amir H. Abdi; Mohammad H. Jafari 001; Sidney S. Fels; Teresa Tsang; Purang Abolmaesumi (CoRR, 2019)

Variational Learning with Disentanglement-PyTorch. - Amir H. Abdi; Purang Abolmaesumi; Sidney S. Fels (CoRR, 2019)

Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. - Fatemeh Taheri Dezaki; Zhibin Liao; Christina Luong 001; Hany Girgis; Neeraj Dhungel; Amir H. Abdi; Delaram Behnami; Ken Gin; Robert Rohling; Purang Abolmaesumi; Teresa Tsang (IEEE Trans. Medical Imaging, 2019)

Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms. - Delaram Behnami; Christina Luong 001; Hooman Vaseli; Hany Girgis; Amir H. Abdi; Dale Hawley; Ken Gin; Robert Rohling; Purang Abolmaesumi; Teresa Tsang (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. - Zhibin Liao; Hany Girgis; Amir H. Abdi; Hooman Vaseli; Jorden Hetherington; Robert Rohling; Ken Gin; Teresa Tsang; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2020)

Snake-based interactive tooth segmentation for 3D mandibular meshes. - Rui Yang; Amir H. Abdi; Atabak Eghbal; Edward Wang; Khanh Linh Tran; David Yang; Antony Hodgson; Eitan Prisman; Sidney S. Fels (Image-Guided Procedures, 2021)

Snake-based interactive tooth segmentation for 3D mandibular meshes (erratum). - Rui Yang; Amir H. Abdi; Atabak Eghbal; Edward Wang; Khanh Linh Tran; David Yang; Antony Hodgson; Eitan Prisman; Sidney S. Fels (Image-Guided Procedures, 2021)

TD-GEN: Graph Generation With Tree Decomposition. - Hamed Shirzad; Hossein Hajimirsadeghi; Amir H. Abdi; Greg Mori (CoRR, 2021)

TD-GEN: Graph Generation Using Tree Decomposition. - Hamed Shirzad; Hossein Hajimirsadeghi; Amir H. Abdi; Greg Mori (AISTATS, 2022)

Stop Overcomplicating Selective Classification: Use Max-Logit. - Leo Feng; Mohamed Osama Ahmed; Hossein Hajimirsadeghi; Amir H. Abdi (CoRR, 2022)

Towards Better Selective Classification. - Leo Feng; Mohamed Osama Ahmed; Hossein Hajimirsadeghi; Amir H. Abdi (ICLR, 2023)

Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting. - Mohammad Amin Shabani; Amir H. Abdi; Lili Meng; Tristan Sylvain (ICLR, 2023)

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. - Huiqiang Jiang; Yucheng Li; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Zhenhua Han; Amir H. Abdi; Dongsheng Li 002; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (NeurIPS, 2024)

NL2KQL: From Natural Language to Kusto Query. - Amir H. Abdi; Xinye Tang; Jeremias Eichelbaum; Mahan Das; Alex Klein; Nihal Irmak Pakis; William Blum; Daniel L. Mace; Tanvi Raja; Namrata Padmanabhan; Ye Xing (CoRR, 2024)

Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs. - Jingcheng Niu; Xingdi Yuan; Tong Wang; Hamidreza Saghir; Amir H. Abdi (ACL (1), 2025)

SCBench: A KV Cache-Centric Analysis of Long-Context Methods. - Yucheng Li; Huiqiang Jiang; Qianhui Wu; Xufang Luo; Surin Ahn; Chengruidong Zhang; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (ICLR, 2025)

MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention. - Yucheng Li; Huiqiang Jiang; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

DefenderBench: A Toolkit for Evaluating Language Agents in Cybersecurity Environments. - Chiyu Zhang; Marc-Alexandre Cote; Michael Albada; Anush Sankaran; Jack W. Stokes; Tong Wang; Amir H. Abdi; William Blum; Muhammad Abdul-Mageed (CoRR, 2025)

SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression. - Yucheng Li; Surin Ahn; Huiqiang Jiang; Amir H. Abdi; Yuqing Yang 001; Lili Qiu (CoRR, 2025)