Members

Faculty Members

Rahmati, Zahed

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

PhDs

Ardalan, sahar

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

Bahrami, Mahin

• Research: Dot-product Representation of Graphs

Davoodi, Amirehsan

• Research: -Explainable AIs

Sanisales, Maryam

• Research: Dust Source Emission Forecasting

Sherafatmandjoo, Hanieh

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

Vefghi, Ali

• Research: GNNs
• Email: alivefghi@aut.ac.ir/ avefghi@gmail.com

MScs

Joghataei, Amirhosein

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

Madanipour, Mahsima

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

Rahmati, Ali

• Research: NLP

Riazi, Soroush

• Research: Generating Counterfactual Explanations

Saffari, Saman

• Research: Predicting Molecular Interactions

Hajiabassi, Mohammadmahdi

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

Shabani, Mohammadreza

• Research: -Temporal graphs

Izadifar, Emad

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

Jamshidi, Mohammadhafez

• Research: GML-based Simulations

Past Researchers

Khosravi, Asal

• MSc student, February 2024
• Thesis Title: Review Classification using Graph Neural Networks
• Email: a.khosravi96@aut.ac.ir

Omrani, Mina

• MSc student, February 2024
• Thesis Title: Reverse Nearest Neighbor Search on Road Networks

Shiueylangroodi, Shima

• MSc student, February 2024
• Thesis Title: Approximation Algorithms for Bounded-Angle Spanning Trees

Kazemi, Dariush

• MSc student, October 2023
• Thesis Title: Drug-Drug Interaction Prediction using Graph Machine learning

Rivandi, Kowsar

• MSc student, October 2023
• Thesis Title: Style and Theme-Conditioned Persian Poetry Generation

Lashkari, Mohammad

• MSc student, September 2023
• Thesis Title: Uniform Stability of Adam Algorithm and its Effect on Generalization Error of NNs

Gholami, Fatemeh

• MSc student, June 2023
• Thesis Title: Review classification using deep learning

Moghadas, Mohammad

• MSc student, January 2023
• Thesis Title: Traffic Forecasting using Deep Graph-based Methods
• Email: s.m.moghadas2012@gmail.com 

Akbarizadeh, Mohammad

• MSc student, February 2022
• Thesis Title: Quality Metrics in Drawing Graphs

Anvari, Zahra

• MSc student, February 2022
• Thesis Title: Large Graphs Sampling Problem via VC-Dimension Theory

Moradi, Sepehr

• MSc student, October 2020
• Thesis Title: Stack-Queue Layout of Planar Graphs

Hamed-Mohseni, Bardia

• MSc student, February 2020
• Thesis Title: Interactive Visualization of Large Graphs

Emami, Fatemeh

• MSc student, February 2020
• Thesis Title: Drawing Graphs with Right Angle Crossings

Rezapour, Majid

• MSc student, July 2018
• Thesis Title: Clustering of Moving Objects