Jieshan Chen

Orcid: 0000-0002-2700-7478

Affiliations:
  • CSIRO, Data61, Sydney, Australia


According to our database1, Jieshan Chen authored at least 36 papers between 2017 and 2025.

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Bibliography

2025
SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows.
CoRR, August, 2025

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review.
CoRR, July, 2025

A Case Study of Scalable Content Annotation Using Multi-LLM Consensus and Human Review.
CoRR, March, 2025

FactFlow: Automatic Fact Sheet Generation and Customization from Tabular Dataset via AI Chain Design & Implementation.
CoRR, February, 2025

50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications.
Proceedings of the ACM on Web Conference 2025, 2025

IllusionCAPTCHA: A CAPTCHA based on Visual Illusion.
Proceedings of the ACM on Web Conference 2025, 2025

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.
Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

2024
Let's Discover More API Relations: A Large Language Model-Based AI Chain for Unsupervised API Relation Inference.
ACM Trans. Softw. Eng. Methodol., November, 2024

Revealing the Unseen: AI Chain on LLMs for Predicting Implicit Dataflows to Generate Dataflow Graphs in Dynamically Typed Code.
ACM Trans. Softw. Eng. Methodol., September, 2024

Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains.
ACM Trans. Softw. Eng. Methodol., June, 2024

The Invisible Game on the Internet: A Case Study of Decoding Deceptive Patterns.
Dataset, March, 2024

Towards Human-AI Synergy in UI Design: Enhancing Multi-Agent Based UI Generation with Intent Clarification and Alignment.
CoRR, 2024

From Exploration to Revelation: Detecting Dark Patterns in Mobile Apps.
CoRR, 2024

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.
CoRR, 2024

A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model.
CoRR, 2024

MAxPrototyper: A Multi-Agent Generation System for Interactive User Interface Prototyping.
CoRR, 2024

GPTVoiceTasker: LLM-Powered Virtual Assistant for Smartphone.
CoRR, 2024

The Invisible Game on the Internet: A Case Study of Decoding Deceptive Patterns.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Is It a Trap? A Large-scale Empirical Study And Comprehensive Assessment of Online Automated Privacy Policy Generators for Mobile Apps.
Proceedings of the 33rd USENIX Security Symposium, 2024

GPTVoiceTasker: Advancing Multi-step Mobile Task Efficiency Through Dynamic Interface Exploration and Learning.
Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Towards Immersive AI.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2024

Where is it? Tracing the Vulnerability-relevant Files from Vulnerability Reports.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis.
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023
Designing with Language: Wireframing UI Design Intent with Generative Large Language Models.
CoRR, 2023

Towards Real Smart Apps: Investigating Human-AI Interactions in Smartphone On-Device AI Apps.
CoRR, 2023

Enhancing Virtual Assistant Intelligence: Precise Area Targeting for Instance-level User Intents beyond Metadata.
CoRR, 2023

A Large-scale Empirical Study of Online Automated Privacy Policy Generators for Mobile Apps.
CoRR, 2023

Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications.
Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI Chain.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

2022
Extracting Replayable Interactions from Videos of Mobile App Usage.
CoRR, 2022

Towards Complete Icon Labeling in Mobile Applications.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2020
Wireframe-based UI Design Search through Image Autoencoder.
ACM Trans. Softw. Eng. Methodol., 2020

UIED: a hybrid tool for GUI element detection.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Object detection for graphical user interface: old fashioned or deep learning or a combination?
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Unblind your apps: predicting natural-language labels for mobile GUI components by deep learning.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2017
Ensemble application of convolutional and recurrent neural networks for multi-label text categorization.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017


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