مصطفی حقیر چهرقانی - دانشگاه صنعتی امیرکبیر

GHOLINEZHAD KHAJE BLAGHI NEMAT ، HaghirChehreghani Mostafa, "Disentangling popularity and quality: An edge classification approach for fair recommendation", Applied Soft Computing, vol. 201, no. , pp.115619-115619, 2026.

NAEIMI MOHAMMAD ، HaghirChehreghani Mostafa, "PBiLoss: Popularity-aware regularization to improve fairness in graph-based recommender systems", Applied Soft Computing, vol. 200, no. , pp.115449-115449, 2026.

POURYA AMIRHOSSEIN ، HaghirChehreghani Mostafa ، Bagheri Alireza, "Singular value decomposition-based graph densification for link prediction in sparse graphs", Computer Journal, vol. 69, no. , pp.773-785, 2026.

MACKY ALEAGHA DORSA ، ZOHARI MOHAMMAD PAYAM ، HaghirChehreghani Mostafa, "Quantifying Iran's endemic transition in COVID-19 through Omicron reproduction number estimates", Physica A-Statistical Mechanics and Its Applications, vol. 688, no. , pp.131422-131422, 2026.

MOUSAVI SEYEDE FATEMEH ، RAHMATI MOHAMMAD ، HaghirChehreghani Mostafa, "Diffusion-aware graph refinement for graph-level classification and property detection", Engineering Applications of Artificial Intelligence, vol. 163, no. , pp.113157-113177, 2026.

GHOLINEZHAD KHAJE BLAGHI NEMAT ، HaghirChehreghani Mostafa, "Heterophily-aware fair recommendation using graph convolutional networks", Neurocomputing, vol. 661, no. , pp.131956-, 2025.

LAKZAEI BATOOL ، HaghirChehreghani Mostafa ، Bagheri Alireza, "A decision-based heterogenous graph attention network for multi-class fake news detection", Knowledge-Based Systems, vol. 330, no. , pp.114499-, 2025.

MOHAMADI YASSIN ، HaghirChehreghani Mostafa, "Mitigating over-squashing in graph few-shot learning by leveraging local and global similarities", Applied Soft Computing, vol. 184, no. , pp.113863-, 2025.

HOSEYNNIA FATEME ، GHATEE MEHDI ، HaghirChehreghani Mostafa, "Mitigating over-smoothing in Graph Neural Networks for node classification through Adaptive Early Embedding and Biased DropEdge procedures", Knowledge-Based Systems, vol. 320, no. , pp.113615-, 2025.

LAKZAEI BATOOL ، HaghirChehreghani Mostafa ، Bagheri Alireza, "LOSS-GAT: Label propagation and one-class semi-supervised graph attention network for fake news detection", Applied Soft Computing, vol. , no. 174, pp.112965-, 2025.

SHAHRESTANI MOHAMMADREZA ، HaghirChehreghani Mostafa, "Prosody recognition in Persian poetry", Speech Communication, vol. , no. 170, pp.103222-, 2025.

HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "Mining transactional tree databases under homeomorphism", Journal of Supercomputing, vol. 81, no. , pp.-, 2025.

GHOLAMZADEHNASRABADI FATEMEH ، KASHANI AMIR HOSSEIN ، ZAHEDI PEGAH ، HaghirChehreghani Mostafa, "Content Augmented Graph Neural Networks", Acm Transactions On The Web, vol. 0, no. 0, pp.1-20, 2024.

ZOHRABI MOHAMMADJAVAD ، NABATISARAVANI MOHAMMADSAEED ، HaghirChehreghani Mostafa, "Centrality-based and similarity-based neighborhood extension in graph neural networks", Journal of Supercomputing, vol. 0, no. 0, pp.1-26, 2024.

HaghirChehreghani Mostafa, "A Review on the Impact of Data Representation on Model Explainability", Acm Computing Surveys, vol. 0, no. 0, pp.1-20, 2024.

LAKZAEI BATOOL ، HaghirChehreghani Mostafa ، Bagheri Alireza, "Disinformation detection using graph neural networks: a survey", Artificial Intelligence Review, vol. 57, no. 3, pp.1-45, 2024.

HaghirChehreghani Mostafa, "The embeddings world and Artificial General Intelligence", Cognitive Systems Research, vol. 84, no. 3, pp.1-6, 2023.

SALEMI MOTTAGHI MEHDI ، HaghirChehreghani Mostafa, "A deep comprehensive model for stock price prediction", Journal of Ambient Intelligence and Humanized Computing, vol. 0, no. 0, pp.1-11, 2023.

HaghirChehreghani Mostafa ، YAGHOOBI ZAHRA, "Improving empirical efficiency of CUR decomposition", Journal of Supercomputing, vol. -, no. 0, pp.1-17, 2023.

HaghirChehreghani Mostafa, "On using affine sketches for multiple-response dynamic graph regression", Journal of Supercomputing, vol. 0, no. 0, pp.1-15, 2022.

HaghirChehreghani Mostafa, "On the theory of dynamic graph regression problem", Computational & Applied Mathematics, vol. 41, no. 8, pp.1-17, 2022.

HaghirChehreghani Mostafa, "Half a decade of graph convolutional networks", Nature Machine Intelligence, vol. 4, no. 3, pp.192-193, 2022.

KESHVARI FATEMEH ، HaghirChehreghani Mostafa, "Non-uniform PageRank using Node Features and Node Embeddings", The Csi Journal On Computing Science and Information Technology, vol. 19, no. 2, , 2022.

HaghirChehreghani Mostafa, "Sublinear update time randomized algorithms for dynamic graph regression", Applied Mathematics and Computation, vol. 410, no. 0, pp.1-11, 2021.

HaghirChehreghani Mostafa ، Albert Bifet ، Talel Abdessalem, "Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs", Fundamenta Informaticae, vol. 182, no. 3, pp.219-242, 2021.

HaghirChehreghani Mostafa, "Dynamical algorithms for data mining and machine learning over dynamic graphs", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, vol. 0, no. 0, pp.1-19, 2020.

Morteza Haghir Chehreghani ، HaghirChehreghani Mostafa, "Learning representations from dendrograms", Machine Learning, vol. 109, no. 9, pp.1779-1802, 2020.

HaghirChehreghani Mostafa ، Talel Abdessalem ، Albert Bifet ، Meriem Bouzbila, "Sampling informative patterns from large single networks", Future Generation Computer Systems-The International Journal of Escience, vol. 106, no. 0, pp.653-658, 2020.

HaghirChehreghani Mostafa ، Albert Bifet ، Talel Abdessalem, "Discriminative Distance-Based Network Indices with Application to Link Prediction", Computer Journal, vol. 61, no. 7, pp.998-1014, 2018.

HaghirChehreghani Mostafa ، Talel Abdessalem, "Upper and lower bounds for the q-entropy of network models with application to network model selection", Information Processing Letters, vol. 119, no. 0, pp.1-8, 2016.

HaghirChehreghani Mostafa ، Maurice Bruynooghe, "Mining rooted ordered trees under subtree homeomorphism", Data Mining and Knowledge Discovery, vol. 30, no. 5, pp.1249-1272, 2015.

HaghirChehreghani Mostafa, "An Efficient Algorithm for Approximate Betweenness Centrality Computation", Computer Journal, vol. 57, no. 9, pp.1371-1382, 2014.

Morteza Haghir Chehreghani ، HaghirChehreghani Mostafa ، Hassan Abolhassani, "Probabilistic Heuristics for Hierarchical Web Data Clustering", Computational Intelligence, vol. 28, no. 2, pp.209-233, 2012.

HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani ، Caro Lucas ، Masoud Rahgozar, "OInduced: An Efficient Algorithm for Mining Induced Patterns From Rooted Ordered Trees", Ieee Transactions On Systems Man and Cybernetics Part A-Systems and Humans, vol. 41, no. 5, pp.1013-1025, 2011.

Morteza Haghir Chehreghani ، Hassan Abolhassani ، HaghirChehreghani Mostafa, "Density link-based methods for clustering web pages", Decision Support Systems, vol. 47, no. 4, pp.374-382, 2009.

HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani ، Caro Lucas ، Masoud Rahgozar ، Euhanna Ghadimi, "Efficient rule based structural algorithms for classification of tree structured data", Intelligent Data Analysis, vol. 13, no. 1, pp.165-188, 2009.

Morteza Haghir Chehreghani ، Hassan Abolhassani ، HaghirChehreghani Mostafa, "Improving density-based methods for hierarchical clustering of web pages", Data and Knowledge Engineering, vol. 67, no. 1, pp.30-50, 2008.

HaghirChehreghani Mostafa ، Masoud Rahgozar ، Caro Lucas ، Morteza Haghir Chehreghani, "A heuristic algorithm for clustering rooted ordered trees", Intelligent Data Analysis, vol. 11, no. 4, pp.355-376, 2007.

مقالات همایش‌ها

HaghirChehreghani Mostafa, "Graph Neural Networks: Powerful Artificial Intelligence Models for Graph Data Processing in Medicine and Biology,", The 2nd National and 1st International Conference on Cell and Developmental Biology of Iran, Oct 2025.

Morteza Haghir Chehreghani ، HaghirChehreghani Mostafa, "Hierarchical Correlation Clustering and Tree Preserving Embedding,", IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2024), Jun 2024.

MOTESHAKERARANI ZAHRA ، HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "Non-uniform Sampling Methods for Large Itemset Mining,", IEEE International Conference on Big Data, IEEE BigData 2023, Dec 2023.

GHANBARI MAHDI ، HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "Graph Clustering Using Node Embeddings: An Empirical Study,", IEEE International Conference on Big Data (IEEE BigData 2022), Dec 2022.

ASGHARI SARA ، HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "On Using Node Indices and Their Correlations for Fake Account Detection,", IEEE International Conference on Big Data (IEEE BigData 2022), Dec 2022.

MALEK MASOUD ، HaghirChehreghani Mostafa ، NAZERFARD EHSAN ، Morteza Haghir Chehreghani, "Shallow Node Representation Learning using Centrality Indices,", 2021 IEEE International Conference on Big Data (IEEE BigData 2021), Dec 2021.

HaghirChehreghani Mostafa, "Subsampled Randomized Hadamard Transform for Regression of Dynamic Graphs,", 29TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT - CIKM 2020, Oct 2020.

HaghirChehreghani Mostafa ، Albert Bifet ، Talel Abdessalem, "Adaptive Algorithms for Estimating Betweenness and k-path Centralities,", 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Nov 2019.

HaghirChehreghani Mostafa ، Talel Abdessalem ، Albert Bifet, "Metropolis-Hastings Algorithms for Estimating Betweenness Centrality,", 22nd International Conference on Extending Database Technology, EDBT 2019, Mar 2019.

HaghirChehreghani Mostafa ، Albert Bifet ، Talel Abdessalem, "An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms,", IEEE International Conference on Big Data, Big Data 2018, Dec 2018.

HaghirChehreghani Mostafa ، Albert Bifet ، Talel Abdessalem, "DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs,", IEEE International Conference on Big Data, Big Data 2018, Dec 2018.

HaghirChehreghani Mostafa ، Albert Bifet ، Talel Abdessalem, "Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs,", The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining - PAKDD, Jun 2018.

HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "Efficient Context-Aware K-Nearest Neighbor Search,", European Conference on Information Retrieval - ECIR, Mar 2018.

HaghirChehreghani Mostafa, "A Framework for Description and Analysis of Sampling-Based Approximate Triangle Counting Algorithms,", 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2016.

HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "Transactional Tree Mining,", Joint European Conference on Machine Learning and Knowledge Discovery in DatabasesECML PKDD 2016, Sep 2016.

HaghirChehreghani Mostafa ، Morteza Haghir Chehreghani, "Modeling Transitivity in Complex Networks,", Thirty-Second Conference on Uncertainty in Artificial Intelligence, UAI 2016, Jun 2016.

HaghirChehreghani Mostafa, "Effective co-betweenness centrality computation.,", Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, Feb 2014.

HaghirChehreghani Mostafa, "An efficient algorithm for approximate betweenness centrality computation,", 22nd ACM International Conference on Information and Knowledge Management, CIKM13, Oct 2013.

HaghirChehreghani Mostafa, "Efficiently Mining Unordered Trees,", 11th IEEE International Conference on Data Mining, ICDM, Dec 2011.

Morteza Haghir Chehreghani ، Hassan Abolhassani ، HaghirChehreghani Mostafa, "Attaining Higher Quality for Density Based Algorithms,", International Conference on Web Reasoning and Rule Systems, Jun 2007.

HaghirChehreghani Mostafa ، Masoud Rahgozar ، Caro Lucas ، Morteza Haghir Chehreghani, "Mining Maximal Embedded Unordered Tree Patterns,", 2007 IEEE Symposium on Computational Intelligence and Data Mining, Mar 2007.

HaghirChehreghani Mostafa ، Masoud Rahgozar ، Caro Lucas ، Morteza Haghir Chehreghani, "Clustering Rooted Ordered Trees,", 2007 IEEE Symposium on Computational Intelligence and Data Mining, Mar 2007.

دروس ارائه شده

عنوان درس

توصیف درس

سرفصل ها

دوره درسی

Applied Linear Algebra

4051

Applied Linear Algebra

در این درس، مباحث مختلف جبر خطی که در گرایش های مختلف رشته مهندسی کامپیوتر کاربرد زیادی دارند، ارائه می گردند. به طور خاص، در این درس معاد�

4042

Applied Linear Algebra

4042

Big Data Analysis

برای داده هایی که با حجم و سرعت بالا تولید می شوند، روشهای سنتی تحلیل و دستکاری داده ها قابل استفاده نیستند. هدف اصلی این درس معرفی تئوری ه�

4042

(Complex Networks Analysis)

4041

Applied Linear Algebra

4041

Engineering Mathematics

4032

(Big Data Analytics)

4032

Applied Linear Algebra

4032