Tianyi Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 54

Top Venues

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CoRR (2023)
Bonan Kou, Muhao Chen, Tianyi Zhang
Automated Summarization of Stack Overflow Posts. ICSE (2023)
Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang
Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation. CoRR (2023)
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang
Knowledge-Based Version Incompatibility Detection for Deep Learning. CoRR (2023)
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI (2023)
Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang
Software Entity Recognition with Noise-Robust Learning. ASE (2023)
Yao Deng, Jiaohong Yao, Zhi Tu, Xi Zheng, Mengshi Zhang, Tianyi Zhang
TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems. CoRR (2023)
Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. EMNLP (2023)
Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang
Software Entity Recognition with Noise-Robust Learning. CoRR (2023)
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang
Knowledge-Based Version Incompatibility Detection for Deep Learning. ESEC/SIGSOFT FSE (2023)
Bonan Kou, Muhao Chen, Tianyi Zhang
Automated Summarization of Stack Overflow Posts. CoRR (2023)
Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang
Rapid Image Labeling via Neuro-Symbolic Learning. KDD (2023)
Samia Kabir, David N. Udo-Imeh, Bonan Kou, Tianyi Zhang
Who Answers It Better? An In-Depth Analysis of ChatGPT and Stack Overflow Answers to Software Engineering Questions. CoRR (2023)
Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen
A Declarative Metamorphic Testing Framework for Autonomous Driving. IEEE Trans. Software Eng. 49 (4) (2023)
Weihao Chen, Xiaoyu Liu, Jiacheng Zhang, Ian Iong Lam, Zhicheng Huang, Rui Dong, Xinyu Wang, Tianyi Zhang
MIWA: Mixed-Initiative Web Automation for Better User Control and Confidence. UIST (2023)
Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao
AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions. CoRR (2023)
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CoRR (2023)
Priyan Vaithilingam, Tianyi Zhang, Elena L. Glassman
Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models. CHI Extended Abstracts (2022)
Litao Yan, Miryung Kim, Bjoern Hartmann, Tianyi Zhang, Elena L. Glassman
Concept-Annotated Examples for Library Comparison. UIST (2022)
Zhanhui Zhou, Man To Tang, Qiping Pan, Shangyin Tan, Xinyu Wang, Tianyi Zhang
INTENT: Interactive Tensor Transformation Synthesis. UIST (2022)
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. ICSE (SEIP) (2022)
Yao Deng, Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang
Scenario-based test reduction and prioritization for multi-module autonomous driving systems. ESEC/SIGSOFT FSE (2022)
Guannan Lou, Yao Deng, Xi Zheng, Mengshi Zhang, Tianyi Zhang
Testing of autonomous driving systems: where are we and where should we go? ESEC/SIGSOFT FSE (2022)
Yao Deng, James Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang
Scenario-Based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems. CoRR (2022)
Guannan Lou, Yao Deng, Xi Zheng, Tianyi Zhang, Mengshi Zhang
An investigation into the state-of-the-practice autonomous driving testing. CoRR (2021)
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. CoRR (2021)
Litao Yan, Elena L. Glassman, Tianyi Zhang
Visualizing Examples of Deep Neural Networks at Scale. CHI (2021)
Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou
Can Steering Wheel Detect Your Driving Fatigue? IEEE Trans. Veh. Technol. 70 (6) (2021)
Tianyi Zhang, Zhiyang Chen, Yuanli Zhu, Priyan Vaithilingam, Xinyu Wang, Elena L. Glassman
Interpretable Program Synthesis. CHI (2021)
Yao Deng, Guannan Lou, Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models. MET@ICSE (2021)
Tianyi Zhang, Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Elena L. Glassman
Interactive Cohort Analysis and Hypothesis Discovery by Exploring Temporal Patterns in Population-Level Health Records. VAHC (2021)
Min Fu, Gang Luo, James Xi Zheng, Tianyi Zhang, Dongjin Yu, Miryung Kim
An ensemble learning approach for software semantic clone detection. CoRR (2020)
Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai liu, Miryung Kim
RMT: Rule-based Metamorphic Testing for Autonomous Driving Models. CoRR (2020)
Yao Deng, Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. CoRR (2020)
Tianyi Zhang, London Lowmanstone, Xinyu Wang, Elena L. Glassman
Interactive Program Synthesis by Augmented Examples. UIST (2020)
Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra
Exempla gratis (E.G.): code examples for free. ESEC/SIGSOFT FSE (2020)
Yao Deng, James Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. PerCom (2020)
Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses. ICSOC (2020)
Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses. CoRR (2020)
Bobby R. Bruce, Tianyi Zhang, Jaspreet Arora, Guoqing Harry Xu, Miryung Kim
JShrink: in-depth investigation into debloating modern Java applications. ESEC/SIGSOFT FSE (2020)
Konner Macias, Mihir Mathur, Bobby R. Bruce, Tianyi Zhang, Miryung Kim
WebJShrink: a web service for debloating Java bytecode. ESEC/SIGSOFT FSE (2020)
Tianyi Zhang, Björn Hartmann, Miryung Kim, Elena L. Glassman
Enabling Data-Driven API Design with Community Usage Data: A Need-Finding Study. CHI (2020)
Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra
Exempla Gratis (E.G.): Code Examples for Free. CoRR (2020)
Tianyi Zhang, Di Yang, Crista Lopes, Miryung Kim
Analyzing and supporting adaptation of online code examples. ICSE (2019)
Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim
Active inductive logic programming for code search. ICSE (2019)
Tianyi Zhang, Di Yang, Cristina Videira Lopes, Miryung Kim
Analyzing and Supporting Adaptation of Online Code Examples. CoRR (2019)
Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim
An Empirical Study of Common Challenges in Developing Deep Learning Applications. ISSRE (2019)
Elena L. Glassman, Tianyi Zhang, Björn Hartmann, Miryung Kim
Visualizing API Usage Examples at Scale. CHI (2018)
Tianyi Zhang, Miryung Kim
Grafter: transplantation and differential testing for clones. ICSE (Companion Volume) (2018)
Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim
Active Inductive Logic Programming for Code Search. CoRR (2018)
Tianyi Zhang, Ganesha Upadhyaya, Anastasia Reinhardt, Hridesh Rajan, Miryung Kim
Are code examples on an online Q&A forum reliable?: a study of API misuse on stack overflow. ICSE (2018)
Anastasia Reinhardt, Tianyi Zhang, Mihir Mathur, Miryung Kim
Augmenting stack overflow with API usage patterns mined from GitHub. ESEC/SIGSOFT FSE (2018)
Tianyi Zhang, Miryung Kim
Automated transplantation and differential testing for clones. ICSE (2017)
Tianyi Zhang, Myoungkyu Song, Joseph Pinedo, Miryung Kim
Interactive Code Review for Systematic Changes. ICSE (1) (2015)
Tianyi Zhang, Myoungkyu Song, Miryung Kim
Critics: an interactive code review tool for searching and inspecting systematic changes. SIGSOFT FSE (2014)

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Publication Activity (10 Years)

Top Topics

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Tianyi Zhang