Graduate Students

Current Students

Ph.D. Candidates

  1. Mohadeseh Mirbeygi
    Thesis: Controllable text generation

  2. Ahmad Abniki
    Thesis: Learning graph from data

  3. Mohammad Mahini
    Thesis: Large-scale graph analysis using graphlets

  4. Fariba Lotfi (Co-supervised with Prof. Jamzad)
    Thesis: Representing an image annotation model using Label dependencies and graph convolutional networks

M.Sc. Students

  1. Behnam Saedi
    Thesis: Multi-Teacher Knowledge Distillation for Improving Student Model Generalization

  2. Shokoufeh Keshavarz
    Thesis: Identification and Ranking of Influential Nodes

  3. Sahar Zal
    Thesis: Textual Description Generation for Images

  4. Ali Khoshtinat
    Thesis: Detecting and Mitigating Bias in Language Models

  5. Hamed Saadati
    Thesis: Model generalization through test-time training algorithms

  6. Mohammad Matin Fotohi
    Thesis: Low-light image enhancement using generative models

  7. Sina Rohipour
    Thesis: Fine-tuning a multilingual embedding model suitable for RAG

  8. Darioush Jamshidian
    Thesis: Controllable Text-to-Image Generation

  9. Fatemeh Raeijian
    Thesis: ‫‪ Forgetting Management in Continual Learning Using Deep Learning Methods

  10. Mehdi Kamali
    Thesis: Improving LLMs in interacting with each other

Alumni

Ph.D.

  1. Dr. Zeynab Abedini (Co-supervised with Prof. Jamzad) (Graduated in September 2024)
    Thesis: Color Constancy In Images Based on Contrast Stretching and Deep Learning

  2. Dr. Mahmood Karimian (Graduated in August 2024)
    Thesis: Concept drift handling: Domain adaptation perspective

  3. Dr. Zohreh Fallahnejad (Graduated in August 2024)
    Thesis: Entity embedding for expert retrieval

  4. Dr. Arman Sepehr (Graduated in July 2022)
    Thesis: Information and influence diffusion in social networks

  5. Dr. Ahmad Khajehnejad (Graduated in Feb. 2022)
    Thesis: Learning deep generative models for structured data

  6. Dr. Zeynab Barzegar (Co-supervised with Dr. Jamzad) (Graduated in Dec. 2020)
    Thesis: Glioma Tumor Segmentation using Image Processing of Brain MRI
    Currently, Assistant professor at Iran University of Medical Sciences

  7. Dr. Artin Ghostan Khatchatoorian (Co-supervised with Dr. Jamzad) (Graduated in Sep. 2020)
    Thesis: A self rectifying model for automatic image annotation

  8. Dr. Ahmad Ali Abin (Graduated in June 2014)
    Thesis: Active constrained clustering using instance-level constraint ranking
    Currently, Assistant professor at Shahid Beheshti University

  9. Dr. Mahmood Neshati (Graduated in March 2014)
    Thesis: Expert Retrieval and ranking
    Currently, Assistant professor at Shahid Beheshti University

M.Sc.

  1. Mostafa Masumi (Graduated in Sep. 2024)
    Thesis: Improving density peaks clustering algorithm

  2. Parham Abedazad (Graduated in Sep. 2024)
    Thesis: Named entity recognition in informal text using deep-learning methods

  3. Elyas Esmaeili (Graduated in Aug. 2024)
    Thesis: Expert recommendation in community question answering

  4. Zahra Khoramnejad (Graduated in Jun. 2024)
    Thesis: Applications of opinion mining for stock price movement

  5. Ali Safarpoor (Graduated in Jul. 2023)
    Thesis: Recommender systems based on knowledge graph

  6. Hamed Hematian (Graduated in Jun. 2023)
    Thesis: ‫‪History‬‬ m‪odeling‬‬ ‫‪in‬‬ c‪onversational‬‬ question‬‬ answering‬‬

  7. Arash Lagzian (Graduated in Jun. 2023)
    Thesis: Image anomaly detection based on deep learning

  8. Mohammad Haghighat (Graduated in Feb. 2023)
    Thesis: Fraud Detection in financial transactions

  9. Fatemeh Karimkhani (Graduated in Jan. 2023)
    Thesis: Personalized dialogue generation using transfer learning

  10. Heydar Soudani (Graduated in July 2022)
    Thesis: Predicting novelty concepts in data streams

  11. Shervin Naseri (Graduated in Oct 2021)
    Thesis: Estimating protein-protein interaction network similarity through sampling

  12. Mahshid Khatami (Co-supervised with Dr. Rabiee) (Graduated in Oct. 2021)
    Thesis: Identification of the set of single nucleotide variants in genome responsible for the differentiation of expression of genes

  13. Ilia Abolhassani (Co-supervised with Dr. Maraashi) (Graduated in Sep. 2021)
    Thesis: A method for binning of metagenomic sequences fragment

  14. Ebrahim Badrestani (Graduated in Sep. 2021)
    Thesis: Short term traffic state forecasting for travel time estimation

  15. Mohammad Ali Mirziaie (Graduated in July 2021)
    Thesis: Learning representation for heterogeneous information networks

  16. Mohammad Mehdi Aghajani (Graduated in June 2021)
    Thesis: Named entity recognition in Persian language using deep learning

  17. Hamed Mahdavi (Graduated in March 2021)
    Thesis: Approximate inference in social network models

  18. Mohsen Olumi (Graduated in Sep. 2020)
    Thesis: Forecasting stock market price movements using time series analysis

  19. Mohammad Miri (Graduated in Jul. 2020)
    Thesis: Expert retrieval in community-based question answering

  20. Aliakbar Vishkaie (Graduated in Jul. 2020)
    Thesis: Dual translation tasks using dual learning

  21. Pourya Moradi (Co-supervised with Prof. Jamzad) (Graduated in Jan. 2019)
    Thesis: Improving the 3D segmentation of nodules in lung CT images

  22. Hadi Moazen (Co-supervised with Prof. Jamzad) (Graduated in Jan. 2019)
    Thesis: Improving skin cancer (melanoma) detection using visual features

  23. Fariba Lotfi (Co-supervised with Dr. Soleymani) (Graduated in Sep. 2018)
    Thesis: Deep learning for community question answering

  24. Mohsen Mahdieh (Graduated in Sep. 2018)
    Thesis: Improving sampling efficiency of probabilistic graphical models

  25. Fatemeh Pahlevan Aghababa (Graduated in Jan. 2018)
    Thesis: Modeling mechanism of visual attention using brain signals

  26. Hatef Madani (Graduated in Jan. 2018)
    Thesis: Fast parameter estimation in Markov random fields

  27. Mohammad Javad Abasi (Graduated in Jan. 2017)
    Thesis: Active constraint clustering by instance-level constraint ranking using estimated cluster boundaries

  28. Reza Rajebli (Graduated in Jan. 2017)
    Thesis: : Classification of EEG signals to detect predefined words in imagined speech

  29. Arash Behmand (Graduated in Jan. 2017)
    Thesis: Unsupervised command detection in EEG-based brain-computer interface

  30. Ali Derakhsahn (Graduated in Jan. 2017)
    Thesis: Analyzing purchase satisfaction using opinion mining

  31. Tina Khajeh (Co-supervised with Dr. Motahari) (Graduated in Jan. 2017)
    Thesis: Enhancing and normalizing DNA microarray data using RNA-Seq datasets

  32. Saeed Karimi (Graduated in Sep. 2016)
    Thesis: Axioms for graph clustering quality functions

  33. Rayhaneh Ameri (Graduated in Sep. 2016)
    Thesis: Author identification using statistical methods

  34. Zohreh Fallahnejad (Graduated in Sep. 2016)
    Thesis: Expert finding in question and answering communities

  35. Aslan Mehrabi (Co-supervised with Dr. Motahari) (Graduated in Nov. 2015)
    Thesis: Learning and associating phenotypic behavior of organisms using biological data

  36. Amir Keramatian (Graduated in Sep. 2015)
    Thesis: Constraint clustering for high dimensional data

  37. Amir Hossein Goli (Graduated in Sep. 2015)
    Thesis: Community detection in very large networks

  38. Sahba Ezami (Graduated in Sep. 2015)
    Thesis: Aspect-based opinion mining for product reviews

  39. Alireza Baraani (Graduated in Sep. 2014)
    Thesis: Predicting expert rank range in expert retrieval

  40. Afrooz Vazefehdan (Graduated in Sep. 2014)
    Thesis: Online distance metric learning

  41. Hesam Talebi (Graduated in Sep. 2014)
    Thesis: Management of classifiers pool in data stream classification using probabilistic graphical models

  42. Mohammad Asghari (Graduated in Sep. 2014)
    Thesis: Link prediction in complex networks

  43. Sobhan Foroughi (Graduated in Sep. 2014)
    Thesis: Combining trust-based and collaborative filtering methods to enhance recommender systems

  44. Elham Akbari Azirani (Graduated in Jan. 2014)
    Thesis: Designing an estimation of distribution algorithm based on data mining methods

  45. Poorya Zaremoodi (Graduated in Sep. 2013)
    Thesis: Novel class detection in data streams

  46. Arman Sepehr (Graduated in Sep. 2013)
    Thesis: Multi-class semi-supervised classification of data streams

  47. Hadi Hashemi (Graduated in Sep. 2013)
    Thesis: Expert finding in bibliographic network

  48. Ameneh Gholipour Shahraki (Graduated in June 2013)
    Thesis: A semi-supervised classification algorithm for data stream using decision tree algorithm

  49. Mojtaba Kasaian (Graduated in May 2013)
    Thesis: An outlier detection and cleaning algorithm in classification applications

  50. Maryam Shadloo (Graduated in Jan. 2013)
    Thesis: An active learning algorithm for spam filtering

  51. Mohammad Zaman Zamani (Graduated in Oct. 2012)
    Thesis: An online learning algorithm for spam filtering

  52. Mohsen Ghafoorian (Graduated in Oct. 2012)
    Thesis: Automatic skill learning using community detection approach

  53. Sajad Kamalizadeh (Graduated in Oct. 2012)
    Thesis: Multi-label text classification

  54. Mohammad Javad Hosseini (Graduated in Oct. 2012)
    Thesis: An semi-supervised ensemble learning algorithm for nonstationary data streams classification

  55. Mahdieh Dehghan (Graduated in Jan. 2012)
    Thesis: Concept drift detection in data streams using ensemble classifiers

  56. Nasrin Taghizadeh (Graduated in Dec. 2011)
    Thesis: Autonomous skill acquisition in reinforcement learning based on graph clustering

  57. Behnaz Moradabadi (Graduated in Sep. 2011)
    Thesis: Designing an estimation distribution algorithm based on learning automata

  58. Parinaz Sobhani (Graduated in Sep. 2011)
    Thesis: Data stream classification in presence of concept drift using ensemble learning

  59. Zeinab Mokhtari (Graduated in Feb. 2011)
    Thesis: Call admission control schemes in WiMAX networks

  60. Hossein Tajari (Graduated in Jan. 2011)
    Thesis: Using transductive learning classification in bioinformatics

  61. Sabereh Sadeghi (Graduated in Dec. 2010)
    Thesis: Feature ranking in text classification

  62. Alborz Mazloomian (Graduated in Dec. 2010)
    Thesis: Inferring signaling pathways from RNA data using machine learning

  63. Elham Ghanbari (Graduated in Jun. 2010)
    Thesis: Incremental learning approach in spam detection

  64. Zahra Rahaie (Graduated in Jan. 2010)
    Thesis: A study on credit assignment problem among reinforcement learning agents

  65. Meysam Ahangaran (Graduated in Jan. 2010)
    Thesis: Cellular learning automata and its applications in pattern recognition

  66. Samane Sadat Mousavi (Graduated in Jan. 2010)
    Thesis: Design of local rule for cellular automata using evolutionary algorithms using clustering for routing in sensor networks

  67. Somayeh Alian (Graduated in Nov. 2009)
    Thesis: Using clustering for routing in sensor networks

  68. Zahra Ahmadi (Graduated in Sep. 2009)
    Thesis: Cost-sensitive classifiers and their applications

  69. Jalal Kazemitabar (Graduated in Jan. 2009)
    Thesis: Automatic skill acquisition in reinforcement learning

  70. Misagh Bagherian (Graduated in Jan. 2009)
    Thesis: Classification of gene-expression data using machine learning methods

  71. Mehrnoush Famil Saeedian (Graduated in Dec. 2008)
    Thesis: Machine learning in automated spam detection

M.Sc. (Kish Campus)

  1. Kameli Asgarian Amiri (Graduated in Dec. 2011)
    Thesis: Load balancing with handover in mobile WiMAX

  2. Samira Afzal (Graduated in Dec. 2011)
    Thesis: Accurate and low-cost location estimation using machine learning techniques in wireless sensor networks

  3. Elaheh Heidarzadeh (Graduated in Dec 2011) Thesis: Using learning algorithms for energy efficient routing in wireless sensor networks

  4. Leili Nosrati (Graduated in Feb. 2011)
    Thesis: Concept drift detection in spam filtering

  5. Shahrooz Samadi (Graduated in Dec. 2010)
    Thesis: Adaptive routing in Ad-Hoc wireless multi-hop networks Thesis: Using learning algorithms for energy efficient routing in wireless sensor networks

  6. Sonia Nazari (Graduated in Dec 2010)
    Thesis: An uplink packet scheduling algorithm in fixed PMP WiMAX networks with TDD frame structure

  7. Farnoosh Jalinia (Graduated in Dec 2009)
    Thesis: The CBK-Neigh protocol for symmetric topology control in Ad Hoc networks

  8. Leila Mortazavifar (Graduated in March 2009)
    Thesis: Comparison of multiple services call admission control schemes in cellular mobile networks

  9. Zahra Firoozi (Graduated in March 2009)
    Thesis: Comparison of single service call admission control schemes in cellular mobile networks