| 2025 | CIKM | Zero-shot Stroke Lesion Segmentation via CAM-guided Prompting of MedSAM2. | Mohammad Javad Shokri, Yuchong Yao, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami |
| 2025 | CIKM | RepMedGAN: Self-supervised Representation-guided Medical GAN for Label-free Medical Image Synthesis. | Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami |
| 2025 | CIKM | Rethinking Masked Image Modeling for Ultrasound Image Denoising. | Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami |
| 2025 | DICTA | Entropy-Guided Slice Selection for Weakly Supervised Binary ASPECTS Classification from Non-Contrast CT. | Mohammad Javad Shokri, Nandakishor Desai, Aravinda S. Rao, Yohanna Kusuma, Bernard Yan, Marimuthu Palaniswami |
| 2025 | ECAI | Learning to Reason: Temporal Saliency Distillation for Interpretable Knowledge Transfer. | Nilushika Udayangani Hewa Dehigahawattage, Kishor Nandakishor, Marimuthu Palaniswami |
| 2025 | ICASSP | Multimodal Atrial Fibrillation Risk Stratification: Fusing Post-Stroke Brain DWI and Clinical Data. | Mohammad Javad Shokri, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami |
| 2024 | ACCV | EDAF: Early Detection of Atrial Fibrillation from Post-stroke Brain MRI. | Mohammad Javad Shokri, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami |
| 2024 | DICTA | Decoding Stroke Patterns: A Novel Deep Learning Approach to Atrial Fibrillation Risk Stratification. | Mohammad Javad Shokri, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami |
| 2024 | DSAA | Masked Contrastive Representation Learning for Self-Supervised Visual Pre-Training. | Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami |
| 2024 | ICPR | MOMA: Contrastive Learning Distills Better Masked Autoencoders. | Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami |
| 2021 | FedCSIS | A Distributed Application Placement and Migration Management Techniques for Edge and Fog Computing Environments. | Mohammad Goudarzi, Marimuthu Palaniswami, Rajkumar Buyya |
| 2021 | ICASSP | Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion. | Shreyasi Datta, Chandan K. Karmakar, Punit Rathore, Marimuthu Palaniswami |
| 2021 | LCN | Graph Based Visualisation Techniques for Analysis of Blockchain Transactions. | Jeyakumar Samantha Tharani, Eugene Yougarajah Andrew Charles, Zh Hu, Marimuthu Palaniswami, Vallipuram Muthukkumarasamy |
| 2018 | CVPR | Crowd Activity Change Point Detection in Videos via Graph Stream Mining. | Meng Yang, Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie, Aravinda S. Rao, Marimuthu Palaniswami |
| 2018 | DICTA | Cluster-Based Crowd Movement Behavior Detection. | Meng Yang, Lida Rashidi, Aravinda S. Rao, Sutharshan Rajasegarar, Mohadeseh Ganji, Marimuthu Palaniswami, Christopher Leckie |
| 2018 | ICPR | Approximate Cluster Heat Maps of Large High-Dimensional Data. | Punit Rathore, James C. Bezdek, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami |
| 2018 | SMC | Estimating Generalized Dunn's Cluster Validity Indices for Big Data. | Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie |
| 2017 | CIKM | Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition. | Lingjuan Lyu, Xuanli He, Yee Wei Law, Marimuthu Palaniswami |
| 2017 | IJCNN | Improving load forecasting based on deep learning and K-shape clustering. | Fateme Fahiman, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie |
| 2017 | TrustCom | Privacy-Preserving Aggregation of Smart Metering via Transformation and Encryption. | Lingjuan Lyu, Yee Wei Law, Jiong Jin, Marimuthu Palaniswami |
| 2016 | INFOCOM | Non-protruding hazard detection for the aged vision-impaired. | Aravinda S. Rao, Jayavardhana Gubbi, Marimuthu Palaniswami, Elaine Wong |
| 2016 | MDM | Understanding Urban Mobility via Taxi Trip Clustering. | Dheeraj Kumar, Huayu Wu, Yu Lu, Shonali Krishnaswamy, Marimuthu Palaniswami |
| 2016 | PERCOM | An improved scheme for privacy-preserving collaborative anomaly detection. | Lingjuan Lyu, Yee Wei Law, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami |
| 2015 | DICTA | Learning Efficiently- The Deep CNNs-Tree Network. | Fu-Chun Hsu, Jayavardhana Gubbi, Marimuthu Palaniswami |
| 2015 | ICASSP | Pattern based anomalous user detection in cognitive radio networks. | Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami |
| 2015 | ITNAC | EHOPES: Data-centered Fog platform for smart living. | Jianhua Li, Jiong Jin, Dong Yuan, Marimuthu Palaniswami, Klaus Moessner |
| 2014 | DICTA | Probabilistic Detection of Crowd Events on Riemannian Manifolds. | Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Marimuthu Palaniswami |
| 2014 | DICTA | Detection of Anomalous Crowd Behaviour Using Hyperspherical Clustering. | Aravinda S. Rao, Jayavardhana Gubbi, Sutharshan Rajasegarar, Slaven Marusic, Marimuthu Palaniswami |
| 2014 | PAKDD | Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing. | Sarah M. Erfani, Yee Wei Law, Shanika Karunasekera, Christopher Leckie, Marimuthu Palaniswami |
| 2013 | CCS | Comparative study of multicast authentication schemes with application to wide-area measurement system. | Yee Wei Law, Zheng Gong, Tie Luo, Slaven Marusic, Marimuthu Palaniswami |
| 2013 | CEC | Optimization of an energy harvesting buoy for coral reef monitoring. | Andrea Pirisi, Francesco Grimaccia, Marco Mussetta, Riccardo Enrico Zich, Ron Johnstone, Marimuthu Palaniswami, Sutharshan Rajasegarar |
| 2013 | DCOSS | Automatic Sensor Drift Detection and Correction Using Spatial Kriging and Kalman Filtering. | Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami |
| 2013 | ISVC | Determination of Object Directions Using Optical Flow for Crowd Monitoring. | Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Andrew Maher, Marimuthu Palaniswami |
| 2012 | IJCNN | Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. | Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami |
| 2012 | IJCNN | The conic-segmentation support vector machine - a target space method for multiclass classification. | Alistair Shilton, Daniel T. H. Lai, Marimuthu Palaniswami |
| 2011 | ICDM | Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. | Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami |
| 2010 | IJCCI | Incremental Kernel Fuzzy c-Means. | Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami |
| 2009 | IWCMC | Energy-efficient data acquisition by adaptive sampling for wireless sensor networks. | Yee Wei Law, Supriyo Chatterjea, Jiong Jin, Thomas Hanselmann, Marimuthu Palaniswami |
| 2008 | FUSION | Online drift correction in wireless sensor networks using spatio-temporal modeling. | Maen Takruri, Sutharshan Rajasegarar, Subhash Challa, Christopher Leckie, Marimuthu Palaniswami |
| 2008 | MMSP | Segmentation of characters on car license plates. | Xiangjian He, Lihong Zheng, Qiang Wu, Wenjing Jia, Bijan Samali, Marimuthu Palaniswami |
| 2008 | VTC | Energy Efficient, Fully-Connected Mesh Networks for High Speed Applications. | Samitha W. Ekanayake, Pubudu N. Pathirana, Bernard F. Rolfe, Marimuthu Palaniswami |
| 2007 | CIBCB | Real Value Solvent Accessibility Prediction using Adaptive Support Vector Regression. | Jayavardhana Gubbi, Alistair Shilton, Marimuthu Palaniswami, Michael Parker |
| 2007 | DICTA | Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction. | Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Hans Weghorn, Marimuthu Palaniswami |
| 2007 | DICTA | Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG. | Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Marimuthu Palaniswami |
| 2007 | IJCNN | A hybrid Support Vector Machine and autoregressive model for detecting gait disorders in the elderly. | Daniel T. H. Lai, Ahsan H. Khandoker, Rezaul K. Begg, Marimuthu Palaniswami |
| 2007 | MASS | Secure k-Connectivity Properties of Wireless Sensor Networks. | Yee Wei Law, Li-Hsing Yen, Roberto Di Pietro, Marimuthu Palaniswami |
| 2006 | FUSION | Adaptive Target Tracking in Slowly Changing Clutter. | Thomas Hanselmann, Darko Musicki, Marimuthu Palaniswami |
| 2006 | FUSION | Density Estimation Using a Generalized Neuron. | Raveesh Kiran, Ganesh K. Venayagamoorthy, Marimuthu Palaniswami |
| 2006 | IJCNN | An inexact penalty method for the semiparametric Support Vector Machine classifier. | Daniel T. H. Lai, Nallasamy Mani, Marimuthu Palaniswami |
| 2005 | IJCNN | A convergence rate estimate for the SVM decomposition method. | Daniel T. H. Lai, Alistair Shilton, Nallasamy Mani, Marimuthu Palaniswami |
| 2005 | ISCAS | Hilbert pair of wavelets via the matching design technique [matched filters]. | David B. H. Tay, Marimuthu Palaniswami |
| 2004 | ICASSP | Design of approximate Hilbert transform pair of wavelets with exact symmetry [filter bank design]. | David B. H. Tay, Marimuthu Palaniswami |
| 2004 | IJCNN | A new momentum minimization decomposition method for support vector machines. | Daniel T. H. Lai, Nallasamy Mani, Marimuthu Palaniswami |
| 2004 | ISCAS | Mathematical properties of the two-parameter family of 9/7 biorthogonal filters. | David B. H. Tay, Slaven Marusic, Marimuthu Palaniswami, Guang Deng |
| 2003 | HIS | Automatic Ship Classification using Support Vector Machines. | Brendan Owen, Marimuthu Palaniswami, L. Swierkowski |
| 2003 | ICIP | A study of biorthogonal wavelets in digital watermarking. | Slaven Marusic, David B. H. Tay, Guang Deng, Marimuthu Palaniswami |
| 2003 | IJCNN | Fast linear stationary methods for automatically biased support vector machines. | Daniel T. H. Lai, Marimuthu Palaniswami, Nallasamy Mani |
| 2002 | ICDM | A new implementation technique for fast Spectral based document retrieval systems. | Laurence Anthony F. Park, Marimuthu Palaniswami, Kotagiri Ramamohanarao |
| 2000 | IJCNN | Selecting Bankruptcy Predictors Using a Support Vector Machine Approach. | Alan Fan, Marimuthu Palaniswami |
| 2000 | IJCNN | Model Predictive Control of a Fuel Injection System with a Radial Basis Function Network Observer. | Chris Manzie, Marimuthu Palaniswami, H. Watson |
| 1997 | ICONIP | Mosaic Learning: A New Algorithm for Self Organising Neural Networks to Learn Dynamic Channel Assignment Schemes. | D. Tissainayagam, David Everitt, Marimuthu Palaniswami |
| 1996 | HiPC | Performance evaluation of a RISC neuro-processor for neural networks. | Suthikshn Kumar, Kevin E. Forward, Marimuthu Palaniswami |
| 1995 | VLSID | A fast-multiplier generator for FPGAs. | Suthikshn Kumar, Kevin E. Forward, Marimuthu Palaniswami |
| 1994 | ICASSP | Invariant property of spatio-temporal feature maps using gated neuronal architecture. | V. Chandrasekaran, Marimuthu Palaniswami, Terry M. Caelli |
| 1994 | ICASSP | Performance of radar target recognition schemes using neural networks-a comparative study. | Nanda Nandagopal, N. M. Martin, R. P. Johnson, Peter Lozo, Marimuthu Palaniswami |
| 1992 | SAC | On the issue of neighborhood in self-organizing maps. | Hua Yang, Marimuthu Palaniswami |