Tianyi Zhang

105 papers A* 31A 7Journal 50Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automating API Documentation from Crowdsourced Knowledge.
CoRR
Bonan Kou, Zijie Zhou, Muhao Chen, Tianyi Zhang
2025 A* conf
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation.
EMNLP
Hongxiang Zhang, Hao Chen, Muhao Chen, Tianyi Zhang
2025 J jnl
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation.
CoRR
Hongxiang Zhang, Hao Chen, Muhao Chen, Tianyi Zhang
2025 J jnl
Adaptive Proof Refinement with LLM-Guided Strategy Selection.
CoRR
Minghai Lu, Zhe Zhou, Danning Xie, Songlin Jia, Benjamin Delaware, Tianyi Zhang
2025 A* conf
Dango: A Mixed-Initiative Data Wrangling System using Large Language Model.
CHI
Wei-Hao Chen, Weixi Tong, Amanda Case, Tianyi Zhang
2025 J jnl
Dango: A Mixed-Initiative Data Wrangling System using Large Language Model.
CoRR
Wei-Hao Chen, Weixi Tong, Amanda Case, Tianyi Zhang
2025 A* conf
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding.
ICSE
Yifeng Di, Tianyi Zhang
2025 J jnl
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding.
CoRR
Yifeng Di, Tianyi Zhang
2025 A conf
HEPHA: A Mixed-Initiative Image Labeling Tool for Specialized Domains.
IUI
Shiyuan Zhou, Bingxuan Li, Xiyuan Chen, Zhi Tu, Yifeng Wang, Yiwen Xiang, Tianyi Zhang
2025 J jnl
HEPHA: A Mixed-Initiative Image Labeling Tool for Specialized Domains.
CoRR
Shiyuan Zhou, Bingxuan Li, Xiyuan Chen, Zhi Tu, Yifeng Wang, Yiwen Xiang, Tianyi Zhang
2025 J jnl
Multi-modal Traffic Scenario Generation for Autonomous Driving System Testing.
Proc. ACM Softw. Eng.
Zhi Tu, Liangkun Niu, Wei Fan, Tianyi Zhang
2025 J jnl
RESCUE: Retrieval Augmented Secure Code Generation.
CoRR
Jiahao Shi, Tianyi Zhang
2025 A* conf
Selective Prompt Anchoring for Code Generation.
ICML
Yuan Tian, Tianyi Zhang
2025 J jnl
Self-Anchor: Large Language Model Reasoning via Step-by-step Attention Alignment.
CoRR
Hongxiang Zhang, Yuan Tian, Tianyi Zhang
2025 J jnl
Show Me Why It's Correct: Saving 1/3 of Debugging Time in Program Repair with Interactive Runtime Comparison.
CoRR
Ruixin Wang, Zhongkai Zhao, Le Fang, Nan Jiang, Yiling Lou, Lin Tan, Tianyi Zhang
2025 J jnl
Show Me Why It's Correct: Saving 1/3 of Debugging Time in Program Repair with Interactive Runtime Comparison.
Proc. ACM Program. Lang.
Ruixin Wang, Zhongkai Zhao, Le Fang, Nan Jiang, Yiling Lou, Lin Tan, Tianyi Zhang
2025 J jnl
TARGET: Traffic Rule-Based Test Generation for Autonomous Driving via Validated LLM-Guided Knowledge Extraction.
IEEE Trans. Software Eng.
Yao Deng, Zhi Tu, Jiaohong Yao, Mengshi Zhang, Tianyi Zhang, James Xi Zheng
2025 A conf
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation.
IUI
Yuan Tian, Daniel Lee, Fei Wu, Tung Mai, Kun Qian, Siddhartha Sahai, Tianyi Zhang, Yunyao Li
2025 J jnl
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation.
CoRR
Yuan Tian, Daniel Lee, Fei Wu, Tung Mai, Kun Qian, Siddhartha Sahai, Tianyi Zhang, Yunyao Li
2025 J jnl
Towards Understanding Fine-Grained Programming Mistakes and Fixing Patterns in Data Science.
Proc. ACM Softw. Eng.
Wei-Hao Chen, Jia Lin Cheoh, Manthan Keim, Sabine Brunswicker, Tianyi Zhang
2025 A* conf
Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models.
ICSE
Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang
2024 A conf
Automated Deep Learning Optimization via DSL-Based Source Code Transformation.
ISSTA
Ruixin Wang, Minghai Lu, Cody Hao Yu, Yi-Hsiang Lai, Tianyi Zhang
2024 J jnl
Automated Deep Learning Optimization via DSL-Based Source Code Transformation.
CoRR
Ruixin Wang, Minghai Lu, Cody Hao Yu, Yi-Hsiang Lai, Tianyi Zhang
2024 A* conf
CodeJudge: Evaluating Code Generation with Large Language Models.
EMNLP
Weixi Tong, Tianyi Zhang
2024 J jnl
CodeJudge: Evaluating Code Generation with Large Language Models.
CoRR
Weixi Tong, Tianyi Zhang
2024 J jnl
Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code.
CoRR
Nan Jiang, Qi Li, Lin Tan, Tianyi Zhang
2024 A* conf
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision.
CVPR
Lu Ling, Yichen Sheng, Zhi Tu, Wentian Zhao, Cheng Xin, Kun Wan, Lantao Yu, Qianyu Guo, Zixun Yu, Yawen Lu, Xuanmao Li, Xingpeng Sun, Rohan Ashok, Aniruddha Mukherjee, Hao Kang, Xiangrui Kong, Gang Hua, Tianyi Zhang, Bedrich Benes, Aniket Bera
2024 — conf
Decide: Knowledge-Based Version Incompatibility Detection in Deep Learning Stacks.
SIGSOFT FSE Companion
Zihan Zhou, Zhongkai Zhao, Bonan Kou, Tianyi Zhang
2024 J jnl
Decide: Knowledge-Based Version Incompatibility Detection in Deep Learning Stacks.
CoRR
Zihan Zhou, Zhongkai Zhao, Bonan Kou, Tianyi Zhang
2024 J jnl
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?
Proc. ACM Softw. Eng.
Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang
2024 J jnl
Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies.
CoRR
Zheng Ning, Yuan Tian, Zheng Zhang, Tianyi Zhang, Toby Li
2024 J jnl
Insights into Natural Language Database Query Errors: from Attention Misalignment to User Handling Strategies.
ACM Trans. Interact. Intell. Syst.
Zheng Ning, Yuan Tian, Zheng Zhang, Tianyi Zhang, Toby Jia-Jun Li
2024 A* conf
Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions.
CHI
Samia Kabir, David N. Udo-Imeh, Bonan Kou, Tianyi Zhang
2024 A* conf
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement.
CHI
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2024 J jnl
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement.
CoRR
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2024 A* conf
Proof Automation with Large Language Models.
ASE
Minghai Lu, Benjamin Delaware, Tianyi Zhang
2024 J jnl
Proof Automation with Large Language Models.
CoRR
Minghai Lu, Benjamin Delaware, Tianyi Zhang
2024 A* conf
SQLucid: Grounding Natural Language Database Queries with Interactive Explanations.
UIST
Yuan Tian, Jonathan K. Kummerfeld, Toby Jia-Jun Li, Tianyi Zhang
2024 J jnl
SQLucid: Grounding Natural Language Database Queries with Interactive Explanations.
CoRR
Yuan Tian, Jonathan K. Kummerfeld, Toby Jia-Jun Li, Tianyi Zhang
2024 A* conf
STILE: Exploring and Debugging Social Biases in Pre-trained Text Representations.
CHI
Samia Kabir, Lixiang Li, Tianyi Zhang
2024 J jnl
Selective Prompt Anchoring for Code Generation.
CoRR
Yuan Tian, Tianyi Zhang
2024 J jnl
Where Do Large Language Models Fail When Generating Code?
CoRR
Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang
2023 J jnl
A Declarative Metamorphic Testing Framework for Autonomous Driving.
IEEE Trans. Software Eng.
Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen
2023 A conf
An Empirical Study of Model Errors and User Error Discovery and Repair Strategies in Natural Language Database Queries.
IUI
Zheng Ning, Zheng Zhang, Tianyi Sun, Yuan Tian, Tianyi Zhang, Toby Jia-Jun Li
2023 J jnl
AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions.
CoRR
Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao
2023 A* conf
Automated Summarization of Stack Overflow Posts.
ICSE
Bonan Kou, Muhao Chen, Tianyi Zhang
2023 J jnl
Automated Summarization of Stack Overflow Posts.
CoRR
Bonan Kou, Muhao Chen, Tianyi Zhang
2023 J jnl
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision.
CoRR
Lu Ling, Yichen Sheng, Zhi Tu, Wentian Zhao, Cheng Xin, Kun Wan, Lantao Yu, Qianyu Guo, Zixun Yu, Yawen Lu, Xuanmao Li, Xingpeng Sun, Rohan Ashok, Aniruddha Mukherjee, Hao Kang, Xiangrui Kong, Gang Hua, Tianyi Zhang, Bedrich Benes, Aniket Bera
2023 A* conf
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.
CHI
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
2023 J jnl
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.
CoRR
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
2023 A* conf
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction.
CHI
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2023 J jnl
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction.
CoRR
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2023 A* conf
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.
EMNLP
Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang
2023 J jnl
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.
CoRR
Yuan Tian, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang
2023 J jnl
Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation.
CoRR
Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang
2023 — conf
Knowledge-Based Version Incompatibility Detection for Deep Learning.
ESEC/SIGSOFT FSE
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang
2023 J jnl
Knowledge-Based Version Incompatibility Detection for Deep Learning.
CoRR
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang
2023 A* conf
MIWA: Mixed-Initiative Web Automation for Better User Control and Confidence.
UIST
Weihao Chen, Xiaoyu Liu, Jiacheng Zhang, Ian Iong Lam, Zhicheng Huang, Rui Dong, Xinyu Wang, Tianyi Zhang
2023 A* conf
Rapid Image Labeling via Neuro-Symbolic Learning.
KDD
Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang
2023 J jnl
Rapid Image Labeling via Neuro-Symbolic Learning.
CoRR
Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang
2023 A* conf
Software Entity Recognition with Noise-Robust Learning.
ASE
Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang
2023 J jnl
Software Entity Recognition with Noise-Robust Learning.
CoRR
Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang
2023 J jnl
TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems.
CoRR
Yao Deng, Jiaohong Yao, Zhi Tu, Xi Zheng, Mengshi Zhang, Tianyi Zhang
2023 J jnl
Who Answers It Better? An In-Depth Analysis of ChatGPT and Stack Overflow Answers to Software Engineering Questions.
CoRR
Samia Kabir, David N. Udo-Imeh, Bonan Kou, Tianyi Zhang
2022 A* conf
Concept-Annotated Examples for Library Comparison.
UIST
Litao Yan, Miryung Kim, Bjoern Hartmann, Tianyi Zhang, Elena L. Glassman
2022 — conf
Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models.
CHI Extended Abstracts
Priyan Vaithilingam, Tianyi Zhang, Elena L. Glassman
2022 A* conf
INTENT: Interactive Tensor Transformation Synthesis.
UIST
Zhanhui Zhou, Man To Tang, Qiping Pan, Shangyin Tan, Xinyu Wang, Tianyi Zhang
2022 A conf
SOSum: A Dataset of Stack Overflow Post Summaries.
MSR
Bonan Kou, Yifeng Di, Muhao Chen, Tianyi Zhang
2022 J jnl
Scenario-Based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems.
CoRR
Yao Deng, James Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang
2022 — conf
Scenario-based test reduction and prioritization for multi-module autonomous driving systems.
ESEC/SIGSOFT FSE
Yao Deng, Xi Zheng, Mengshi Zhang, Guannan Lou, Tianyi Zhang
2022 — conf
Testing of autonomous driving systems: where are we and where should we go?
ESEC/SIGSOFT FSE
Guannan Lou, Yao Deng, Xi Zheng, Mengshi Zhang, Tianyi Zhang
2022 — conf
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward.
ICSE (SEIP)
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma
2021 J jnl
An investigation into the state-of-the-practice autonomous driving testing.
CoRR
Guannan Lou, Yao Deng, Xi Zheng, Tianyi Zhang, Mengshi Zhang
2021 — conf
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models.
MET@ICSE
Yao Deng, Guannan Lou, James Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen
2021 J jnl
Can Steering Wheel Detect Your Driving Fatigue?
IEEE Trans. Veh. Technol.
Jianchao Lu, Xi Zheng, Lihong Tang, Tianyi Zhang, Quan Z. Sheng, Chen Wang, Jiong Jin, Shui Yu, Wanlei Zhou
2021 — conf
Interactive Cohort Analysis and Hypothesis Discovery by Exploring Temporal Patterns in Population-Level Health Records.
VAHC
Tianyi Zhang, Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Elena L. Glassman
2021 A* conf
Interpretable Program Synthesis.
CHI
Tianyi Zhang, Zhiyang Chen, Yuanli Zhu, Priyan Vaithilingam, Xinyu Wang, Elena L. Glassman
2021 A* conf
Visualizing Examples of Deep Neural Networks at Scale.
CHI
Litao Yan, Elena L. Glassman, Tianyi Zhang
2021 J jnl
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward.
CoRR
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma
2020 A* conf
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models.
PerCom
Yao Deng, James Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim
2020 J jnl
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models.
CoRR
Yao Deng, Xi Zheng, Tianyi Zhang, Chen Chen, Guannan Lou, Miryung Kim
2020 J jnl
An ensemble learning approach for software semantic clone detection.
CoRR
Min Fu, Gang Luo, James Xi Zheng, Tianyi Zhang, Dongjin Yu, Miryung Kim
2020 A* conf
Enabling Data-Driven API Design with Community Usage Data: A Need-Finding Study.
CHI
Tianyi Zhang, Björn Hartmann, Miryung Kim, Elena L. Glassman
2020 J jnl
Exempla Gratis (E.G.): Code Examples for Free.
CoRR
Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra
2020 — conf
Exempla gratis (E.G.): code examples for free.
ESEC/SIGSOFT FSE
Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena L. Glassman, Satish Chandra
2020 A conf
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses.
ICSOC
Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang
2020 J jnl
ICS-Assist: Intelligent Customer Inquiry Resolution Recommendation in Online Customer Service for Large E-Commerce Businesses.
CoRR
Min Fu, Jiwei Guan, James Xi Zheng, Jie Zhou, Jianchao Lu, Tianyi Zhang, Shoujie Zhuo, Lijun Zhan, Jian Yang
2020 A* conf
Interactive Program Synthesis by Augmented Examples.
UIST
Tianyi Zhang, London Lowmanstone, Xinyu Wang, Elena L. Glassman
2020 — conf
JShrink: in-depth investigation into debloating modern Java applications.
ESEC/SIGSOFT FSE
Bobby R. Bruce, Tianyi Zhang, Jaspreet Arora, Guoqing Harry Xu, Miryung Kim
2020 J jnl
RMT: Rule-based Metamorphic Testing for Autonomous Driving Models.
CoRR
Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim
2020 — conf
WebJShrink: a web service for debloating Java bytecode.
ESEC/SIGSOFT FSE
Konner Macias, Mihir Mathur, Bobby R. Bruce, Tianyi Zhang, Miryung Kim
2019 A* conf
Active inductive logic programming for code search.
ICSE
Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim
2019 A conf
An Empirical Study of Common Challenges in Developing Deep Learning Applications.
ISSRE
Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim
2019 J jnl
Analyzing and Supporting Adaptation of Online Code Examples.
CoRR
Tianyi Zhang, Di Yang, Cristina Videira Lopes, Miryung Kim
2019 A* conf
Analyzing and supporting adaptation of online code examples.
ICSE
Tianyi Zhang, Di Yang, Cristina V. Lopes, Miryung Kim
2019 — —
Leveraging Program Commonalities and Variations for Systematic Software Development and Maintenance.
Tianyi Zhang
2019 — ch.
Software Evolution.
Handbook of Software Engineering
Miryung Kim, Na Meng, Tianyi Zhang
2018 J jnl
Active Inductive Logic Programming for Code Search.
CoRR
Aishwarya Sivaraman, Tianyi Zhang, Guy Van den Broeck, Miryung Kim
2018 A* conf
Are code examples on an online Q&A forum reliable?: a study of API misuse on stack overflow.
ICSE
Tianyi Zhang, Ganesha Upadhyaya, Anastasia Reinhardt, Hridesh Rajan, Miryung Kim
2018 — conf
Augmenting stack overflow with API usage patterns mined from GitHub.
ESEC/SIGSOFT FSE
Anastasia Reinhardt, Tianyi Zhang, Mihir Mathur, Miryung Kim
2018 — conf
Grafter: transplantation and differential testing for clones.
ICSE (Companion Volume)
Tianyi Zhang, Miryung Kim
2018 A* conf
Visualizing API Usage Examples at Scale.
CHI
Elena L. Glassman, Tianyi Zhang, Björn Hartmann, Miryung Kim
2017 A* conf
Automated transplantation and differential testing for clones.
ICSE
Tianyi Zhang, Miryung Kim
2015 — conf
Interactive Code Review for Systematic Changes.
ICSE (1)
Tianyi Zhang, Myoungkyu Song, Joseph Pinedo, Miryung Kim
2014 — conf
Critics: an interactive code review tool for searching and inspecting systematic changes.
SIGSOFT FSE
Tianyi Zhang, Myoungkyu Song, Miryung Kim