Sajjad Amini

25 papers C 1Misc 1Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding and Segmentation.
Trans. Mach. Learn. Res.
Hesam Hosseini, Ghazal Hosseini Mighan, Amirabbas Afzali, Sajjad Amini, Amir Houmansadr
2025 J jnl
A Versatile Framework for Designing Group-Sparse Adversarial Attacks.
CoRR
Alireza Heshmati, Saman Soleimani Roudi, Sajjad Amini, Shahrokh Ghaemmaghami, Farokh Marvasti
2025 — conf
CMC-SC: Cross-Modal Contextualized ASR Spelling Correction via BERT and WavLM using a Soft Fusion Framework.
ICNLSP
Mohammad Reza Peyghan, Sajjad Amini, Shahrokh Ghaemmaghami
2025 — conf
Enhancing Adversarial Robustness With Energy-Based Models: a Novel Training Approach for Input Purification.
IWCIT
Reza Hajimohammadi Tabriz, Sajjad Amini, Reza Kazemi
2025 J jnl
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems.
CoRR
Amin Robatian, Mohammad Hajipour, Mohammad Reza Peyghan, Fatemeh Rajabi, Sajjad Amini, Shahrokh Ghaemmaghami, Iman Gholampour
2025 J jnl
LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders.
CoRR
Borna Khodabandeh, Amirabbas Afzali, Amirhossein Afsharrad, Seyed Shahabeddin Mousavi, Sanjay Lall, Sajjad Amini, Seyed-Mohsen Moosavi-Dezfooli
2025 J jnl
Measurement-Guided Consistency Model Sampling for Inverse Problems.
CoRR
Amirreza Tanevardi, Pooria Abbas Rad Moghadam, Sajjad Amini
2024 J jnl
Fast adversarial attacks to deep neural networks through gradual sparsification.
Eng. Appl. Artif. Intell.
Sajjad Amini, Alireza Heshmati, Shahrokh Ghaemmaghami
2024 J jnl
Matrix Completion via Nonsmooth Regularization of Fully Connected Neural Networks.
CoRR
Sajad Faramarzi, Farzan Haddadi, Sajjad Amini, Masoud Ahookhosh
2024 J jnl
MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification.
CoRR
Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr
2024 J jnl
ULTra: Unveiling Latent Token Interpretability in Transformer Based Understanding.
CoRR
Hesam Hosseini, Ghazal Hosseini Mighan, Amirabbas Afzali, Sajjad Amini, Amir Houmansadr
2022 J jnl
Designing Low Coherent Measurement Matrix With Controlled Spectral Norm Via an Efficient Approximation of $\ell _\infty$-Norm.
IEEE Signal Process. Lett.
Alireza Heshmati, Sajjad Amini, Shahrokh Ghaemmaghami, Farokh Marvasti
2022 J jnl
Non-Smooth Regularization: Improvement to Learning Framework Through Extrapolation.
IEEE Trans. Signal Process.
Sajjad Amini, Mohammad Soltanian, Mostafa Sadeghi, Shahrokh Ghaemmaghami
2022 Misc conf
Towards Robust Visual Transformer Networks via K-Sparse Attention.
ICASSP
Sajjad Amini, Shahrokh Ghaemmaghami
2020 J jnl
Spatio-Temporal VLAD Encoding of Visual Events Using Temporal Ordering of the Mid-Level Deep Semantics.
IEEE Trans. Multim.
Mohammad Soltanian, Sajjad Amini, Shahrokh Ghaemmaghami
2020 J jnl
Towards Improving Robustness of Deep Neural Networks to Adversarial Perturbations.
IEEE Trans. Multim.
Sajjad Amini, Shahrokh Ghaemmaghami
2019 J jnl
A New Framework to Train Autoencoders Through Non-Smooth Regularization.
IEEE Trans. Signal Process.
Sajjad Amini, Shahrokh Ghaemmaghami
2019 J jnl
Hierarchical Location Identification of Destabilizing Faults and Attacks in Power Systems: A Frequency-Domain Approach.
IEEE Trans. Smart Grid
Sajjad Amini, Fabio Pasqualetti, Masoud Abbaszadeh, Hamed Mohsenian Rad
2018 J jnl
Dynamic Load Altering Attacks Against Power System Stability: Attack Models and Protection Schemes.
IEEE Trans. Smart Grid
Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad
2018 — conf
Sparse Autoencoders Using Non-smooth Regularization.
EUSIPCO
Sajjad Amini, Shahrokh Ghaernmaghami
2017 C conf
Identification of destabilizing attacks in power systems.
ACC
Mike Izbicki, Sajjad Amini, Christian R. Shelton, Hamed Mohsenian Rad
2017 — —
Smart Grid Cyber and Physical Security.
Sajjad Amini
2015 — conf
Detecting dynamic load altering attacks: A data-driven time-frequency analysis.
SmartGridComm
Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad
2015 — conf
Dynamic load altering attacks in smart grid.
ISGT
Sajjad Amini, Hamed Mohsenian Rad, Fabio Pasqualetti
2014 — conf
Outlier-aware dictionary learning for sparse representation.
MLSP
Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten