default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDTianyi Zhang 0001
Person information
- affiliation: Purdue University, USA
- affiliation (former): Harvard University, Cambridge, MA, USA
- affiliation (Ph.D.): University of California, Los Angeles, USA
Other persons with the same name
- Tianyi Zhang (aka: Tian-Yi Zhang) — disambiguation page
- Tianyi Zhang 0002 — Hebei University, Baoding, China
- Tianyi Zhang 0003 — Zhejiang University, Hangzhou, China
- Tianyi Zhang 0004
![[0000-0002-4474-914X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-4474-914X")
— Nanyang Technological University, Interdisciplinary Graduate School / School of Computer Science and Engineering, Singapore - Tianyi Zhang 0005 — Stony Brook University, NY, USA
- Tianyi Zhang 0006 — Beijing Institute of Technology, School of Information and Electronics, Radar Research Lab, China
- Tianyi Zhang 0007 — ASAPP Inc. (and 1 more)
- Tianyi Zhang 0008 — Tel Aviv University, Israel (and 1 more)
- Tianyi Zhang 0009 — Louisiana State University, Baton Rouge, LA, USA
- Tianyi Zhang 0010 — University of Florida Gainesville, Department of Electrical and Computer Engineering, FL, USA
- Tianyi Zhang 0011 — Rice University, Houston, TX, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j3]Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang:
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Proc. ACM Softw. Eng. 1(FSE): 2261-2284 (2024)- [c42]Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CHI 2024: 185:1-185:21 - [c41]Samia Kabir, Lixiang Li, Tianyi Zhang:
STILE: Exploring and Debugging Social Biases in Pre-trained Text Representations. CHI 2024: 293:1-293:20 - [c40]Samia Kabir, David N. Udo-Imeh, Bonan Kou, Tianyi Zhang:
Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions. CHI 2024: 935:1-935:17 - [c39]Ruixin Wang, Minghai Lu, Cody Hao Yu, Yi-Hsiang Lai, Tianyi Zhang:
Automated Deep Learning Optimization via DSL-Based Source Code Transformation. ISSTA 2024: 479-490 - [c38]Zihan Zhou, Zhongkai Zhao, Bonan Kou, Tianyi Zhang:
Decide: Knowledge-Based Version Incompatibility Detection in Deep Learning Stacks. SIGSOFT FSE Companion 2024: 547-551 - [i25]Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CoRR abs/2403.04014 (2024) - [i24]Ruixin Wang, Minghai Lu, Cody Hao Yu, Yi-Hsiang Lai, Tianyi Zhang:
Automated Deep Learning Optimization via DSL-Based Source Code Transformation. CoRR abs/2405.03067 (2024) - [i23]Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang:
Where Do Large Language Models Fail When Generating Code? CoRR abs/2406.08731 (2024) - [i22]Zihan Zhou, Zhongkai Zhao, Bonan Kou, Tianyi Zhang:
Decide: Knowledge-Based Version Incompatibility Detection in Deep Learning Stacks. CoRR abs/2408.02133 (2024) - 2023
- [j2]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): 1964-1982 (2023) - [c37]Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang:
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI 2023: 739:1-739:17 - [c36]Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CHI 2023: 740:1-740:20 - [c35]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: 16149-16166 - [c34]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. ICSE 2023: 1853-1865 - [c33]Zheng Ning, Zheng Zhang, Tianyi Sun, Yuan Tian, Tianyi Zhang, Toby Jia-Jun Li:
An Empirical Study of Model Errors and User Error Discovery and Repair Strategies in Natural Language Database Queries. IUI 2023: 633-649 - [c32]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. ASE 2023: 484-496 - [c31]Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang:
Rapid Image Labeling via Neuro-Symbolic Learning. KDD 2023: 2467-2477 - [c30]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. ESEC/SIGSOFT FSE 2023: 708-719 - [c29]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: 75:1-75:15 - [i21]Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang:
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CoRR abs/2303.01576 (2023) - [i20]Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang:
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CoRR abs/2303.01577 (2023) - [i19]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 abs/2304.05617 (2023) - [i18]Yao Deng, Jiaohong Yao, Zhi Tu, Xi Zheng, Mengshi Zhang, Tianyi Zhang:
TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems. CoRR abs/2305.06018 (2023) - [i17]Yuan Tian, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang:
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. CoRR abs/2305.07372 (2023) - [i16]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. CoRR abs/2305.16680 (2023) - [i15]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 abs/2306.01220 (2023) - [i14]Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang:
Rapid Image Labeling via Neuro-Symbolic Learning. CoRR abs/2306.10490 (2023) - [i13]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 abs/2308.02312 (2023) - [i12]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. CoRR abs/2308.10564 (2023) - [i11]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. CoRR abs/2308.13276 (2023) - 2022
- [c28]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: 332:1-332:7 - [c27]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: 343-352 - [c26]Bonan Kou, Yifeng Di, Muhao Chen, Tianyi Zhang:
SOSum: A Dataset of Stack Overflow Post Summaries. MSR 2022: 247-251 - [c25]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: 31-43 - [c24]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: 82-93 - [c23]Litao Yan, Miryung Kim, Bjoern Hartmann, Tianyi Zhang, Elena L. Glassman:
Concept-Annotated Examples for Library Comparison. UIST 2022: 65:1-65:16 - [c22]Zhanhui Zhou, Man To Tang, Qiping Pan, Shangyin Tan, Xinyu Wang, Tianyi Zhang:
INTENT: Interactive Tensor Transformation Synthesis. UIST 2022: 89:1-89:16 - [i10]Yao Deng, James Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang:
Scenario-Based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems. CoRR abs/2209.01546 (2022) - 2021
- [j1]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): 5537-5550 (2021) - [c21]Tianyi Zhang, Zhiyang Chen, Yuanli Zhu, Priyan Vaithilingam, Xinyu Wang, Elena L. Glassman:
Interpretable Program Synthesis. CHI 2021: 105:1-105:16 - [c20]Litao Yan, Elena L. Glassman, Tianyi Zhang:
Visualizing Examples of Deep Neural Networks at Scale. CHI 2021: 313:1-313:14 - [c19]Yao Deng, Guannan Lou, James 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: 32-36 - [c18]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: 14-18 - [i9]Guannan Lou, Yao Deng, Xi Zheng, Tianyi Zhang, Mengshi Zhang:
An investigation into the state-of-the-practice autonomous driving testing. CoRR abs/2106.12233 (2021) - [i8]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 abs/2111.04324 (2021) - 2020
- [c17]Tianyi Zhang, Björn Hartmann, Miryung Kim, Elena L. Glassman:
Enabling Data-Driven API Design with Community Usage Data: A Need-Finding Study. CHI 2020: 1-13 - [c16]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: 370-385 - [c15]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: 1-10 - [c14]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: 135-146 - [c13]Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra:
Exempla gratis (E.G.): code examples for free. ESEC/SIGSOFT FSE 2020: 1353-1364 - [c12]Konner Macias, Mihir Mathur, Bobby R. Bruce, Tianyi Zhang, Miryung Kim:
WebJShrink: a web service for debloating Java bytecode. ESEC/SIGSOFT FSE 2020: 1665-1669 - [c11]Tianyi Zhang, London Lowmanstone, Xinyu Wang, Elena L. Glassman:
Interactive Program Synthesis by Augmented Examples. UIST 2020: 627-648 - [i7]Yao Deng, Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim:
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. CoRR abs/2002.02175 (2020) - [i6]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 abs/2008.13534 (2020) - [i5]Min Fu, Gang Luo, James Xi Zheng, Tianyi Zhang, Dongjin Yu, Miryung Kim:
An ensemble learning approach for software semantic clone detection. CoRR abs/2010.04336 (2020) - [i4]Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra:
Exempla Gratis (E.G.): Code Examples for Free. CoRR abs/2011.01407 (2020) - [i3]Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim:
RMT: Rule-based Metamorphic Testing for Autonomous Driving Models. CoRR abs/2012.10672 (2020)
2010 – 2019
- 2019
- [b1]Tianyi Zhang:
Leveraging Program Commonalities and Variations for Systematic Software Development and Maintenance. University of California, Los Angeles, USA, 2019 - [c10]Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim:
Active inductive logic programming for code search. ICSE 2019: 292-303 - [c9]Tianyi Zhang, Di Yang, Cristina V. Lopes, Miryung Kim:
Analyzing and supporting adaptation of online code examples. ICSE 2019: 316-327 - [c8]Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim:
An Empirical Study of Common Challenges in Developing Deep Learning Applications. ISSRE 2019: 104-115 - [p1]Miryung Kim, Na Meng, Tianyi Zhang:
Software Evolution. Handbook of Software Engineering 2019: 223-284 - [i2]Tianyi Zhang, Di Yang, Cristina Videira Lopes, Miryung Kim:
Analyzing and Supporting Adaptation of Online Code Examples. CoRR abs/1905.12111 (2019) - 2018
- [c7]Elena L. Glassman, Tianyi Zhang, Björn Hartmann, Miryung Kim:
Visualizing API Usage Examples at Scale. CHI 2018: 580 - [c6]Tianyi Zhang, Miryung Kim:
Grafter: transplantation and differential testing for clones. ICSE (Companion Volume) 2018: 422-423 - [c5]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: 886-896 - [c4]Anastasia Reinhardt, Tianyi Zhang, Mihir Mathur, Miryung Kim:
Augmenting stack overflow with API usage patterns mined from GitHub. ESEC/SIGSOFT FSE 2018: 880-883 - [i1]Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim:
Active Inductive Logic Programming for Code Search. CoRR abs/1812.05265 (2018) - 2017
- [c3]Tianyi Zhang, Miryung Kim:
Automated transplantation and differential testing for clones. ICSE 2017: 665-676 - 2015
- [c2]Tianyi Zhang, Myoungkyu Song, Joseph Pinedo, Miryung Kim:
Interactive Code Review for Systematic Changes. ICSE (1) 2015: 111-122 - 2014
- [c1]Tianyi Zhang, Myoungkyu Song, Miryung Kim:
Critics: an interactive code review tool for searching and inspecting systematic changes. SIGSOFT FSE 2014: 755-758
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-08 20:35 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
