Ensemble application of convolutional and recurrent neural networks for multi-label text categorization. - Guibin Chen; Deheng Ye; Zhenchang Xing; Jieshan Chen; Erik Cambria (IJCNN, 2017)

Unblind your apps: predicting natural-language labels for mobile GUI components by deep learning. - Jieshan Chen; Chunyang Chen 001; Zhenchang Xing; Xiwei Xu 001; Liming Zhu 001; Guoqiang Li 001; Jinshui Wang (ICSE, 2020)

Object detection for graphical user interface: old fashioned or deep learning or a combination? - Jieshan Chen; Mulong Xie; Zhenchang Xing; Chunyang Chen 001; Xiwei Xu 001; Liming Zhu 001; Guoqiang Li 001 (ESEC/SIGSOFT FSE, 2020)

UIED: a hybrid tool for GUI element detection. - Mulong Xie; Sidong Feng; Zhenchang Xing; Jieshan Chen; Chunyang Chen 001 (ESEC/SIGSOFT FSE, 2020)

Wireframe-based UI Design Search through Image Autoencoder. - Jieshan Chen; Chunyang Chen 001; Zhenchang Xing; Xin Xia 001; Liming Zhu 001; John C. Grundy; Jinshui Wang (ACM Trans. Softw. Eng. Methodol., 2020)

Towards Complete Icon Labeling in Mobile Applications. - Jieshan Chen; Amanda Swearngin; Jason Wu 001; Titus Barik; Jeffrey Nichols 001; Xiaoyi Zhang 006 (CHI, 2022)

Extracting Replayable Interactions from Videos of Mobile App Usage. - Jieshan Chen; Amanda Swearngin; Jason Wu 001; Titus Barik; Jeffrey Nichols 001; Xiaoyi Zhang 006 (CoRR, 2022)

Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI Chain. - Qing Huang; Zhenyu Wan; Zhenchang Xing; Changjing Wang; Jieshan Chen; Xiwei Xu 001; Qinghua Lu 001 (ASE, 2023)

Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications. - Jieshan Chen; Jiamou Sun; Sidong Feng; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Chunyang Chen 001 (UIST, 2023)

A Large-scale Empirical Study of Online Automated Privacy Policy Generators for Mobile Apps. - Shidong Pan; Dawen Zhang; Mark Staples; Zhenchang Xing; Jieshan Chen; Xiwei Xu 001; James Hoang (CoRR, 2023)

Enhancing Virtual Assistant Intelligence: Precise Area Targeting for Instance-level User Intents beyond Metadata. - Mengyu Chen; Zhenchang Xing; Jieshan Chen; Chunyang Chen 001; Qinghua Lu 001 (CoRR, 2023)

Towards Real Smart Apps: Investigating Human-AI Interactions in Smartphone On-Device AI Apps. - Jason Ching Yuen Siu; Jieshan Chen; Yujin Huang; Zhenchang Xing; Chunyang Chen 001 (CoRR, 2023)

Designing with Language: Wireframing UI Design Intent with Generative Large Language Models. - Sidong Feng; Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Chunyang Chen 001 (CoRR, 2023)

LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis. - Bo Li 026; Wenyuan Xu 001; Jieshan Chen; Yang Zhang 016; Minhui Xue 001; Shuo Wang 012; Guangdong Bai; Xingliang Yuan (CCS, 2024)

Where is it? Tracing the Vulnerability-relevant Files from Vulnerability Reports. - Jiamou Sun; Jieshan Chen; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (ICSE, 2024)

Towards Immersive AI. - Mingze Xi; Madhawa Perera; Brandon J. Matthews; Rui Wang; Viveka Weiley; Rukshani Somarathna; Hira Maqbool; Jieshan Chen; Ulrich Engelke; Stuart Anderson; Matt Adcock; Bruce H. Thomas (ISMAR-Adjunct, 2024)

GPTVoiceTasker: Advancing Multi-step Mobile Task Efficiency Through Dynamic Interface Exploration and Learning. - Minh Duc Vu; Han Wang 023; Jieshan Chen; Zhuang Li 001; Shengdong Zhao 001; Zhenchang Xing; Chunyang Chen 001 (UIST, 2024)

Is It a Trap? A Large-scale Empirical Study And Comprehensive Assessment of Online Automated Privacy Policy Generators for Mobile Apps. - Shidong Pan; Dawen Zhang; Mark Staples; Zhenchang Xing; Jieshan Chen; Xiwei Xu 001; Thong Hoang (USENIX Security Symposium, 2024)

The Invisible Game on the Internet: A Case Study of Decoding Deceptive Patterns. - Zewei Shi; Ruoxi Sun 001; Jieshan Chen; Jiamou Sun; Minhui Xue 001 (WWW (Companion Volume), 2024)

GPTVoiceTasker: LLM-Powered Virtual Assistant for Smartphone. - Minh Duc Vu; Han Wang 023; Zhuang Li 001; Jieshan Chen; Shengdong Zhao 001; Zhenchang Xing; Chunyang Chen 001 (CoRR, 2024)

MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping. - Mingyue Yuan; Jieshan Chen; Aaron Quigley (CoRR, 2024)

A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model. - Jingwen Zhou; Qinghua Lu 001; Jieshan Chen; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Stefan Harrer (CoRR, 2024)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley; Yuyu Luo; Gelareh Mohammadi; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2024)

From Exploration to Revelation: Detecting Dark Patterns in Mobile Apps. - Jieshan Chen; Zhen Wang 013; Jiamou Sun; Wenbo Zou; Zhenchang Xing; Qinghua Lu 001; Qing Huang; Xiwei Xu 001 (CoRR, 2024)

Towards Human-AI Synergy in UI Design: Enhancing Multi-Agent Based UI Generation with Intent Clarification and Alignment. - Mingyue Yuan; Jieshan Chen; Yongquan Hu; Sidong Feng; Mulong Xie; Gelareh Mohammadi; Zhenchang Xing; Aaron Quigley (CoRR, 2024)

The Invisible Game on the Internet: A Case Study of Decoding Deceptive Patterns. - Zewei Shi; Ruoxi Sun 001; Jieshan Chen; Jiamou Sun; Minhui Xue 001 (Zenodo, 2024)

Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains. - Yu Cheng; Jieshan Chen; Qing Huang; Zhenchang Xing; Xiwei Xu 001; Qinghua Lu 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Revealing the Unseen: AI Chain on LLMs for Predicting Implicit Dataflows to Generate Dataflow Graphs in Dynamically Typed Code. - Qing Huang; Zhiwen Luo; Zhenchang Xing; Jinshan Zeng; Jieshan Chen; Xiwei Xu 001; Yong Chen 013 (ACM Trans. Softw. Eng. Methodol., 2024)

Let's Discover More API Relations: A Large Language Model-Based AI Chain for Unsupervised API Relation Inference. - Qing Huang; Yanbang Sun; Zhenchang Xing; Yuanlong Cao; Jieshan Chen; Xiwei Xu 001; Huan Jin; Jiaxing Lu (ACM Trans. Softw. Eng. Methodol., 2024)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley; Yuyu Luo; Tianqi Luo; Gelareh Mohammadi; Qinghua Lu 001; Liming Zhu 001 (ICSE, 2025)

IllusionCAPTCHA: A CAPTCHA based on Visual Illusion. - Ziqi Ding; Gelei Deng; Yi Liu 069; Junchen Ding; Jieshan Chen; Yulei Sui; Yuekang Li (WWW, 2025)

50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications. - Zewei Shi; Ruoxi Sun 001; Jieshan Chen; Jiamou Sun; Minhui Xue 001; Yansong Gao 001; Feng Liu 003; Xingliang Yuan (WWW, 2025)

FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation. - Minh Duc Vu; Jieshan Chen; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Qian Fu (CoRR, 2025)

A Case Study of Scalable Content Annotation Using Multi-LLM Consensus and Human Review. - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley (CoRR, 2025)

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review. - Sai Zhang; Zhenchang Xing; Jieshan Chen; Dehai Zhao; Zizhong Zhu; Xiaowang Zhang; Zhiyong Feng 002; Xiaohong Li 001 (CoRR, 2025)

SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows. - Jingwen Zhou; Jieshan Chen; Qinghua Lu 001; Dehai Zhao; Liming Zhu 001 (CoRR, 2025)