Pavankumar Murali

14 papers A* 3C 2Misc 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Agentic Solutions for IT Financial Operations.
AAAI
Bekir O. Turkkan, Pavankumar Murali, Chandrasekhar Narayanaswami, Vadim Sheinin
2025 J jnl
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks.
CoRR
Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2024 J jnl
Optimal Workload Placement on Multi-Instance GPUs.
CoRR
Bekir O. Turkkan, Pavankumar Murali, Pavithra Harsha, Rohan R. Arora, Gerard Vanloo, Chandra Narayanaswami
2022 J jnl
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing.
INFORMS J. Appl. Anal.
Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva
2021 C conf
Regression Optimization for System-level Production Control.
ACC
Dzung T. Phan, Lam M. Nguyen, Pavankumar Murali, Nhan H. Pham, Hongsheng Liu, Jayant R. Kalagnanam
2020 A* conf
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees.
NeurIPS
Haoran Zhu, Pavankumar Murali, Dzung T. Phan, Lam M. Nguyen, Jayant Kalagnanam
2020 J jnl
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees.
CoRR
Haoran Zhu, Pavankumar Murali, Dzung T. Phan, Lam M. Nguyen, Jayant R. Kalagnanam
2019 — conf
A Prediction-Optimization Framework for Site-Wide Process Optimization.
ICIOT
Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam
2018 A* conf
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability.
NeurIPS
Michael Tsang, Hanpeng Liu, Sanjay Purushotham, Pavankumar Murali, Yan Liu
2015 — conf
Applying Data Mining Techniques to Direct Marketing: Challenges and Solutions.
ICDM Workshops
Ying Li, Pavankumar Murali, Nan Shao, Anshul Sheopuri
2015 Misc conf
Optimal budget allocation strategies for real time bidding in display advertising.
WSC
Pavankumar Murali, Ying Li, Pietro Mazzoleni, Roman Vaculín
2014 J jnl
Designing promotions: Consumers' surprise and perception of discounts.
IBM J. Res. Dev.
Wei Sun, Pavankumar Murali, Anshul Sheopuri, Yi-Min Chee
2014 C conf
New Developments in Culinary Computational Creativity.
ICCC
Nan Shao, Pavankumar Murali, Anshul Sheopuri
2013 — conf
Pricing long-term permits and scheduling of electric vehicle charging in parking lots with shared resources.
ECC
Ajay Deshpande, Pavankumar Murali