| Scalable Backdoor Detection in Neural Networks S Harikumar, H and Le, Vuong and Rana, Santu and Bhattacharya, S and Gupta ... ECML PKDD 2020: Joint European Conference on Machine Learning and Knowledge …, 2021 | 21* | 2021 |
| Momentum adversarial distillation: Handling large distribution shifts in data-free knowledge distillation K Do, TH Le, D Nguyen, D Nguyen, H Harikumar, T Tran, S Rana, ... Advances in Neural Information Processing Systems 35, 10055-10067, 2022 | 19 | 2022 |
| Identification of predictors and model for predicting prolonged length of stay in dengue patients M Shahid Ansari, D Jain, H Harikumar, S Rana, S Gupta, S Budhiraja, ... Health Care Management Science 24, 786-798, 2021 | 15 | 2021 |
| Multi label prediction using association rule generation and simple k-means H Haripriya, CP Prathibhamol, YR Pai, MS Sandeep, AM Sankar, ... 2016 International Conference on Computational Techniques in Information and …, 2016 | 14 | 2016 |
| Santu Rana, and Svetha Venkatesh. Momentum adversarial distillation: Handling large distribution shifts in data-free knowledge distillation K Do, H Le, D Nguyen, D Nguyen, H Harikumar, T Tran Advances in Neural Information Processing Systems (NeurIPS) 1, 2022 | 13 | 2022 |
| A high performance hybrid algorithm for text classification P Nedungadi, H Harikumar, M Ramesh The Fifth International Conference on the Applications of Digital …, 2014 | 13 | 2014 |
| Understanding behavioral differences between short and long-term drinking abstainers from social media H Harikumar, T Nguyen, S Gupta, S Rana, R Kaimal, S Venkatesh Advanced Data Mining and Applications: 12th International Conference, ADMA …, 2016 | 11 | 2016 |
| Santu Rana, Dang Nguyen, Willy Susilo, and Svetha Venkatesh. Towards effective and robust neural trojan defenses via input filtering K Do, H Harikumar, H Le arXiv preprint arXiv:2202.12154 3, 2022 | 8 | 2022 |
| Prescriptive analytics through constrained Bayesian optimization H Harikumar, S Rana, S Gupta, T Nguyen, R Kaimal, S Venkatesh Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 8 | 2018 |
| A comparative performance analysis of self organizing maps on weight initializations using different strategies H Haripriya, R Devisree, D Pooja, P Nedungadi 2015 Fifth International Conference on Advances in Computing and …, 2015 | 7 | 2015 |
| Integrating apriori with paired k-means for cluster fixed mixed data H Haripriya, S Amrutha, R Veena, P Nedungadi Proceedings of the Third International Symposium on Women in Computing and …, 2015 | 6 | 2015 |
| Implementation of projected clustering based on SQL queries and UDFs in relational databases S Harikumar, H Haripriya, MR Kaimal 2013 IEEE Recent Advances in Intelligent Computational Systems (RAICS), 7-12, 2013 | 6 | 2013 |
| Towards effective and robust neural trojan defenses via input filtering K Do, H Harikumar, H Le, D Nguyen, T Tran, S Rana, D Nguyen, W Susilo, ... European Conference on Computer Vision, 283-300, 2022 | 4 | 2022 |
| Prescriptive analytics with differential privacy H Harikumar, S Rana, S Gupta, T Nguyen, R Kaimal, S Venkatesh International Journal of Data Science and Analytics, 1-16, 2022 | 4 | 2022 |
| Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient S Harikumar, Haripriya and Quinn, Thomas P and Rana, Santu and Gupta, Sunil ... BioData Mining 14, 1--15, 2021 | 4 | 2021 |
| Differentially private prescriptive analytics H Harikumar, S Rana, S Gupta, T Nguyen, R Kaimal, S Venkatesh 2018 IEEE international conference on data mining (ICDM), 995-1000, 2018 | 4 | 2018 |
| Extracting key challenges in achieving sobriety through shared subspace learning H Harikumar, T Nguyen, S Rana, S Gupta, R Kaimal, S Venkatesh Advanced Data Mining and Applications: 12th International Conference, ADMA …, 2016 | 4 | 2016 |
| A random walk down personalized single-cell networks: predicting the response of any gene to any drug for any patient S Harikumar, Haripriya and Quinn, Thomas P and Rana, Santu and Gupta, Sunil ... bioRxiv, 2019 | 2 | 2019 |
| Defense Against Multi-target Trojan Attacks H Harikumar, S Rana, K Do, S Gupta, W Zong, W Susilo, S Venkastesh arXiv preprint arXiv:2207.03895, 2022 | 1 | 2022 |
| Exploiting label dependency and feature similarity for multi-label classification P Nedungadi, H Haripriya 2014 International Conference on Advances in Computing, Communications and …, 2014 | 1 | 2014 |
Santu RanaAssociate Professor of Computer Science, Deakin UniversityVerified email at deakin.edu.au