Jha, Saurabh

9 publications

ICLRW 2025 How Does Entropy Influence Modern Text-to-SQL Systems? Varun Kausika, Chris Lazar, Satya Saurabh Mishra, Saurabh Jha, Priyanka Pathak

ICML 2025 ITBench: Evaluating AI Agents Across Diverse Real-World IT Automation Tasks Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya 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, Jae-Wook Ahn, Debanjana Kar, Amit 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. M. Fuller, Ruchir Puri

NeurIPS 2025 STRATUS: A Multi-Agent System for Autonomous Reliability Engineering of Modern Clouds Yinfang Chen, Jiaqi Pan, Jackson Clark, Yiming Su, Noah Zheutlin, Bhavya Bhavya, Rohan R. Arora, Yu Deng, Saurabh Jha, Tianyin Xu

AAAI 2024 Optimizing IT FinOps and Sustainability Through Unsupervised Workload Characterization Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow

NeurIPSW 2023 CuriousWalk: Enhancing Multi-Hop Reasoning in Graphs with Random Network Distillation Varun Kausika, Saurabh Jha, Adya Jha, Amy Zhang, Michael Sury

AAAI 2023 Fault Injection Based Interventional Causal Learning for Distributed Applications Qing Wang, Jesus Rios, Saurabh Jha, Karthikeyan Shanmugam, Frank Bagehorn, Xi Yang, Robert Filepp, Naoki Abe, Larisa Shwartz

ICMLW 2023 Predict-Then-Optimize V/s Probabilistic Approximations: Tackling Uncertainties and Error Propagation Priya Shanmugasundaram, Saurabh Jha, Kumar Muthuraman

NeurIPSW 2022 Intelligent Variable Selection for Branch & Bound Methods Priya Shanmugasundaram, Saurabh Jha, Sailendu Kumar Patra

ICML 2020 Inductive-Bias-Driven Reinforcement Learning for Efficient Schedules in Heterogeneous Clusters Subho Banerjee, Saurabh Jha, Zbigniew Kalbarczyk, Ravishankar Iyer