Chetan Bansal
- Nudge: Accelerating Overdue Pull Requests Towards Completion
2020/11/25 by Chandra Maddila, Sai Surya Upadrasta, Chetan Bansal +3 · 1 voice · 5 citations
Computer Science · #cs.SE #cs.AI #cs.LG #cs.PL
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
2024/07/16 by Manish Shetty, Yinfang Chen, Shetty, Manish +23 · 1 voice · 12 citations
Computer Science · #Cloud Computing and Resource Management #cs.AI #cs.DC #cs.SE
- Exploring LLM-based Agents for Root Cause Analysis
2024/03/07 by Devjeet Roy, Xuchao Zhang, Roy, Devjeet +11 · 27 citations
Computer Science · Decision Sciences · #Advanced Computational Techniques and Applications #Advanced Decision-Making Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Software Engineering (cs.SE)
- CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
2024/06/10 by Peng Xia, Ze Chen, Xia, Peng +45 · 26 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models
2023/01/10 by Toufique Ahmed, Supriyo Ghosh, Ahmed, Toufique +9 · 9 citations
Computer Science · Decision Sciences · #Cloud Data Security Solutions #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software System Performance and Reliability
- CREAM: Consistency Regularized Self-Rewarding Language Models
2024/10/16 by Zhaoyang Wang, Wang, Zhaoyang, Weilei He +13 · 17 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
2024/05/24 by Jun Liu, Chaoyun Zhang, Liu, Jun +15 · 9 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Load Balancing
2024/08/24 by Kunal Jain, Anjaly Parayil, Jain, Kunal +23 · 7 citations
Computer Science · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Mobile Agent-Based Network Management #Parallel #Software-Defined Networks and 5G #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- AutoTSG: Learning and Synthesis for Incident Troubleshooting
2022/05/26 by Manish Shetty, Shetty, Manish, Chetan Bansal +7 · 3 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- ModServe: Modality- and Stage-Aware Resource Disaggregation for Scalable Multimodal Model Serving
2025/02/02 by Qiu, Haoran, Biswas, Anish, Zihan Zhao +19 · 6 citations
Computer Science · Engineering · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Power Systems and Technologies #Speech and dialogue systems #and Cluster Computing (cs.DC)
- Anyprefer: An Agentic Framework for Preference Data Synthesis
2025/04/27 by Yiyang Zhou, Zhaoyang Wang, Zhou, Yiyang +28 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- DeepAnalyze: Learning to Localize Crashes at Scale
2021/09/29 by Manish Shetty, Shetty, Manish, Chetan Bansal +11 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling
2024/10/28 by Gupta, Taneesh, Shivam Shandilya, Shandilya, Shivam +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Intent-based System Design and Operation
2025/02/09 by Vaastav Anand, Yichen Li, Anand, Vaastav +15 · 1 citation
Computer Science · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques
- DepRepair: LLM-Based Source-Code Repair for Dependency Breaking Changes
2026/07/20 by Shenghao Yang, Bo Lu, Yaochen Liu +5
#cs.SE