| 2026 | ACL | Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment. | Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang |
| 2025 | ACL | A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models. | Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang |
| 2024 | CHI | Unblind Text Inputs: Predicting Hint-text of Text Input in Mobile Apps via LLM. | Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Yuekai Huang, Jun Hu, Qing Wang |
| 2024 | CHI | MUD: Towards a Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling. | Sidong Feng, Suyu Ma, Han Wang, David Kong, Chunyang Chen |
| 2024 | ICSE | Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions. | Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Xing Che, Dandan Wang, Qing Wang |
| 2024 | ICSE | Testing the Limits: Unusual Text Inputs Generation for Mobile App Crash Detection with Large Language Model. | Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Zhilin Tian, Yuekai Huang, Jun Hu, Qing Wang |
| 2024 | ICSE | Prompting Is All You Need: Automated Android Bug Replay with Large Language Models. | Sidong Feng, Chunyang Chen |
| 2024 | ICSE | CrashTranslator: Automatically Reproducing Mobile Application Crashes Directly from Stack Trace. | Yuchao Huang, Junjie Wang, Zhe Liu, Yawen Wang, Song Wang, Chunyang Chen, Yuanzhe Hu, Qing Wang |
| 2024 | ISSTA | Feedback-Driven Automated Whole Bug Report Reproduction for Android Apps. | Dingbang Wang, Yu Zhao, Sidong Feng, Zhaoxu Zhang, William G. J. Halfond, Chunyang Chen, Xiaoxia Sun, Jiangfan Shi, Tingting Yu |
| 2024 | ISSTA | Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models. | Mingyi Zhou, Xiang Gao, Pei Liu, John Grundy, Chunyang Chen, Xiao Chen, Li Li |
| 2024 | UIST | GPTVoiceTasker: Advancing Multi-step Mobile Task Efficiency Through Dynamic Interface Exploration and Learning. | Minh Duc Vu, Han Wang, Jieshan Chen, Zhuang Li, Shengdong Zhao, Zhenchang Xing, Chunyang Chen |
| 2023 | EMNLP | FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices. | Shuo Huang, Lizhen Qu, Xingliang Yuan, Chunyang Chen |
| 2023 | ICSE | Efficiency Matters: Speeding Up Automated Testing with GUI Rendering Inference. | Sidong Feng, Mulong Xie, Chunyang Chen |
| 2023 | ICSE | Read It, Don't Watch It: Captioning Bug Recordings Automatically. | Sidong Feng, Mulong Xie, Yinxing Xue, Chunyang Chen |
| 2023 | ICSE | Context-aware Bug Reproduction for Mobile Apps. | Yuchao Huang, Junjie Wang, Zhe Liu, Song Wang, Chunyang Chen, Mingyang Li, Qing Wang |
| 2023 | ICSE | Fill in the Blank: Context-aware Automated Text Input Generation for Mobile GUI Testing. | Zhe Liu, Chunyang Chen, Junjie Wang, Xing Che, Yuekai Huang, Jun Hu, Qing Wang |
| 2023 | ICSE | Ex pede Herculem: Augmenting Activity Transition Graph for Apps via Graph Convolution Network. | Zhe Liu, Chunyang Chen, Junjie Wang, Yuhui Su, Yuekai Huang, Jun Hu, Qing Wang |
| 2023 | ISSTA | ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems. | Mingyi Zhou, Xiang Gao, Jing Wu, John C. Grundy, Xiao Chen, Chunyang Chen, Li Li |
| 2023 | WWW | Training-free Lexical Backdoor Attacks on Language Models. | Yujin Huang, Terry Yue Zhuo, Qiongkai Xu, Han Hu, Xingliang Yuan, Chunyang Chen |
| 2023 | WWW | FlexiFed: Personalized Federated Learning for Edge Clients with Heterogeneous Model Architectures. | Kaibin Wang, Qiang He, Feifei Chen, Chunyang Chen, Faliang Huang, Hai Jin, Yun Yang |
| 2023 | WWW | Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. | Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan |
| 2023 | UIST | Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications. | Jieshan Chen, Jiamou Sun, Sidong Feng, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Chunyang Chen |
| 2023 | UIST | Video2Action: Reducing Human Interactions in Action Annotation of App Tutorial Videos. | Sidong Feng, Chunyang Chen, Zhenchang Xing |
| 2022 | CHI | Guided Bug Crush: Assist Manual GUI Testing of Android Apps via Hint Moves. | Zhe Liu, Chunyang Chen, Junjie Wang, Yuekai Huang, Jun Hu, Qing Wang |
| 2022 | ICDM | Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing. | Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan |
| 2022 | ICSE | GIFdroid: Automated Replay of Visual Bug Reports for Android Apps. | Sidong Feng, Chunyang Chen |
| 2022 | ICSE | GIFdroid: An Automated Light-weight Tool for Replaying Visual Bug Reports. | Sidong Feng, Chunyang Chen |
| 2022 | ICSE | Gallery D.C.: Auto-created GUI Component Gallery for Design Search and Knowledge Discovery. | Sidong Feng, Chunyang Chen, Zhenchang Xing |
| 2022 | ICSE | NaviDroid: A Tool for Guiding Manual Android Testing via Hint Moves. | Zhe Liu, Chunyang Chen, Junjie Wang, Yuhui Su, Qing Wang |
| 2022 | ICSE | Software Engineers' Response to Public Crisis: Lessons Learnt from Spontaneously Building an Informative COVID-19 Dashboard. | Han Wang, Chao Wu, Chunyang Chen, Burak Turhan, Shiping Chen, Jon Whittle |
| 2022 | SERVICES | An Empirical Study on How Well Do COVID-19 Information Dashboards Service Users' Information Needs. | Xinyan Li, Han Wang, Chunyang Chen, John C. Grundy |
| 2021 | APSEC | Pandemic Software Development: The Student Experiences from Developing a COVID-19 Information Dashboard. | Benjamin Koh, Mojtaba Shahin, Annette Ong, Soo Ying Yeap, Priyanka Saxena, Manvendra Singh, Chunyang Chen |
| 2021 | ICSE | Automated Query Reformulation for Efficient Search based on Query Logs From Stack Overflow. | Kaibo Cao, Chunyang Chen, Sebastian Baltes, Christoph Treude, Xiang Chen |
| 2021 | ICSE | Robustness of on-Device Models: Adversarial Attack to Deep Learning Models on Android Apps. | Yujin Huang, Han Hu, Chunyang Chen |
| 2021 | ICSE | DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection. | Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu |
| 2021 | ICSE | Don't Do That! Hunting Down Visual Design Smells in Complex UIs against Design Guidelines. | Bo Yang, Zhenchang Xing, Xin Xia, Chunyang Chen, Deheng Ye, Shanping Li |
| 2021 | ICSE | UIS-Hunter: Detecting UI Design Smells in Android Apps. | Bo Yang, Zhenchang Xing, Xin Xia, Chunyang Chen, Deheng Ye, Shanping Li |
| 2021 | ICSE | GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks. | Tianming Zhao, Chunyang Chen, Yuanning Liu, Xiaodong Zhu |
| 2021 | IUI | Auto-Icon: An Automated Code Generation Tool for Icon Designs Assisting in UI Development. | Sidong Feng, Suyu Ma, Jinzhong Yu, Chunyang Chen, Tingting Zhou, Yankun Zhen |
| 2021 | SAC | A comparative study of smartphone and smartwatch apps. | Xiao Chen, Wanli Chen, Kui Liu, Chunyang Chen, Li Li |
| 2020 | ICSE | SimilarAPI: mining analogical APIs for library migration. | Chunyang Chen |
| 2020 | ICSE | Unblind your apps: predicting natural-language labels for mobile GUI components by deep learning. | Jieshan Chen, Chunyang Chen, Zhenchang Xing, Xiwei Xu, Liming Zhu, Guoqiang Li, Jinshui Wang |
| 2020 | ICSE | Seenomaly: vision-based linting of GUI animation effects against design-don't guidelines. | Dehai Zhao, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li, Jinshui Wang |
| 2019 | ICSE | StoryDroid: automated generation of storyboard for Android apps. | Sen Chen, Lingling Fan, Chunyang Chen, Ting Su, Wenhe Li, Yang Liu, Lihua Xu |
| 2019 | ICSE | ActionNet: vision-based workflow action recognition from programming screencasts. | Dehai Zhao, Zhenchang Xing, Chunyang Chen, Xin Xia, Guoqiang Li |
| 2018 | ICSE | From UI design image to GUI skeleton: a neural machine translator to bootstrap mobile GUI implementation. | Chunyang Chen, Ting Su, Guozhu Meng, Zhenchang Xing, Yang Liu |
| 2017 | ICSE | Unsupervised software-specific morphological forms inference from informal discussions. | Chunyang Chen, Zhenchang Xing, Ximing Wang |
| 2016 | COMPSAC | Towards Correlating Search on Google and Asking on Stack Overflow. | Chunyang Chen, Zhenchang Xing |
| 2016 | ESEM | Mining Technology Landscape from Stack Overflow. | Chunyang Chen, Zhenchang Xing |