Praveen Venkateswaran

37 papers A* 4A 2B 2Misc 1Journal 12Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI Steerability 360: A Toolkit for Steering Large Language Models.
CoRR
Erik Miehling, Karthikeyan Natesan Ramamurthy, Praveen Venkateswaran, Irene Ko, Pierre L. Dognin, Moninder Singh, Tejaswini Pedapati, Avinash Balakrishnan, Matthew Riemer, Dennis Wei, Inge Vejsbjerg, Elizabeth M. Daly, Kush R. Varshney
2026 — conf
Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering.
EACL (Volume 1: Long Papers)
Praveen Venkateswaran, Danish Contractor
2025 — conf
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows.
EMNLP (Industry Track)
Evelyn Duesterwald, Siyu Huo, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Debashish Saha, Gegi Thomas, Praveen Venkateswaran
2025 J jnl
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows.
CoRR
Evelyn Duesterwald, Siyu Huo, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Debashish Saha, Gegi Thomas, Praveen Venkateswaran
2025 — conf
In-Context Example Ordering for LLM-Based API Sequence Generation.
Middleware Demos/Posters/Doctoral Symposium
Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2025 J jnl
OptiSeq: Optimizing Example Ordering for In-Context Learning.
CoRR
Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2025 — conf
OptiSeq: Ordering Examples On-The-Fly for In-Context Learning.
EMNLP (Findings)
Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2025 A conf
Shift Happens: Mixture of Experts based Continual Adaptation in Federated Learning.
Middleware
Rahul Atul Bhope, K. R. Jayaram, Praveen Venkateswaran, Nalini Venkatasubramanian
2025 J jnl
Shift Happens: Mixture of Experts based Continual Adaptation in Federated Learning.
CoRR
Rahul Atul Bhope, K. R. Jayaram, Praveen Venkateswaran, Nalini Venkatasubramanian
2025 J jnl
Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering.
CoRR
Praveen Venkateswaran, Danish Contractor
2024 — conf
A Conversational Assistant Framework for Automation.
Middleware Industry
Evelyn Duesterwald, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas, Praveen Venkateswaran
2024 J jnl
Evaluating the Instruction-following Abilities of Language Models using Knowledge Tasks.
CoRR
Rudra Murthy, Prince Kumar, Praveen Venkateswaran, Danish Contractor
2024 — conf
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.
EMNLP (Industry Track)
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, G. P. Shrivatsa Bhargav, Maxwell Crouse, R. Chulaka Gunasekara, Shajith Ikbal, Sachindra 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
2024 J jnl
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.
CoRR
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, GP Bhargav, Maxwell Crouse, R. 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
2024 A* conf
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search.
AAAI
Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran
2023 — conf
A Case for Business Process-Specific Foundation Models.
Business Process Management Workshops
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy
2023 A* conf
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning.
EMNLP
Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
2023 B conf
FedGen: Generalizable Federated Learning for Sequential Data.
CLOUD
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2023 A* conf
TaskDiff: A Similarity Metric for Task-Oriented Conversations.
EMNLP
Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
2023 J jnl
TaskDiff: A Similarity Metric for Task-Oriented Conversations.
CoRR
Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian
2023 — conf
Towards large language model-based personal agents in the enterprise: Current trends and open problems.
EMNLP (Findings)
Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
2022 J jnl
A Case for Business Process-Specific Foundation Models.
CoRR
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
2022 — conf
Can You Teach Robotic Process Automation Bots New Tricks?
BPM (Blockchain and RPA Forum)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula
2022 J jnl
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning.
CoRR
Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian
2022 J jnl
FedGen: Generalizable Federated Learning.
CoRR
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
2022 — conf
T2C: A Multi-User System for Deploying DNNs in a Thing-to-Cloud Continuum.
MSN
Chia-Ying Hsieh, Praveen Venkateswaran, Nalini Venkatasubramanian, Cheng-Hsin Hsu
2022 — conf
Towards Continual Learning in Interactive Digital Assistants for Process Automation.
PMAI@IJCAI
Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian
2021 A* conf
Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets.
KDD
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
2021 — —
Leveraging Community Structure and Behavior for Smart Infrastructure.
Praveen Venkateswaran
2021 J jnl
REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces.
Pervasive Mob. Comput.
Praveen Venkateswaran, Kyle E. Benson, Chia-Ying Hsieh, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian
2021 A conf
Robust and Generalizable Predictive Models for Business Processes.
BPM
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
2020 B conf
REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning.
SMARTCOMP
Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian
2019 — conf
Augmenting in-situ with mobile sensing for adaptive monitoring of water distribution networks.
ICCPS
Praveen Venkateswaran, Mahima Agumbe Suresh, Nalini Venkatasubramanian
2018 — conf
Impact driven sensor placement for leak detection in community water networks.
ICCPS
Praveen Venkateswaran, Qing Han, Ronald T. Eguchi, Nalini Venkatasubramanian
2018 — conf
Touch To Talk: A Wearable Representing Social Media Metaphors.
CHI Extended Abstracts
Saumya Gupta, Praveen Venkateswaran, Shruti Khurana, Sindhuri Rayavaram
2016 — conf
Domain Driven Forecasting: Applying Theory Into Practice.
ICDM Workshops
Praveen Venkateswaran, Vikrant Shimpi, Maitreya Natu, Vaishali P. Sadaphal
2016 Misc conf
Towards next-generation alert management of data centers.
COMSNETS
Praveen Venkateswaran, Aruna Malapati, Maitreya Natu, Vaishali P. Sadaphal