Amir H. Abdi

42 papers A* 5A 1B 1Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
DefenderBench: A Toolkit for Evaluating Language Agents in Cybersecurity Environments.
CoRR
Chiyu Zhang, Marc-Alexandre Cote, Michael Albada, Anush Sankaran, Jack W. Stokes, Tong Wang, Amir H. Abdi, William Blum, Muhammad Abdul-Mageed
2025 — conf
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs.
ACL (1)
Jingcheng Niu, Xingdi Yuan, Tong Wang, Hamidreza Saghir, Amir H. Abdi
2025 J jnl
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs.
CoRR
Jingcheng Niu, Xingdi Yuan, Tong Wang, Hamidreza Saghir, Amir H. Abdi
2025 J jnl
MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention.
CoRR
Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025 A* conf
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention.
ICML
Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025 A* conf
SCBench: A KV Cache-Centric Analysis of Long-Context Methods.
ICLR
Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025 J jnl
SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression.
CoRR
Yucheng Li, Surin Ahn, Huiqiang Jiang, Amir H. Abdi, Yuqing Yang, Lili Qiu
2024 A* conf
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.
NeurIPS
Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
2024 J jnl
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.
CoRR
Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
2024 J jnl
NL2KQL: From Natural Language to Kusto Query.
CoRR
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
2024 J jnl
SCBench: A KV Cache-Centric Analysis of Long-Context Methods.
CoRR
Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2023 A* conf
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting.
ICLR
Mohammad Amin Shabani, Amir H. Abdi, Lili Meng, Tristan Sylvain
2023 A* conf
Towards Better Selective Classification.
ICLR
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
2022 J jnl
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting.
CoRR
Amin Shabani, Amir H. Abdi, Lili Meng, Tristan Sylvain
2022 J jnl
Stop Overcomplicating Selective Classification: Use Max-Logit.
CoRR
Leo Feng, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Amir H. Abdi
2022 A conf
TD-GEN: Graph Generation Using Tree Decomposition.
AISTATS
Hamed Shirzad, Hossein Hajimirsadeghi, Amir H. Abdi, Greg Mori
2021 — conf
Snake-based interactive tooth segmentation for 3D mandibular meshes (erratum).
Image-Guided Procedures
Rui Yang, Amir H. Abdi, Atabak Eghbal, Edward Wang, Khanh Linh Tran, David Yang, Antony Hodgson, Eitan Prisman, Sidney S. Fels
2021 — conf
Snake-based interactive tooth segmentation for 3D mandibular meshes.
Image-Guided Procedures
Rui Yang, Amir H. Abdi, Atabak Eghbal, Edward Wang, Khanh Linh Tran, David Yang, Antony Hodgson, Eitan Prisman, Sidney S. Fels
2021 J jnl
TD-GEN: Graph Generation With Tree Decomposition.
CoRR
Hamed Shirzad, Hossein Hajimirsadeghi, Amir H. Abdi, Greg Mori
2020 J jnl
Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Delaram Behnami, Christina Luong, Hooman Vaseli, Hany Girgis, Amir H. Abdi, Dale Hawley, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2020 J jnl
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment.
IEEE Trans. Medical Imaging
Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2019 J jnl
A Preliminary Study of Disentanglement With Insights on the Inadequacy of Metrics.
CoRR
Amir H. Abdi, Purang Abolmaesumi, Sidney S. Fels
2019 J jnl
A Study into Echocardiography View Conversion.
CoRR
Amir H. Abdi, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi
2019 — conf
AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis.
MIDL
Amir H. Abdi, Heather Borgard, Purang Abolmaesumi, Sidney S. Fels
2019 J jnl
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.
IEEE Trans. Medical Imaging
Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2019 — conf
Designing lightweight deep learning models for echocardiography view classification.
Image-Guided Procedures
Hooman Vaseli, Zhibin Liao, Amir H. Abdi, Hany Girgis, Delaram Behnami, Christina Luong, Fatemeh Taheri Dezaki, Neeraj Dhungel, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2019 J jnl
GAN-enhanced Conditional Echocardiogram Generation.
CoRR
Amir H. Abdi, Teresa Tsang, Purang Abolmaesumi
2019 J jnl
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment.
CoRR
Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2019 — conf
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior.
ISBI
Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
2019 J jnl
Variational Learning with Disentanglement-PyTorch.
CoRR
Amir H. Abdi, Purang Abolmaesumi, Sidney S. Fels
2019 J jnl
Variational Mandible Shape Completion for Virtual Surgical Planning.
CoRR
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
2019 — conf
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery.
MICCAI (5)
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
2018 — conf
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data.
DLMIA/ML-CDS@MICCAI
Mohammad H. Jafari, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2018 — conf
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography.
DLMIA/ML-CDS@MICCAI
Delaram Behnami, Christina Luong, Hooman Vaseli, Amir H. Abdi, Hany Girgis, Dale Hawley, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2018 J jnl
Fiducial-based fusion of 3D dental models with magnetic resonance imaging.
Int. J. Comput. Assist. Radiol. Surg.
Amir H. Abdi, Alan G. Hannam, Sidney S. Fels
2018 J jnl
Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning.
CoRR
Amir H. Abdi, Pramit Saha, Praneeth Srungarapu, Sidney S. Fels
2018 — conf
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Nathan Van Woudenberg, Zhibin Liao, Amir H. Abdi, Hani Girgis, Christina Luong, Hooman Vaseli, Delaram Behnami, Haotian Zhang, Kenneth Gin, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2017 J jnl
Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View.
IEEE Trans. Medical Imaging
Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017 B conf
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks.
Image Processing
Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017 J jnl
Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View".
IEEE Trans. Medical Imaging
Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017 — conf
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms.
DLMIA/ML-CDS@MICCAI
Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Dale Hawley, Robert Rohling, Purang Abolmaesumi
2017 — conf
Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes.
MICCAI (3)
Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Darwin Yeung, Dale Hawley, Robert Rohling, Purang Abolmaesumi