Tianyi Zhang

According to our database, Tianyi Zhang authored at least 57 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?

Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang

Proc. ACM Softw. Eng., 2024

Where Do Large Language Models Fail When Generating Code?

Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang

CoRR, 2024

SQLucid: Grounding Natural Language Database Queries with Interactive Explanations.

Yuan Tian, Jonathan K. Kummerfeld, Toby Jia-Jun Li, Tianyi Zhang

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Decide: Knowledge-Based Version Incompatibility Detection in Deep Learning Stacks.

Zihan Zhou, Zhongkai Zhao, Bonan Kou, Tianyi Zhang

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

Automated Deep Learning Optimization via DSL-Based Source Code Transformation.

Ruixin Wang, Minghai Lu, Cody Hao Yu, Yi-Hsiang Lai, Tianyi Zhang

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement.

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions.

Samia Kabir, David N. Udo-Imeh, Bonan Kou, Tianyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

STILE: Exploring and Debugging Social Biases in Pre-trained Text Representations.

Samia Kabir, Lixiang Li, Tianyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

A Declarative Metamorphic Testing Framework for Autonomous Driving.

Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen

IEEE Trans. Software Eng., April, 2023

Who Answers It Better? An In-Depth Analysis of ChatGPT and Stack Overflow Answers to Software Engineering Questions.

Samia Kabir, David N. Udo-Imeh, Bonan Kou, Tianyi Zhang

CoRR, 2023

Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation.

Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang

CoRR, 2023

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.

Yuan Tian, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

CoRR, 2023

TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems.

Yao Deng, Jiaohong Yao, Zhi Tu, Xi Zheng, Mengshi Zhang, Tianyi Zhang

CoRR, 2023

AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions.

Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao

CoRR, 2023

MIWA: Mixed-Initiative Web Automation for Better User Control and Confidence.

Weihao Chen, Xiaoyu Liu, Jiacheng Zhang, Ian Iong Lam, Zhicheng Huang, Rui Dong, Xinyu Wang, Tianyi Zhang

Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

Knowledge-Based Version Incompatibility Detection for Deep Learning.

Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Rapid Image Labeling via Neuro-Symbolic Learning.

Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Software Entity Recognition with Noise-Robust Learning.

Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

An Empirical Study of Model Errors and User Error Discovery and Repair Strategies in Natural Language Database Queries.

Zheng Ning, Zheng Zhang, Tianyi Sun, Yuan Tian, Tianyi Zhang, Toby Jia-Jun Li

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Automated Summarization of Stack Overflow Posts.

Bonan Kou, Muhao Chen, Tianyi Zhang

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.

Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction.

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.

Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

INTENT: Interactive Tensor Transformation Synthesis.

Zhanhui Zhou, Man To Tang, Qiping Pan, Shangyin Tan, Xinyu Wang, Tianyi Zhang

Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

Concept-Annotated Examples for Library Comparison.

Litao Yan, Miryung Kim, Bjoern Hartmann, Tianyi Zhang, Elena L. Glassman

Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

Testing of autonomous driving systems: where are we and where should we go?

Guannan Lou, Yao Deng, Xi Zheng, Mengshi Zhang, Tianyi Zhang

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Scenario-based test reduction and prioritization for multi-module autonomous driving systems.

Yao Deng, Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

SOSum: A Dataset of Stack Overflow Post Summaries.

Bonan Kou, Yifeng Di, Muhao Chen, Tianyi Zhang

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward.

Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models.

Priyan Vaithilingam, Tianyi Zhang, Elena L. Glassman

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Can Steering Wheel Detect Your Driving Fatigue?

Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou

IEEE Trans. Veh. Technol., 2021

An investigation into the state-of-the-practice autonomous driving testing.

Guannan Lou, Yao Deng, Xi Zheng, Tianyi Zhang, Mengshi Zhang

CoRR, 2021

Interactive Cohort Analysis and Hypothesis Discovery by Exploring Temporal Patterns in Population-Level Health Records.

Tianyi Zhang, Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Elena L. Glassman

Proceedings of the IEEE Workshop on Visual Analytics in Healthcare, 2021

BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models.

Yao Deng, Guannan Lou, James Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen

Proceedings of the 6th IEEE/ACM International Workshop on Metamorphic Testing, 2021

Visualizing Examples of Deep Neural Networks at Scale.

Litao Yan, Elena L. Glassman, Tianyi Zhang

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Interpretable Program Synthesis.

Tianyi Zhang, Zhiyang Chen, Yuanli Zhu, Priyan Vaithilingam, Xinyu Wang, Elena L. Glassman

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

RMT: Rule-based Metamorphic Testing for Autonomous Driving Models.

Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim

CoRR, 2020

An ensemble learning approach for software semantic clone detection.

Min Fu, Gang Luo, James Xi Zheng, Tianyi Zhang, Dongjin Yu, Miryung Kim

CoRR, 2020

Interactive Program Synthesis by Augmented Examples.

Tianyi Zhang, London Lowmanstone, Xinyu Wang, Elena L. Glassman

Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

WebJShrink: a web service for debloating Java bytecode.

Konner Macias, Mihir Mathur, Bobby R. Bruce, Tianyi Zhang, Miryung Kim

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

JShrink: in-depth investigation into debloating modern Java applications.

Bobby R. Bruce, Tianyi Zhang, Jaspreet Arora, Guoqing Harry Xu, Miryung Kim

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Exempla gratis (E.G.): code examples for free.

Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models.

Yao Deng, James Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses.

Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang

Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

Enabling Data-Driven API Design with Community Usage Data: A Need-Finding Study.

Tianyi Zhang, Björn Hartmann, Miryung Kim, Elena L. Glassman

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Leveraging Program Commonalities and Variations for Systematic Software Development and Maintenance.

Tianyi Zhang

PhD thesis, 2019

An Empirical Study of Common Challenges in Developing Deep Learning Applications.

Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim

Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Active inductive logic programming for code search.

Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim

Proceedings of the 41st International Conference on Software Engineering, 2019

Analyzing and supporting adaptation of online code examples.

Tianyi Zhang, Di Yang, Cristina V. Lopes, Miryung Kim

Proceedings of the 41st International Conference on Software Engineering, 2019

Software Evolution.

Miryung Kim, Na Meng, Tianyi Zhang

Proceedings of the Handbook of Software Engineering., 2019

2018

Augmenting stack overflow with API usage patterns mined from GitHub.

Anastasia Reinhardt, Tianyi Zhang, Mihir Mathur, Miryung Kim

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Are code examples on an online Q&A forum reliable?: a study of API misuse on stack overflow.

Tianyi Zhang, Ganesha Upadhyaya, Anastasia Reinhardt, Hridesh Rajan, Miryung Kim

Proceedings of the 40th International Conference on Software Engineering, 2018

Grafter: transplantation and differential testing for clones.

Tianyi Zhang, Miryung Kim

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Visualizing API Usage Examples at Scale.

Elena L. Glassman, Tianyi Zhang, Björn Hartmann, Miryung Kim

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Automated transplantation and differential testing for clones.

Tianyi Zhang, Miryung Kim

Proceedings of the 39th International Conference on Software Engineering, 2017

2015

Interactive Code Review for Systematic Changes.

Tianyi Zhang, Myoungkyu Song, Joseph Pinedo, Miryung Kim

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014

Critics: an interactive code review tool for searching and inspecting systematic changes.

Tianyi Zhang, Myoungkyu Song, Miryung Kim

Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014