Imdad Ullah Khan
Associate Professor
Department of Computer Science
Syed Babar Ali School of Science and Engineering
Lahore University of Management Sciences (LUMS), Pakistan
Email: imdad.khan [at] lums.edu.pk
Home Research Teaching Services Students

    Theses

  • Spanning Subgraphs in Graphs and Hypergraphs I Khan Ph.D. Dissertation - Rutgers The State University of New Jersey 2011 Advisor: Endre Szemerédi
  • Online Algorithms for Complete Itemset Counts using set-to-string Mappings I Khan MS Thesis - Lahore University of Management Sciences 2006 Advisor: Asim Karim

    • Graph and Social Network Analysis

  • Computing Graph Descriptors on Edge Streams ZR Hassan, I Khan, M Shabbir, W Abbas ACM Transactions on Knowledge Discovery from Data 2023
  • Impact of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers H Mansoor, S Ali, S Alam, MA Khan, U Hassan, I Khan IEEE International Conference on Big Data (Big Data) 2022
  • SsAG: Summarization and Sparsification of Attributed Graphs M Ahmad, MA Beg, I Khan, A Zaman, MA Khan ACM Transactions on Knowledge Discovery from Data 2023
  • Estimating Descriptors for Large Graphs ZR Hassan, M Shabbir, I Khan, W Abbas Pacific-Asia Conference on Knowledge Discovery and Data Mining 2020
  • Predicting Attributes of Nodes using Network Structure S Ali, MH Shakeel, I Khan, S Faizullah, MA Khan ACM Transactions on Intelligent Systems and Technology 2021
  • Scalable Approximation Algorithm for Graph Summarization MA Beg, M Ahmad, A Zaman, I Khan Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2018

    • Sequence Analysis

  • Spike2CGR: An Efficient Method For Spike Sequence Classification Using Chaos Game Representation S Ali, T Murad, I Khan, M. Patterson Machine Learning 2023
  • BioSequence2Vec: Efficient Embedding Generation For Biological Sequences S Ali, U Sardar, M. Patterson, I Khan Pacific-Asia Conference on Knowledge Discovery and Data Mining 2023
  • Efficient Approximate Kernel Based Spike Sequence Classification S Ali, B Sahoo, MA Khan, A Zelikovskiy, I Khan M Patterson IEEE/ACM Transactions on Computational Biology and Bioinformatics 2022
  • A k-mer Based Approach For SARS-CoV-2 Variant Identification S Ali, B Sahoo, N Ullah, A Zelikovskiy, M Patterson, I Khan The 17th International Symposium on Bioinformatics Research and Applications 2021
  • Effective and scalable clustering of SARS-CoV-2 sequences S Ali, MA Khan, I Khan, M Patterson Intenational Conference on Big Data Research 2021
  • Efficient Approximation Algorithms for String Kernel Based Sequence Classification M Farhan, J Tariq, A Zaman, M Shabbir, I Khan International Conference on Neural Information Processing Systems (NeurIPS) 2017
  • Generalized Similarity Kernels for Efficient Sequence Classification P Kuksa, I Khan, V Pavlovic SIAM International Conference on Data Mining 2012

    • Neuroimaging and Health Informatics

  • PseAAC2Vec Protein Encoding for TCR Protein Sequence Classification Z Tayebi, S Ali, T Murad, I Khan, M Patterson Computers in Biology and Medicine 2024
  • Sequence-Based Nanobody-Antigen Binding Prediction U Sardar, S Ali, MS Ayub, M Shoaib, K Bashir, I Khan, M Patterson The 19th International Symposium on Bioinformatics Research and Applications 2023
  • An Efficient Deep Learning Model for Brain Tumor Detection with Privacy Preservation M Rehman, A Shafique, I Khan, Y Ghazi, J Ahmad, M Alshehri, M Qathrady, M Alhaisoni, M Zayyan CAAI Transactions on Intelligence Technology 2023
  • Virus2vec: Viral Sequence Classification using Machine Learning S Ali, B Bello, P Chourasia, R Punathil, P Chen, I Khan, M Patterson Proceedings of Machine Learning Research, Conference on Health, Inference, and Learning 2023
  • Robust Brain Age Estimation via Regression Models and MRI-derived Features M Ahmed, U Sardar, S Ali, S Alam, M Patterson,I Khan International Conference on Computational Collective Intelligence 2023
  • Effect of Analysis Window and Feature Selection on Classification of Hand Movements using EMG Signal A Ullah, S Ali, I Khan, MA Khan, S Faizullah Intelligent Systems and Applications 2020

    • Text Analytics

  • Language Independent Sentiment Analysis MH Shakeel, S Faizullah, T Alghamidi, I Khan International Conference on Advances in the Emerging Computing Technologies 2020
  • A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts MH Shakeel, A Karim, I Khan Information Processing & Management 2020
  • A Multi-cascaded Deep Model for Bilingual SMS Classification MH Shakeel, A Karim, I Khan International Conference on Neural Information Processing 2019

    • Energy Data Analytics

  • Short-Term Load Forecasting Using AMI Data S Ali, H Mansoor, I Khan, N Arshad, MA Khan, S Faizullah IEEE Internet of Things Journal 2023
  • Modeling Power Consumption of Web Apps using Static Design Features MS Ayub, N Mustafa, S Ali, I Khan, MA Khan, S Faizullah Under Review at Applied Intelligence 2022
  • Fair Allocation Based Soft Load Shedding S Ali, H Mansoor, I Khan, N Arshad, S Faizullah, MA Khan Intelligent Systems and Applications 2020
  • Short Term Load Forecasting Using Smart Meter Data S Ali, H Mansoor, N Arshad, I Khan ACM International Conference on Future Energy Systems 2019

    • Analysis of Networks, Sports and Human Sourced Data

  • CAMP: A Context-Aware Cricket Players Performance Metric MS Ayub, N Ullah, S Ali, I Khan, MM Awais, MA Khan, S Faizullah Journal of the Operational Research Society 2023
  • Efficient Data Analytics on Augmented Similarity Triplets S Ali, M Ahmad, U Hassan, M Khan, S Alam,I Khan IEEE International Conference on Big Data 2022
  • Social Groups Based Content Caching in Wireless Networks N Mustafa, I Khan, MA Khan, ZA Uzmi International Symposium on Mobility Management and Wireless Access 2021
  • Detecting DDoS Attack on SDN Due to Vulnerabilities in OpenFlow S Ali, MK Alvi, S Faizullah, MA Khan, A Alshanqiti, I Khan International Conference on Advances in the Emerging Computing Technologies 2019

    • Network Immunization

  • Combinatorial Trace Method for Network Immunization M Ahmad, S Ali, J Tariq, I Khan, M Shabbir, A Zaman Information Sciences 2020
  • Scalable Approximation Algorithm for Network Immunization J Tariq, M Ahmad, I Khan, M Shabbir Pacific-Asia Conference on Information Systems 2017
  • Sampling Based Efficient Algorithm to Estimate the Spectral Radius of Large Graphs S Abbas, J Tariq, A Zaman, I Khan International Conference on Distributed Computing Systems Workshops 2017
  • Spectral Methods for Immunization of Large Networks M Ahmad, J Tariq, M Shabbir, I Khan Australasian Journal of Information Systems 2017

    • Spanning Subgraph in Graphs and Hypergraphs

  • Perfect Matchings in 4-uniform Hypergraphs I Khan Journal of Combinatorial Theory, Series B 2016
  • Ore-degree Threshold for the Square of a Hamiltonian Cycle L DeBiasio, S Faizullah, I Khan Discrete Mathematics & Theoretical Computer Science 2015
  • Perfect Matchings in 3-uniform Hypergraphs with Large Vertex Degree I Khan SIAM Journal on Discrete Mathematics 2013
  • A ``deregularized" proof of the El-Zahar conjecture for large graphs I Khan, G Sárközy, E Szemerédi PhD Thesis, Rutgers University 2011