VC

Valerie Chen

0009-0007-2783-0265

cs.AIcs.HCcs.LGcs.SEcs.CLcs.CVcs.CYbioinformaticsComputational Biologycs.CR

On Valency

published · living versions

SAFE-Teen: Evaluating Chatbot Safety Across Adolescent Mental Health Conversations

with Andrea Mock, Eric Lin, Rayan Krishnan, Diyi Yang +1

1 version

W_24jwa5nmv1 · current

Preprints & journals

48 papers in the corpus · 2019–2026

VibeJam: A User Study Platform for Web Development with Agents

Nishant Balepur, Connor Baumler, Valerie Chen et al.

0 citations

2608.29889v12026arXiv

(Im)Paired Programming: Coding Agents Improve Productivity but Harm Understanding

Nishant Balepur, Connor Baumler, Valerie Chen et al.

0 citations

2607.26375v12026arXiv

Align AI to Dynamic Human-AI Workflows

Valerie Chen, Cleotilde Gonzalez, Anita Williams Woolley et al.

0 citations

2607.14240v22026arXiv

Humans are Missing from AI Coding Agent Research

Zora Z. Wang, John Yang, Kilian Lieret et al.

0 citations

2608.12355v12026arXiv

Is Agent Code Less Maintainable Than Human Code?

Shaswat Patel, Betty Li Hou, Arun Purohit et al.

0 citations

2606.21804v22026arXiv

ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues

Shanda Li, Qiuhong Anna Wei, Jingwu Tang et al.

0 citations

2606.18237v22026arXiv

Human agency in initial human-AI proof formalization workflows

Katherine M. Collins, Simon Frieder, Jonas Bayer et al.

0 citations

2606.04273v22026arXiv

RECAP: An End-to-End Platform for Capturing, Replaying, and Analyzing AI-Assisted Programming Interactions

Keyu He, Qianou Ma, Valerie Chen et al.

0 citations

2605.01104v12026arXiv

Comparing Developer and LLM Biases in Code Evaluation

Aditya Mittal, Ryan Shar, Zichu Wu et al.

0 citations

2603.24586v22026arXiv

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

Patricia Paskov, Kevin Wei, Shen Zhou Hong et al.

0 citations

2603.11001v32026arXiv

A Rubric-Supervised Critic from Sparse Real-World Outcomes

Xingyao Wang, Valerie Chen, Heng Ji et al.

0 citations

2603.03800v12026arXiv

How Well Does Agent Development Reflect Real-World Work?

Zora Zhiruo Wang, Sanidhya Vijayvargiya, Aspen Chen et al.

1 citation

2603.01203v22026arXiv

GameDevBench: Evaluating Agentic Capabilities Through Game Development

Wayne Chi, Yixiong Fang, Arnav Yayavaram et al.

0 citations

2602.11103v22026arXiv

Beyond the Commit: Developer Perspectives on Productivity with AI Coding Assistants

Valerie Chen, Jasmyn He, Behnjamin Williams et al.

1 citation

2602.03593v12026arXiv

SWE-Tester: Training Open-Source LLMs for Issue Reproduction in Real-World Repositories

Aditya Bharat Soni, Rajat Ghosh, Vaishnavi Bhargava et al.

0 citations

2601.13713v22026arXiv

Developer Interaction Patterns with Proactive AI: A Five-Day Field Study

Nadine Kuo, Agnia Sergeyuk, Valerie Chen et al.

2 citations

2601.10253v12026arXiv

EDIT-Bench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits

Wayne Chi, Valerie Chen, Ryan Shar et al.

0 citations

2511.04486v22025arXiv

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

Xingyao Wang, Simon Rosenberg, Juan Michelini et al.

0 citations

2511.03690v22025arXiv

Completion $\neq$ Collaboration: Scaling Collaborative Effort with Agents

Shannon Zejiang Shen, Valerie Chen, Ken Gu et al.

0 citations

2510.25744v22025arXiv

TOM-SWE: User Mental Modeling For Software Engineering Agents

Xuhui Zhou, Valerie Chen, Zora Zhiruo Wang et al.

0 citations

2510.21903v22025arXiv

How can we assess human-agent interactions? Case studies in software agent design

Valerie Chen, Rohit Malhotra, Xingyao Wang et al.

0 citations

2510.09801v32025arXiv

Why Do Decision Makers (Not) Use AI? A Cross-Domain Analysis of Factors Impacting AI Adoption

Rebecca Yu, Valerie Chen, Ameet Talwalkar et al.

2 citations

2508.00723v12025arXiv

Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows

Valerie Chen, Ameet Talwalkar, Robert Brennan et al.

5 citations

2507.08149v22025arXiv

Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Aditya Bharat Soni, Boxuan Li, Xingyao Wang et al.

0 citations

2506.03011v12025arXiv

Measuring LLM Novelty As The Frontier Of Original And High-Quality Output

Vishakh Padmakumar, Chen Yueh-Han, Jane Pan et al.

1 citation

2504.09389v22025arXiv

CodingGenie: A Proactive LLM-Powered Programming Assistant

Sebastian Zhao, Alan Zhu, Hussein Mozannar et al.

9 citations

2503.14724v12025arXiv

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

Jane Pan, Ryan Shar, Jacob Pfau et al.

0 citations

2502.18413v12025arXiv

Copilot Arena: A Platform for Code LLM Evaluation in the Wild

Wayne Chi, Valerie Chen, Anastasios Nikolas Angelopoulos et al.

1 citation

2502.09328v12025arXiv

Need Help? Designing Proactive AI Assistants for Programming

Valerie Chen, Alan Zhu, Sebastian Zhao et al.

29 citations

2410.04596v22024arXiv

Applying interpretable machine learning in computational biology-pitfalls, recommendations and opportunities for new developments.

Chen, Valerie, Yang, Muyu, Cui, Wenbo et al.

116 citations

391229412024Nature methods. 2024;21(8):1454-1461

Modulating Language Model Experiences through Frictions

Katherine M. Collins, Valerie Chen, Ilia Sucholutsky et al.

2 citations

2407.12804v22024arXiv

The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers

Hussein Mozannar, Valerie Chen, Mohammed Alsobay et al.

1 citation

2404.02806v22024arXiv

Do LLMs exhibit human-like response biases? A case study in survey design

Lindia Tjuatja, Valerie Chen, Sherry Tongshuang Wu et al.

80 citations

2311.04076v52023arXiv

PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans

Giang (Dexter) Nguyen, Valerie Chen, Mohammad Reza Taesiri et al.

1 citation

2308.13651v52023arXiv

FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines

Matthew Barker, Emma Kallina, Dhananjay Ashok et al.

7 citations

2307.15475v12023arXiv

Perspectives on incorporating expert feedback into model updates.

Chen, Valerie, Bhatt, Umang, Heidari, Hoda et al.

9 citations

375210502023Patterns (New York, N.Y.). 2023;4(7):100780

Learning Personalized Decision Support Policies

Umang Bhatt, Valerie Chen, Katherine M. Collins et al.

6 citations

2304.06701v32023arXiv

Assisting Human Decisions in Document Matching

Joon Sik Kim, Valerie Chen, Danish Pruthi et al.

2 citations

2302.08450v12023arXiv

A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies

Ada Martin, Valerie Chen, S'ergio Jesus et al.

0 citations

2302.07444v22023arXiv

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

Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan et al.

154 citations

2301.07255v32023arXiv

Best Practices for Interpretable Machine Learning in Computational Biology

Chen, V., Yang, M., Cui, W. et al.

14 citations

10.1101/2022.10.28.513978v12022bioRxiv

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

Kasun Amarasinghe, Kit T. Rodolfa, S'ergio Jesus et al.

13 citations

2206.13503v42022arXiv

Use-Case-Grounded Simulations for Explanation Evaluation

Valerie Chen, Nari Johnson, Nicholay Topin et al.

9 citations

2206.02256v22022arXiv

Bayesian Persuasion for Algorithmic Recourse

Keegan Harris, Valerie Chen, Joon Sik Kim et al.

2 citations

2112.06283v32021arXiv

Interpretable Machine Learning: Moving From Mythos to Diagnostics

Valerie Chen, Jeffrey Li, Joon Sik Kim et al.

12 citations

2103.06254v22021arXiv

Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning

Valerie Chen, Abhinav Gupta, Kenneth Marino

13 citations

2011.00517v32020arXiv

Novelty Detection via Network Saliency in Visual-based Deep Learning

Valerie Chen, Man-Ki Yoon, Zhong Shao

5 citations

1906.03685v12019arXiv

Secure Computation for Machine Learning With SPDZ

Valerie Chen, Valerio Pastro, Mariana Raykova

42 citations

1901.00329v12019arXiv

Career total: 65 works. 48 are in this corpus.

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