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Author

Praveen Venkateswaran

Observed name: Venkateswaran, Praveen
Institution: IBM (United States)
ORCID: 0000-0003-0042-4164
Observed ORCID: 0000-0003-0042-4164
OpenAlex ID: A5047726169
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
2024 · Ibrahim Abdelaziz, Kinjal Basu, et al. · Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP) · 22
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Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets
2021 · Praveen Venkateswaran, Vinod Muthusamy, et al. · 19
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FedGen: Generalizable Federated Learning for Sequential Data
2023 · Praveen Venkateswaran, Vatche Isahagian, et al. · IEEE ... International Conference on Cloud Computing · 17
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Impact Driven Sensor Placement for Leak Detection in Community Water Networks
2018 · Praveen Venkateswaran, Qing Han, et al. · ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS) · 13
Towards large language model-based personal agents in the enterprise: Current trends and open problems
2023 · Vinod Muthusamy, Yara Rizk, et al. · 11
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Robust and Generalizable Predictive Models for Business Processes
2021 · Praveen Venkateswaran, Vinod Muthusamy, et al. · Lecture notes in computer science · 11
A Case for Business Process-Specific Foundation Models
2024 · Yara Rizk, Praveen Venkateswaran, et al. · Lecture notes in business information processing · 8
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DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning
2023 · Praveen Venkateswaran, Evelyn Duesterwald, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 8
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Augmenting in-situ with mobile sensing for adaptive monitoring of water distribution networks
2019 · Praveen Venkateswaran, Mahima Agumbe Suresh, et al. · ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS) · 8
REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning
2020 · Praveen Venkateswaran, Cheng-Hsin Hsu, et al. · IEEE International Conference on Smart Computing · 6
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search
2024 · Walter Gerych, Yara Rizk, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
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A Conversational Assistant Framework for Automation
2024 · Evelyn Duesterwald, Vatche Isahagian, et al. · 3
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Can You Teach Robotic Process Automation Bots New Tricks?
2022 · Yara Rizk, Praveen Venkateswaran, et al. · Lecture notes in business information processing · 3
Touch To Talk
2018 · Saumya Gupta, Praveen Venkateswaran, et al. · Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA) · 3
OptiSeq: Ordering Examples On-The-Fly for In-Context Learning
2025 · Rahul Atul Bhope, Praveen Venkateswaran, et al. · 2
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REAM: A Framework for Resource Efficient Adaptive Monitoring of Community Spaces
2021 · Praveen Venkateswaran, Kyle E. Benson, et al. · Pervasive and Mobile Computing · 2
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows
2025 · Duesterwald, Evelyn, Huo, Siyu, et al. · arXiv (Cornell University) · 1
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Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
2024 · Abdelaziz, Ibrahim, Basu, Kinjal, et al. · arXiv (Cornell University) · 1
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TaskDiff: A Similarity Metric for Task-Oriented Conversations
2023 · Ankita Bhaumik, Praveen Venkateswaran, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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T2C: A Multi-User System for Deploying DNNs in a Thing-to-Cloud Continuum
2022 · Chia-Ying Hsieh, Praveen Venkateswaran, et al. · International Conference on Mobility, Sensing and Networking (MSN) · 1
Domain Driven Forecasting: Applying Theory Into Practice
2016 · Praveen Venkateswaran, Vikrant Shimpi, et al. · IEEE ... International Conference on Data Mining workshops · 1
Auditing Agent Actions through Query-Conditioned Attribution
2026 · Liu, Yifan, Venkateswaran, Praveen, et al. · arXiv (Cornell University)
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VAKRA: Evaluating Multi-Hop Reasoning Across APIs and Retrieval Under Tool-Use Policies
2026 · Naik, Ankita Rajaram, Murthi, Anupama, et al. · arXiv (Cornell University)
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KCIF: Knowledge-Conditioned Instruction Following
2026 · Rudra Murthy, Praveen Venkateswaran, et al. · Language Resources and Evaluation Conference (LREC)
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AI Steerability 360: A Toolkit for Steering Large Language Models
2026 · Miehling, Erik, Ramamurthy, Karthikeyan Natesan, et al. · arXiv (Cornell University)
Works count: 40
Citation count: 146
H-index: 8
I10-index: 6
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