Jocelyn (Qiaochu) Chen

I'm a sixth-year graduate student at the University of Texas at Austin. I do research on program synthesis. I am part of the UToPiA research group and my advisor is Isil Dillig. I am also a part-time intern at Nectry this spring.

I am on the academic job market this academic year (2023-2024).

Email: qchen [at] cs.utexas.edu | Twitter | Google Scholar | CV | Research Statement | Teaching Statement | Diversity Statement

Publications

• PhotoScout: Synthesis-Powered Multi-Modal Image Search. Celeste Barnaby, Jocelyn Chen, Chenglong Wang, Isil Dillig. CHI 2024.
• Satisfiability-Aided Language Models Using Declarative Prompting. Xi Ye, Jocelyn Chen, Isil Dillig, Greg Durrett. Neurips 2023. Code
• Data Extraction via Semantic Regular Expression Synthesis. Jocelyn Chen, Arko Banerjee, Çağatay Demiralp, Greg Durrett, Isil Dillig. OOPSLA 2023. Code
• ImageEye: Batch Image Processing Using Program Synthesis. Celeste Barnaby, Jocelyn Chen, Roopsha Samanta, Isil Dillig. PLDI 2023. Code
• Type-Directed Synthesis of Visualizations from Natural Language Queries. Jocelyn Chen, Shankara Pailoor, Celeste Barnaby, Abby Criswell, Chenglong Wang, Greg Durrett, Isil Dillig. OOPSLA 2022. Code
• Optimal Neural Program Synthesis from Multimodal Specifications. Xi Ye, Jocelyn Chen, Isil Dillig, Greg Durrett. Findings of EMNLP 2021.Code
• Web Question Answering with Neurosymbolic Program Synthesis. Jocelyn Chen, Aaron Lamoreaux, Xinyu Wang, Greg Durrett, Osbert Bastani, Isil Dillig. PLDI 2021. Code.Presentation
• Sketch-driven Regular Expression Generation from Natural Language and Examples. Xi Ye, Jocelyn Chen, Xinyu Wang, Isil Dillig, Greg Durrett. TACL 2020. Code
• Benchmarking Multimodal Regex Synthesis with Complex Structures. Xi Ye, Jocelyn Chen, Isil Dillig, Greg Durrett. ACL 2020. Code
• Multi-modal Synthesis of Regular Expressions. Jocelyn Chen, Xinyu Wang, Xi Ye, Greg Durrett, Isil Dillig. PLDI 2020. Code.Presentation