Members

Faculty Members

Rahmati, Zahed

• AGML Center Director
• Head of Computer Science Department
• Assistant Professor
• Amirkabir University of Technology
• Email: zrahmati@aut.ac.ir

Abbaszadeh, Mostafa

• Associate Professor
• AmirKabir University of Technology
• Email: m.abbaszadeh@aut.ac.ir

Akbari, Mohammad

• Assistant Professor
• AmirKabir University of Technology
• Email: akbari.ma@aut.ac.ir

Darvishi, Ali

• Associate Professor
• Tehran University
• Email: ali.darvishi@ut.ac.ir

Kiani, Dariush

• Professor
• Amirkabir University of Technology
• Email: dkiani@aut.ac.ir

Current Researchers

PhD

Vefghi, Ali

• Research: Graphs in Drug Target Interaction
• Email: alivefghi@aut.ac.ir/ avefghi@gmail.com

Sherafatmandjoo, Hanieh

• Research: LLMs in Healthcare
• Email: Sherafatmandhaniye@aut.ac.ir

Davoodi, Amirehsan

• Research: -Explainable AIs

Ahmadi, Jalal 

• Research: Finance and GNNs

Saeidi, Tayyebeh

• Research: Recommender Systems and KGs

Ardalan, sahar

• Research: Estimating Recovery Rate of Epilepsy Patients after Brain Surgery

Sanisales, Maryam

• Research: Dust Source Emission Forecasting

MSc

Hajiabassi, Mohammadmahdi

• Research: Portfolio Optimization
• Email: hajiabbasi@aut.ac.ir

Izadifar, Emad

• Research: Predicting Temporal Trades Between Nodes 
  
• Email: emad.izadifar@aut.ac.ir

Madanipour, Mahsima

• Research: Biological Network Alignment
• Email: mahsima.madanipour@aut.ac.ir

Joghataei, Amirhossein

• Research: Improving  LLMs by Knowledge Graph
  
• Email: amir.h.j@aut.ac.ir

Shiri, Fatemeh

• Research: Explaining Deep Models in Healthcare Data

Taheri, Ashkan

• Research: LLMs for Understanding Financial Documents
• Email: ashkantaheri@aut.ac.ir

Shabani, Mohammadreza

• Research: -Temporal graphs

Rahmati, Ali

• Research: NLP

Riazi, Soroush

• Research: Generating Counterfactual Explanations

Past Researchers

Bahrami, Mahin

• PhD (Sept 2017-Oct 2024)
• Thesis: Graph drawing and Related Algorithms with Linear Algebra Tool

Jamshidi, MuhammadHafez

• MSc (Sept 2021-July 2024)
•  Thesis: Surface Mesh Reconstruction of Hippocampus from MR images using Graph Neural Networks

Khosravi, Asal

• MSc (Sept 2021-Feb 2024)
• Thesis Title: Review Classification using Graph Neural Networks
• Email: a.khosravi96@aut.ac.ir

Omrani, Mina

• MSc (Sept 2021-Feb 2024)
• Thesis Title: Reverse Nearest Neighbor Search on Road Networks

Shiueylangroodi, Shima

• MSc (Sept 2021-Feb 2024)
• Thesis Title: Approximation Algorithms for Bounded-Angle Spanning Trees

Kazemi, Dariush

• MSc (Sept 2021-Oct 2023)
• Thesis Title: Drug-Drug Interaction Prediction using Graph Machine learning

Rivandi, Kowsar

• MSc (Sept 2021-Oct 2023)
• Thesis Title: Style and Theme-Conditioned Persian Poetry Generation

Lashkari, Mohammad

• MSc (Sept 2021-Sept 2023)
• Thesis Title: Uniform Stability of Adam Algorithm and its Effect on Generalization Error of NNs

Gholami, Fatemeh

• MSc (Sept 2020-June 2023)
• Thesis Title: Review classification using deep learning

Moghadas, Mohammad

• MSc (Sept 2020-Jan 2023)
• Thesis Title: Traffic Forecasting using Deep Graph-based Methods
• Email: s.m.moghadas2012@gmail.com 

Akbarizadeh, Mohammad

• MSc (Sept 2019-Feb 2022)
• Thesis Title: Quality Metrics in Drawing Graphs

Anvari, Zahra

• MSc (Sept 2019-Feb 2022)
• Thesis Title: Large Graphs Sampling Problem via VC-Dimension Theory

Moradi, Sepehr

• MSc (Sept 2018-Oct 2020)
• Thesis Title: Stack-Queue Layout of Planar Graphs

Hamed-Mohseni, Bardia

• MSc (Sept 2017-Feb 2020)
• Thesis Title: Interactive Visualization of Large Graphs

Emami, Fatemeh

• MSc (Sept 2017-Feb 2020)
• Thesis Title: Drawing Graphs with Right Angle Crossings

Rezapour, Majid

• MSc (Sep 2016-July 2018)
• Thesis Title: Clustering of Moving Objects