| Granite-function calling model: Introducing function calling abilities via multi-task learning of granular tasks I Abdelaziz, K Basu, M Agarwal, S Kumaravel, M Stallone, R Panda, ... arXiv preprint arXiv:2407.00121, 2024 | 18 | 2024 |
| Impact driven sensor placement for leak detection in community water networks P Venkateswaran, Q Han, RT Eguchi, N Venkatasubramanian 2018 ACM/IEEE 9th International Conference on Cyber-Physical Systems (ICCPS …, 2018 | 18 | 2018 |
| Environment agnostic invariant risk minimization for classification of sequential datasets P Venkateswaran, V Muthusamy, V Isahagian, N Venkatasubramanian Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 17 | 2021 |
| Towards large language model-based personal agents in the enterprise: Current trends and open problems V Muthusamy, Y Rizk, K Kate, P Venkateswaran, V Isahagian, A Gulati, ... Findings of the Association for Computational Linguistics: EMNLP 2023, 6909-6921, 2023 | 13 | 2023 |
| A case for business process-specific foundation models Y Rizk, P Venkateswaran, V Isahagian, A Narcomey, V Muthusamy International Conference on Business Process Management, 44-56, 2023 | 12 | 2023 |
| Fedgen: Generalizable federated learning for sequential data P Venkateswaran, V Isahagian, V Muthusamy, N Venkatasubramanian 2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 308-318, 2023 | 12* | 2023 |
| Robust and generalizable predictive models for business processes P Venkateswaran, V Muthusamy, V Isahagian, N Venkatasubramanian International Conference on Business Process Management, 105-122, 2021 | 11 | 2021 |
| Augmenting in-situ with mobile sensing for adaptive monitoring of water distribution networks P Venkateswaran, MA Suresh, N Venkatasubramanian Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical …, 2019 | 11 | 2019 |
| Ream: Resource efficient adaptive monitoring of community spaces at the edge using reinforcement learning P Venkateswaran, CH Hsu, S Mehrotra, N Venkatasubramanian 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 17-24, 2020 | 5 | 2020 |
| District: Dialogue state tracking with retriever driven in-context tuning P Venkateswaran, E Duesterwald, V Isahagian Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 4 | 2023 |
| Can you teach robotic process automation bots new tricks? Y Rizk, P Venkateswaran, V Isahagian, V Muthusamy, K Talamadupula International Conference on Business Process Management, 246-259, 2022 | 4 | 2022 |
| System and method for smart alerts N Maitreya, P Venkateswaran, VP Sadaphal US Patent 10,628,801, 2020 | 4 | 2020 |
| Touch To Talk: A Wearable Representing Social Media Metaphors S Gupta, P Venkateswaran, S Khurana, S Rayavaram Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing …, 2018 | 4 | 2018 |
| Who knows the answer? finding the best model and prompt for each query using confidence-based search W Gerych, Y Rizk, V Isahagian, V Muthusamy, E Duesterwald, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 18065 …, 2024 | 2 | 2024 |
| T2c: A multi-user system for deploying dnns in a thing-to-cloud continuum CY Hsieh, P Venkateswaran, N Venkatasubramanian, CH Hsu 2022 18th International Conference on Mobility, Sensing and Networking (MSN …, 2022 | 1 | 2022 |
| Towards Continual Learning in Interactive Digital Assistants for Process Automation. P Venkateswaran, V Muthusamy, Y Rizk, V Isahagian PMAI@ IJCAI, 85-88, 2022 | 1 | 2022 |
| REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces P Venkateswaran, KE Benson, CY Hsieh, CH Hsu, S Mehrotra, ... Pervasive and Mobile Computing 76, 101459, 2021 | 1 | 2021 |
| Leveraging Community Structure and Behavior for Smart Infrastructure P Venkateswaran University of California, Irvine, 2021 | 1 | 2021 |
| Domain Driven Forecasting: Applying Theory Into Practice P Venkateswaran, V Shimpi, M Natu, V Sadaphal 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016 | 1 | 2016 |
| Towards next-generation alert management of data centers P Venkateswaran, A Malapati, M Natu, V Sadaphal 2016 8th International Conference on Communication Systems and Networks …, 2016 | 1 | 2016 |
Nalini VenkatasubramanianProfessor of Computer Science, University of California, IrvineVerifisert e-postadresse på ics.uci.edu
