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Ali Torkamani
Researcher, AWS AI
Joined
September 2018
Names
Ali Torkamani
(Preferred)
,
MohamadAli Torkamani
Emails
****@gmail.com
(Confirmed)
,
****@cambiahealth.com
(Confirmed)
,
****@amazon.com
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
AWS AI
(amazon.com)
2019
–
Present
Principal Researcher
Cambia Health Solutions
(cambiahealth.com)
2016
–
2019
PhD student
Computer Science,
University of Oregon
(uoregon.edu)
2011
–
2016
PhD student
Oregon State University
(oregonstate.edu)
2009
–
2011
Advisors, Relations & Conflicts
PhD Advisor
Daniel Lowd
2011
–
2016
Expertise
Logical Reasoning of Large Language Models
2024
–
Present
Hierarchical Foundation Models
2021
–
2025
Deep Learning
2016
–
2025
Graph Neural Networks
2015
–
2025
Adversarial Machine Learning
2011
–
2018
Publications
A Neurosymbolic Approach to Natural Language Formalization and Verification
Sam Bayless
,
Darion Cassel
,
Byron Cook
,
Duncan Clough
,
Rémi Delmas
,
Nafi Diallo
,
Ferhat Erata
,
Nick Feng
,
Dimitra Giannakopoulou
,
Aman Goel
,
Joe Hendrix
,
Marc Hudak
,
Dejan Jovanović
,
Andrew M. Kent
,
Benjamin Kiesl-Reiter
,
Jeffrey J. Kuna
,
Nadia Labai
,
Joseph Lilien
,
Divya Raghunathan
,
Zvonimir Rakamaric
et al. (5 additional authors not shown)
Submitted to ICLR 2026
Readers:
Everyone
Robustness Reprogramming for Representation Learning
Zhichao Hou
,
MohamadAli Torkamani
,
Hamid Krim
,
Xiaorui Liu
ICLR 2025 Spotlight
Readers:
Everyone
TGTOD: A Global Temporal Graph Transformer for Outlier Detection at Scale
Kay Liu
,
Jiahao Ding
,
MohamadAli Torkamani
,
Philip S. Yu
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Ensembles of Low-Rank Expert Adapters
Yinghao Li
,
Vianne R. Gao
,
Chao Zhang
,
MohamadAli Torkamani
ICLR 2025 Poster
Readers:
Everyone
Structural Fairness-aware Active Learning for Graph Neural Networks
Haoyu Han
,
Xiaorui Liu
,
Li Ma
,
MohamadAli Torkamani
,
Hui Liu
,
Jiliang Tang
,
Makoto Yamada
ICLR 2024 poster
Readers:
Everyone
Towards Label Position Bias in Graph Neural Networks
Haoyu Han
,
Xiaorui Liu
,
Feng Shi
,
MohamadAli Torkamani
,
Charu C. Aggarwal
,
Jiliang Tang
NeurIPS 2023 poster
Readers:
Everyone
Alternately Optimized Graph Neural Networks
Haoyu Han
,
Xiaorui Liu
,
Haitao Mao
,
MohamadAli Torkamani
,
Feng Shi
,
Victor Lee
,
Jiliang Tang
ICML 2023 Poster
Readers:
Everyone
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
Rui Xue
,
Haoyu Han
,
MohamadAli Torkamani
,
Jian Pei
,
Xiaorui Liu
ICML 2023 Poster
Readers:
Everyone
Graph Neural Networks as Multi-View Learning
Haoyu Han
,
Xiaorui Liu
,
Haitao Mao
,
MohamadAli Torkamani
,
Feng Shi
,
Victor Lee
,
Jiliang Tang
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
On Robustness and Regularization of Structural Support Vector Machines
MohamadAli Torkamani
,
Daniel Lowd
2014 (modified: 11 Nov 2022)
ICML 2014
Readers:
Everyone
View all 11 publications
Co-Authors
Aman Goel
Andrew M. Kent
Benjamin Kiesl-Reiter
Byron Cook
Chao Zhang
Charu C. Aggarwal
Daniel Lowd
Darion Cassel
Dejan Jovanović
Dimitra Giannakopoulou
Divya Raghunathan
Duncan Clough
Feng Shi
Ferhat Erata
Haitao Mao
Hamid Krim
Haoyu Han
Hui Liu
Jeffrey J. Kuna
Jiahao Ding
Jian Pei
Jianan Yao
Jiliang Tang
Joe Hendrix
Joseph Lilien
View all 45 co-authors