The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows
Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill
CHI 2026 | September 2026
Emerson Murphy-Hill
Principal Researcher
论文与出版物
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Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents
Aayush Kumar, Avik Dutta, Sumit Gulwani, Gustavo Soares, Advait Sarkar, Emerson Murphy-Hill
IEEE VL/HCC 2026 | July 2026
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“Maybe We Need Some More Examples:” Individual and Team Drivers of Developer GenAI Tool Use
Courtney Miller, Rudrajit Choudhuri, Mara Ulloa, Sankeerti Haniyur, Robert DeLIne, Margaret-Anne Storey, Emerson Murphy-Hill, Christian Bird, Jenna Butler
2026 International Conference on Software Engineering | July 2026
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SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks
Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson Murphy-Hill, Gustavo Soares
IEEE/ACM International Conference on AI-powered Software (AIware) | November 2025
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Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson Murphy-Hill
IEEE/ACM International Conference on Automated Software Engineering, ASE | October 2025
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TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025
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The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows
Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill
CHI 2026 | September 2026
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Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents
Aayush Kumar, Avik Dutta, Sumit Gulwani, Gustavo Soares, Advait Sarkar, Emerson Murphy-Hill
IEEE VL/HCC 2026 | July 2026
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Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson Murphy-Hill
IEEE/ACM International Conference on Automated Software Engineering, ASE | October 2025
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TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025
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“Maybe We Need Some More Examples:” Individual and Team Drivers of Developer GenAI Tool Use
Courtney Miller, Rudrajit Choudhuri, Mara Ulloa, Sankeerti Haniyur, Robert DeLIne, Margaret-Anne Storey, Emerson Murphy-Hill, Christian Bird, Jenna Butler
2026 International Conference on Software Engineering | July 2026
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SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks
Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson Murphy-Hill, Gustavo Soares
IEEE/ACM International Conference on AI-powered Software (AIware) | November 2025
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Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson Murphy-Hill
IEEE/ACM International Conference on Automated Software Engineering, ASE | October 2025
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TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025
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“Maybe We Need Some More Examples:” Individual and Team Drivers of Developer GenAI Tool Use
Courtney Miller, Rudrajit Choudhuri, Mara Ulloa, Sankeerti Haniyur, Robert DeLIne, Margaret-Anne Storey, Emerson Murphy-Hill, Christian Bird, Jenna Butler
2026 International Conference on Software Engineering | July 2026
-
SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks
Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson Murphy-Hill, Gustavo Soares
IEEE/ACM International Conference on AI-powered Software (AIware) | November 2025
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Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson Murphy-Hill
IEEE/ACM International Conference on Automated Software Engineering, ASE | October 2025
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TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025
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The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows
Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill
CHI 2026 | September 2026
-
Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents
Aayush Kumar, Avik Dutta, Sumit Gulwani, Gustavo Soares, Advait Sarkar, Emerson Murphy-Hill
IEEE VL/HCC 2026 | July 2026
-
“Maybe We Need Some More Examples:” Individual and Team Drivers of Developer GenAI Tool Use
Courtney Miller, Rudrajit Choudhuri, Mara Ulloa, Sankeerti Haniyur, Robert DeLIne, Margaret-Anne Storey, Emerson Murphy-Hill, Christian Bird, Jenna Butler
2026 International Conference on Software Engineering | July 2026
-
SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks
Sanket Mhatre, Yasharth Bajpai, Sumit Gulwani, Emerson Murphy-Hill, Gustavo Soares
IEEE/ACM International Conference on AI-powered Software (AIware) | November 2025
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Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild
Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Gustavo Soares, Emerson Murphy-Hill
IEEE/ACM International Conference on Automated Software Engineering, ASE | October 2025
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TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025
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