Chen, Valerie

Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations

Chen, V., Liao, Q. V., Wortman Vaughan, J., & Bansal, G. (2023) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 220

Best practices for interpretable machine learning in computational biology

Chen, V., Yang, M., Cui, W., Kim, J. S., Talwalkar, A., & Ma, J. (2022) · bioRxiv (Cold Spring Harbor Laboratory)

Explainable Artificial Intelligence (XAI)Scientific Computing and Data Management

Cited by 14

On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

Amarasinghe, K., Rodolfa, K. T., Jesus, S., Chen, V., Balayan, V., Saleiro, P., Bizarro, P., Talwalkar, A., & Ghani, R. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 13

Assisting Human Decisions in Document Matching

Kim, J. S., Chen, V., Pruthi, D., Shah, N. B., & Talwalkar, A. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Recommender Systems and Techniques

Cited by 3

The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents

Wang, X., Rosenberg, S., Michelini, J., Smith, C., Tran, H., Nyst, E., Malhotra, R., Zhou, X., Chen, V., Brennan, R., et al. (2025) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 0

Humans are Missing from AI Coding Agent Research

Wang, Z. Z., Yang, J., Lieret, K., Tartaglini, A., Chen, V., Wei, Y., Wang, Z., Zhang, L., Narasimhan, K., Schmidt, L., et al. (2026) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 0

RCTs for Frontier AI Governance: Methodological Challenges and Solutions for Human Uplift Studies

Paskov, P., Wei, K., Hong, S. Z., Bateyko, D., Roberts-Gaal, X., Ezell, C., Praninskas, G., Chen, V., Bhatt, U., & Guest, E. (2026) · arXiv

Ethics and Social Impacts of AIAdvanced Causal Inference Techniques

Cited by 0

When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback

Pan, J., Shar, R., Pfau, J., Talwalkar, A., He, H., & Chen, V. (2025) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 0