Praveen Venkateswaran

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Business Process

Sequential Data

Top Venues

Publications

Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, GP Bhargav, Maxwell Crouse, Chulaka Gunasekara, Shajith Ikbal, Sachin Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks. CoRR (2024)
Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. AAAI (2024)
Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. EMNLP (2023)
Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
TaskDiff: A Similarity Metric for Task-Oriented Conversations. CoRR (2023)
Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
Towards large language model-based personal agents in the enterprise: Current trends and open problems. EMNLP (Findings) (2023)
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
FedGen: Generalizable Federated Learning for Sequential Data. CLOUD (2023)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy
A Case for Business Process-Specific Foundation Models. Business Process Management Workshops (2023)
Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
TaskDiff: A Similarity Metric for Task-Oriented Conversations. EMNLP (2023)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula
Can You Teach Robotic Process Automation Bots New Tricks? BPM (Blockchain and RPA Forum) (2022)
Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian
Towards Continual Learning in Interactive Digital Assistants for Process Automation. PMAI@IJCAI (2022)
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
FedGen: Generalizable Federated Learning. CoRR (2022)
Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. CoRR (2022)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
A Case for Business Process-Specific Foundation Models. CoRR (2022)
Chia-Ying Hsieh, Praveen Venkateswaran, Nalini Venkatasubramanian, Cheng-Hsin Hsu
T2C: A Multi-User System for Deploying DNNs in a Thing-to-Cloud Continuum. MSN (2022)
Praveen Venkateswaran, Kyle E. Benson, Chia-Ying Hsieh, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian
REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces. Pervasive Mob. Comput. 76 (2021)
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
Robust and Generalizable Predictive Models for Business Processes. BPM (2021)
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. KDD (2021)
Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian
REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning. SMARTCOMP (2020)
Praveen Venkateswaran, Mahima Agumbe Suresh, Nalini Venkatasubramanian
Augmenting in-situ with mobile sensing for adaptive monitoring of water distribution networks. ICCPS (2019)
Saumya Gupta, Praveen Venkateswaran, Shruti Khurana, Sindhuri Rayavaram
Touch To Talk: A Wearable Representing Social Media Metaphors. CHI Extended Abstracts (2018)
Praveen Venkateswaran, Qing Han, Ronald T. Eguchi, Nalini Venkatasubramanian
Impact driven sensor placement for leak detection in community water networks. ICCPS (2018)
Praveen Venkateswaran, Vikrant Shimpi, Maitreya Natu, Vaishali P. Sadaphal
Domain Driven Forecasting: Applying Theory Into Practice. ICDM Workshops (2016)
Praveen Venkateswaran, Aruna Malapati, Maitreya Natu, Vaishali P. Sadaphal
Towards next-generation alert management of data centers. COMSNETS (2016)