Computer Science and Software Engineering

Research output

Research output per year 1984 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2019 2020 2021 2022 2023 2024 2024

• 1228 Article
• 1176 Conference paper
• 146 Doctoral Thesis
• 84 Chapter
• 260 More
  • 39 Review article
  • 36 Other output
  • 24 Edited book/Anthology
  • 24 Preprint
  • 21 Software
  • 18 Master's Thesis
  • 16 Book
  • 13 Conference presentation/ephemera
  • 11 Conference article
  • 11 Editorial
  • 10 Other chapter contribution
  • 8 Letter
  • 6 Other
  • 5 Abstract
  • 5 Poster
  • 4 Abstract/Meeting Abstract
  • 2 Entry for encyclopedia/dictionary
  • 2 Foreword/postscript
  • 2 Comment/debate
  • 1 Literature review
  • 1 Other contribution
  • 1 Non-UWA Thesis

Research output per year

Research output per year

Search results

• 2024

  3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection

  Cabral, R. C., Luo, S., Poon, J. & Han, S. C., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 152-162 11 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Knowledge Distillation 100%
  • Mental Health 100%
  • Learning Process 50%
  • Varying Nature 50%
  • Complex Situation 50%

• Aleatoric Predicates: Reasoning about Marbles

  French, T., 6 May 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. New Zealand: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2024-May. p. 2267-2269 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Proposition 100%
  • Independent 100%
  • Domain Element 50%
  • Probability Theory 50%
  • Dice 50%

• An open-source analysis workflow for geometrically imperfect bolted ring-flanges in wind turbine support structures

  Jorgensen, J., Hodkiewicz, M., Cripps, E. & Hassan, G. M., 10 Jun 2024, Journal of Physics: Conference Series: The Science of Making Torque from Wind (TORQUE 2024). 6 ed. IOP Publishing, Vol. 2767. p. 1-10 062004. (Journal of Physics: Conference Series).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Load Transfer 100%
  • Offshore Wind Turbines 100%
  • Compressed Air Motors 100%
  • Fatigue Analysis 66%
  • Finite Element Analysis 66%

• Are Graph Embeddings the Panacea?

  Sun, Q., Huynh, D. Q., Reynolds, M. & Liu, W., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science + Business Media, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14646 LNAI).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Graph Representation Learning 100%
  • Embedding Algorithm 66%
  • Classification Problem 66%
  • Random Decision Forest 33%
  • Characteristic Network 33%

• A Responsibility Pillar: Exploring and Assessing Decentralized Intelligence

  Wang, Q., Yu, G., Bi, T., Bandara, H. M. N. D. & Chen, S., 18 Sept 2024, Proceedings - 2024 IEEE International Conference on Blockchain (Blockchain 2024). Copenhagen: IEEE, Institute of Electrical and Electronics Engineers, p. 412-419 8 p. (Proceedings - 2024 IEEE International Conference on Blockchain, Blockchain 2024).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Blockchain 100%
  • Data Processing 100%
  • Computational Efficiency 50%
  • Initial Analysis 50%

• CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment

  Javed, S., Mahmood, A., Ganapathi, I. I., Dharejo, F. A., Werghi, N. & Bennamoun, M., 16 Sept 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, Institute of Electrical and Electronics Engineers, p. 11450-11459 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Language Modeling 100%
  • Annotation 33%
  • Interpretability 33%
  • Textual Description 33%
  • Unsupervised Technique 33%
  1 Citation (Scopus)

• CySpider: A Neural Semantic Parsing Corpus with Baseline Models for Property Graphs

  Zhao, Z., Liu, W., French, T. & Stewart, M., 2024, AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Proceedings. Liu, T., Webb, G., Yue, L. & Wang, D. (eds.). Springer Science + Business Media, p. 120-132 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14472 LNAI).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Parsing 100%
  • Query Language 100%
  • Structured Query Language 75%
  • Graph Database 50%
  • Baseline Model 50%
  1 Citation (Scopus)

• DeepTheft: Stealing DNN Model Architectures through Power Side Channel

  Gao, Y., Qiu, H., Zhang, Z., Wang, B., Ma, H., Abuadbba, A., Xue, M., Fu, A. & Nepal, S., May 2024, 2024 IEEE Symposium on Security and Privacy. IEEE, Institute of Electrical and Electronics Engineers, p. 3311-3326 16 p. (Proceedings - IEEE Symposium on Security and Privacy).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Neural Network Model 100%
  • Deep Neural Network 100%
  • Model Architecture 100%
  • Side Channel 100%
  • Machine Learning 60%
  3 Citations (Scopus)

• Detecting Sleep Disorders from NREM Using DeepSDBPLM

  Almutairi, H., Hassan, G. M. & Datta, A., 2024, Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications. Ahmad, N. S., Mohamad-Saleh, J. & Teh, J. (eds.). Singapore: Springer Science + Business Media, p. 459-467 9 p. (Lecture Notes in Electrical Engineering; vol. 1123 LNEE).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Deep Learning Method 100%
  • Early Detection 100%
  • Negative Effect 100%
  • Classification Problem 100%
  • Common Sleep Disorder 100%

• Efficient Hyperparameter Optimization with Adaptive Fidelity Identification

  Jiang, J., Wen, Z., Mansoor, A. & Mian, A., 19 Jun 2024, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEEE, p. 26181 10 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  File

  • Applicability 100%
  • Optimization Method 100%
  • Surrogate Model 100%
  • Learning Curve 100%
  • Resource Usage 100%
  38 Downloads (Pure)

• Exploring Apple Silicon’s Potential from Simulation and Optimization Perspective

  Struniawski, K., Konopka, A. & Kozera, R., 2024, Computational Science – ICCS 2024 - 24th International Conference, 2024, Proceedings. Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V. V., Dongarra, J. J. & Sloot, P. M. A. (eds.). Springer Science + Business Media, p. 35-42 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14836 LNCS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Graphics Processing Unit 100%
  • Silicon 100%
  • Complex Task 50%
  • Power Consumption 50%
  • World Application 50%

• Fast Inference for Probabilistic Graphical Models

  Jiang, J., Wen, Z., Mansoor, A. & Mian, A., 2024, Proceedings of the 2024 USENIX Annual Technical Conference, ATC 2024. USENIX Association, p. 95-110 16 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Probabilistic Graphical Model 100%
  • Inference System 25%
  • Computational Complexity 25%
  • Importance Sampling 25%
  • Interpretability 12%

• Fostering Trust Through User Interface Design in Multi-Drone Search and Rescue

  Ahlskog, J., Bahodi, M. T., Lugmayr, A. & Merritt, T., 16 Sept 2024, TAS '24 : Proceedings of the 2nd International Symposium on Trustworthy Autonomous Systems. Association for Computing Machinery (ACM), 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Drone 100%
  • User Interfaces 100%
  • User Interface Design 100%
  • Unmanned Aerial Vehicle 100%
  • User Interface 50%

• Intrusion Detection Systems Using Quantum-Inspired Density Matrix Encodings

  Huynh, L., Hong, J. B., Mian, A., Suzuki, H. & Camtepe, S., 2024, 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN-W 2024. IEEE, Institute of Electrical and Electronics Engineers, p. 32-38 7 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Intrusion Detection System 100%
  • Encoding Matrix 100%
  • Network Traffic 66%
  • Traffic Classification 66%
  • Experimental Result 33%

• L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream

  Sun, J., Wang, Y., Feng, M., Guo, Y., Mian, A. & Shou, M. Z., 16 Sept 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, Institute of Electrical and Electronics Engineers, p. 21146-21156 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Point Cloud 100%
  • Multimodality 25%
  • Human Computer Interaction 25%
  • Generalization Performance 25%
  • Visual Language 25%

• Language Model Guided Interpretable Video Action Reasoning

  Wang, N., Zhu, G., Li, H. S., Zhang, L., Ali Shah, S. A. & Bennamoun, M., 16 Sept 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, Institute of Electrical and Electronics Engineers, p. 18878-18887 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Language Modeling 100%
  • Black Box 100%
  • Neural Network 50%
  • Logical Reasoning 50%
  • Decision Model 50%

• Laser ablation for precision 3D bone shaping: Beyond channel cuts

  Withers, S., Dumas, N., Breuer, R., Chipper, R., Robertson, B. & Khan, R., 12 Mar 2024, Optical Interactions with Tissue and Cells XXXV. Linz, N., Bixler, J. N. & Walsh, A. J. (eds.). SPIE-SOC PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 7 p. 1284006. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12840).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Laser Surgery 100%
  • Implant 66%
  • Surgical Technique 33%
  • Ex Vivo 33%
  • Implant Design 33%

• MaintIE: A Fine-Grained Annotation Schema and Benchmark for Information Extraction from Maintenance Short Texts.

  Bikaun, T. K., French, T., Stewart, M., Liu, W. & Hodkiewicz, M., 2024, LREC/COLING: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Association for Computational Linguistics (ACL), p. 10939-10951 13 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  File

  • Annotation 100%
  • Information Extraction 100%
  • Entity Recognition 100%
  • Minimum Spanning Tree 100%
  • And-States 50%
  2 Citations (Scopus)

  30 Downloads (Pure)

• MaintNorm: A corpus and benchmark model for lexical normalisation and masking of industrial maintenance short text

  Bikaun, T., Hodkiewicz, M. & Liu, W., 2024, W-NUT 2024 - 9th Workshop on Noisy and User-Generated Text, Proceedings of the Workshop. van der Goot, R., Bak, J., Muller-Eberstein, M., Xu, W., Ritter, A., Baldwin, T. & Baldwin, T. (eds.). Association for Computational Linguistics (ACL), p. 58-67 10 p. (W-NUT 2024 - 9th Workshop on Noisy and User-Generated Text, Proceedings of the Workshop).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Learning Objective 100%
  • Sequence Learning 100%
  • Grammatical Structure 100%
  • Model Benchmark 100%
  • Physical Asset 50%
  2 Citations (Scopus)

• MNA-net: Multimodal Neuroimaging Attention-Based Architecture for Cognitive Decline Prediction

  Vo, J., Sharif, N. & Hassan, M., Oct 2024, Predictive Intelligence in Medicine: 7th International Workshop, PRIME 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Rekik, I., Adeli, E., Park, S. H. & Cintas, C. (eds.). 1 ed. Switzerland: Springer, (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Alzheimer's Disease 100%
  • Cognitive Decline 100%
  • Neuroimaging 100%
  • Mild Cognitive Impairment 75%
  • Positron-Emission Tomography 75%

• Model Predictive Control-Based Reinforcement Learning

  Han, Q., Boussaid, F. & Bennamoun, M., 2 Jul 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Piscataway: IEEE, Institute of Electrical and Electronics Engineers, 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Reinforcement Learning 100%
  • Predictive Model 100%
  • Predictive Control Model 100%
  • Reported Result 12%
  • Dynamic System Model 12%

• MSG-Chart: Multimodal Scene Graph for ChartQA

  Dai, Y., Han, S. C. & Liu, W., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3709-3713 5 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Structure Element 100%
  • Underlying Data 100%
  • Vision Transformer 100%
  • Multi-modal 100%
  • Question answering 100%

• Practical Anytime Algorithms for Judicious Partitioning of Active Directory Attack Graphs

  Zhang, Y., Ward, M. & Nguyen, H., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 7074-7081 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Directed Graphs 100%
  • Tree Search 100%
  • Active Directory 100%
  • Use Case 50%
  • Searching Algorithm 50%

• RUHate-MM: Identification of Hate Speech and Targets using Multimodal Data from Russia-Ukraine Crisis

  Thapa, S., Jafri, F. A., Rauniyar, K., Nasim, M. & Naseem, U., 13 May 2024, WWW 2024 Companion - Companion Proceedings of the ACM Web Conference. Association for Computing Machinery (ACM), p. 1854-1863 10 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Social Medium Platform 100%
  • Speech Detection 100%
  • Social Platform 100%
  • Ukraine 100%
  • Russian Federation 100%

• SegScope:Probing Fine-grained Interrupts via Architectural Footprints

  Zhang, X., Zhang, Z., Shen, Q., Wang, W., Gao, Y., Yang, Z. & Zhang, J., 2024, IEEE International Symposium on High-Performance Computer Architecture. IEEE, Institute of Electrical and Electronics Engineers, p. 424-438 15 p. (Proceedings - International Symposium on High-Performance Computer Architecture).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Interface File 100%
  • Side Channel 100%
  • Granularity 50%
  • Hardware Resource 50%
  • Deep Neural Network 50%
  1 Citation (Scopus)

• SemReg: Semantics Constrained Point Cloud Registration

  Fung, S., Lu, X., Edirimuni, D. D. S., Pan, W., Liu, X. & Li, H., Nov 2024, Computer Vision – ECCV 2024: 8th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XLI. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1 ed. Springer Nature Switzerland AG, p. 293-310 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15099 LNCS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Constrained Point 100%

• SoK: Rowhammer on Commodity Operating Systems

  Zhang, Z., Chen, D., Qi, J., Cheng, Y., Jiang, S., Lin, Y., Gao, Y., Nepal, S., Zou, Y., Zhang, J. & Xiang, Y., Jul 2024, ACM AsiaCCS 2024 : Proceedings of the 19th ACM Asia Conference on Computer and Communications Security. Association for Computing Machinery (ACM), p. 436-452 17 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Dynamic Random Access Memory 100%
  • Commodity Operating System 100%
  • Defense Strategy 50%
  • System Security 25%
  • Computer Hardware 25%

• Yes, One-Bit-Flip Matters! Universal DNN Model Inference Depletion with Runtime Code Fault Injection

  Li, S., Wang, X., Xue, M., Zhu, H., Zhang, Z., Gao, Y., Wu, W. & Shen, X., 14 Aug 2024, 33rd USENIX Security Symposium. United States: USENIX Association, 17 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Deep Neural Network 100%
  • Inference Model 100%
  • Residual Neural Network 50%
  • Learning Framework 25%
  • Model Architecture 25%
• 2023

  3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D Point Clouds

  Kini, J., Mian, A. & Shah, M., 2023, Proceedings - ICRA 2023: IEEE International Conference on Robotics and Automation. IEEE, Institute of Electrical and Electronics Engineers, p. 841-848 8 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Point Cloud 100%
  • Affinity Matrix 100%
  • Postprocessing 20%
  • Object Detector 20%
  • Single Network 20%
  6 Citations (Scopus)

• 3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud

  Feng, M., Hou, H., Zhang, L., Wu, Z., Guo, Y. & Mian, A., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, Institute of Electrical and Electronics Engineers, p. 9182-9191 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Point Cloud 100%
  • 3d Scenes 100%
  • Physical Space 66%
  • Knowledge Base 33%
  • External Knowledge 33%
  4 Citations (Scopus)

• Aleatoric Propositions: Reasoning About Coins

  French, T., 29 Aug 2023, (E-pub ahead of print) Logic, Language, Information, and Computation - 29th International Workshop, WoLLIC 2023, Proceedings. Hansen, H. H., Scedrov, A. & de Queiroz, R. J. G. B. (eds.). USA: Springer Science + Business Media, p. 227-243 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13923 LNCS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Proposition 100%
  • Conditionals 20%
  • Fixed Points 20%
  • Weak Form 20%
  1 Citation (Scopus)

• A Scalable Double Oracle Algorithm for Hardening Large Active Directory Systems

  Zhang, Y., Ward, M., Guo, M. & Nguyen, H., 10 Jul 2023, AsiaCCS '23: Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security. Liu, J., Xiang, Y., Nepal, S. & Tsudik, G. (eds.). New York: Association for Computing Machinery (ACM), p. 993-1003 11 p. (Proceedings of the ACM Conference on Computer and Communications Security).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Active Directory 100%
  • Attackers 14%
  • Cyber Attack 14%
  • Information Security Management System 14%
  • stackelberg game 14%
  8 Citations (Scopus)

• BlindFilter: Privacy-Preserving Spam Email Detection Using Homomorphic Encryption.

  Lee, D., Ahn, M., Kwak, H., Hong, J. B. & Kim, H., 2023, Proceedings 42nd International Symposium on Reliable Distributed Systems (SRDS 2023). Guerrero, J. E. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 35-45 11 p. (Proceedings of the IEEE Symposium on Reliable Distributed Systems).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Privacy Preserving 100%
  • Homomorphic Encryption 100%
  • spam email 100%
  • e-Mail 50%
  • spam detection 50%
  1 Citation (Scopus)

• Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease

  Rauniyar, K., Shiwakoti, S., Poudel, S., Thapa, S., Naseem, U. & Nasim, M., Jul 2023, Proceedings of the 5th Clinical Natural Language Processing Workshop. Canada: Association for Computational Linguistics (ACL), p. 24-30 7 p.

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Language Resource 100%
  • Early Detection 100%
  • Experimental Result 100%
  • Information Processing 100%
  • Alzheimer's Disease 100%

• CASSOCK: Viable Backdoor Attacks against DNN in the Wall of Source-Specific Backdoor Defenses

  Wang, S., Gao, Y., Fu, A., Zhang, Z., Zhang, Y., Susilo, W. & Liu, D., Jul 2023, ASIA CCS 2023 - Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security. New York, USA: Association for Computing Machinery (ACM), p. 938-950 13 p. (Proceedings of the ACM Conference on Computer and Communications Security).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Deep Neural Network 100%
  • Backdoors 100%
  • Attackers 14%
  • False Positive Rate 14%
  5 Citations (Scopus)

• Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images

  Jobanputra, D. C., Bennamoun, M., Boussaid, F., Xu, L. & Kuthubutheen, J., 22 Nov 2023, 2023 11th European Workshop on Visual Information Processing, EUVIP 2023 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 7 p. (Proceedings - European Workshop on Visual Information Processing, EUVIP).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Ear Disease 100%
  • Learning Model 100%
  • Nose 100%
  • Chronic Ear Disease 25%
  • Image Quality 25%
  1 Citation (Scopus)

• Context-Aware Transformers for Weakly Supervised Baggage Threat Localization

  Velayudhan, D., Ahmed, A., Hassan, T., Bennamoun, M., Damiani, E. & Werghi, N., 11 Sept 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, p. 3538-3542 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Annotation 100%
  • Deep Learning Method 100%
  • Semantic Relation 100%
  • Instance Level 100%
  3 Citations (Scopus)

• Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility

  Gupta, R., Akhtar, N., Mian, A. & Shah, M., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023). Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, Vol. 37. p. 14838-14846 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Self-Supervised Learning 100%
  • Supervised Learning 28%
  • False Negative 28%
  • Key Contributor 14%
  • Representation Space 14%
  1 Citation (Scopus)

• COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals: Conference proceedings

  Shati, A., Hassan, M. & Datta, A., 2023, 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). Hu, J., Min, G. & Wang, G. (eds.). IEEEE, p. 2706-2713 8 p. (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Systems Performance 100%
  • Acoustic Feature 100%
  • Comparative Analysis 100%
  • Audio Signal 100%
  • Coughing 100%

• CrisisHateMM: Multimodal Analysis of Directed and Undirected Hate Speech in Text-Embedded Images From Russia-Ukraine Conflict

  Bhandari, A., Shah, S. B., Thapa, S., Naseem, U. & Nasim, M., 14 Aug 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE, Institute of Electrical and Electronics Engineers, p. 1994-2003 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Visual Feature 100%
  • Valuable Resource 100%
  • Multimodal Approach 100%
  • Textual Feature 100%
  26 Citations (Scopus)

• Critical review of distribution and causes of TSF failure using publicly disclosed information

  Vulpe, C., Liantono, J., Liu, W. & Fourie, A., 10 Nov 2023, Proceedings of Tailings and Mine Waste 2023. USA: Colorado State University, p. 1069-1080

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  File
  129 Downloads (Pure)

• CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs

  Nguyen Duc Minh, C., French, T., Liu, W. & Stewart, M., 1 May 2023, Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Dubrovnik, Croatia: Association for Computational Linguistics (ACL), p. 1736-1751 16 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Knowledge Graph 100%
  • Venn Diagram 50%
  • Reasoning Task 50%
  • Disjunctive Normal Form 50%
  • Cartesian Product 50%
  6 Citations (Scopus)

• Entropy-based Selective Homomorphic Encryption for Smart Metering Systems

  Xu, W., Zhang, Y., Cardell-Oliver, R., Mian, A. & Hong, J. B., 2023, Proceedings of the 28th IEEE Pacific Rim International Symposium on Dependable Computing: PRDC 2023. Ceballos, C. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 228-235 8 p. (Proceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Homomorphic Encryption 100%
  • Smart Metering System 100%
  • Privacy Protection 25%
  • Key Information 25%
  • Encrypted Data 25%

• Evaluating Moving Target Defenses against Realistic Attack Scenarios

  Brown, A., Lee, T. W. & Hong, J. B., 2023, Proceedings - 2023 IEEE/ACM 4th International Workshop on Engineering and Cybersecurity of Critical Systems, EnCyCriS 2023. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. (Proceedings - 2023 IEEE/ACM 4th International Workshop on Engineering and Cybersecurity of Critical Systems, EnCyCriS 2023).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Moving Target Defense 100%
  • Attack Scenario 100%
  • Informed Decision 14%
  • Attack Surface 14%
  • Decision Maker 14%
  1 Citation (Scopus)

• Extended Expectation Maximization for Under-Fitted Models

  Rekavandi, A. M., Seghouane, A. K., Boussaid, F. & Bennamoun, M., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. IEEE, Institute of Electrical and Electronics Engineers, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Fitted Model 100%
  • Variance Estimation 100%
  • Expectation-Maximization Algorithm 100%
  • Outlier 100%
  • Magnetic Resonance Imaging 100%
  3 Citations (Scopus)

• Finding Word Sense Embeddings of Known Meaning

  White, L., Togneri, R., Liu, W. & Bennamoun, M., 26 Feb 2023, Computational Linguistics and Intelligent Text Processing - 19th International Conference, CICLing 2018, Revised Selected Papers. Gelbukh, A. (ed.). Springer Science + Business Media, p. 3-16 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13397 LNCS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Similarity Measure 100%
  • Probability Theory 100%

• Form-NLU: Dataset for the Form Natural Language Understanding

  Ding, Y., Long, S., Huang, J., Ren, K., Luo, X., Chung, H. & Han, S. C., 19 Jul 2023, SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 2807-2816 10 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Natural-Language Understanding 100%
  • Information Extraction 75%
  • Key Information 50%
  • Object Detection 25%
  • Logical Relation 25%
  4 Citations (Scopus)

• From humans to machines: can ChatGPT-like LLMs effectively replace human annotators in NLP tasks

  Thapa, S., Naseem, U. & Nasim, M., Jun 2023, Workshop Proceedings of the 17th International AAAI Conference on Web and Social Media . Association for the Advancement of Artificial Intelligence (AAAI)

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

• Fully Automated CAD System for Lung Cancer Detection and Classification Using 3D Residual U-Net with multi-Region Proposal Network (mRPN) in CT Images

  Masood, A., Naseem, U. & Nasim, M., 2023, Cancer Prevention Through Early Detection : 2nd International Workshop, CaPTion 2023, Held in Conjunction with MICCAI 2023, Proceedings. Ali, S., van der Sommen, F., van Eijnatten, M., Kolenbrander, I., Papież, B. W. & Jin, Y. (eds.). 1 ed. Switzerland: Springer, p. 29-39 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14295 LNCS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Computer Aided Design 100%
  • U-Net 100%
  • Neural Network 100%
  • Deep Learning Method 100%
  • Residuals 100%

• Highly Imbalanced Baggage Threat Classification

  Ahmed, A., Velayudhan, D., Hassan, T., Bennamoun, M., Damiani, E. & Werghi, N., 7 Sept 2023, ICMLC 2023 - Proceedings of the 2023 15th International Conference on Machine Learning and Computing. New York: Association for Computing Machinery (ACM), p. 121-126 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Class Imbalance 100%
  • State of the Art 100%
  • X Ray 100%
  • Classification Framework 50%
  • Deep Learning Method 50%
  1 Citation (Scopus)