袁明月

PhD Candidate in Human-Centred AI for Software Engineering

Generative UI · Code generation & repair · Reliable AI agents

Sydney, Australia

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Research across the software development lifecycle

This map connects my work on intent representation, constrained generation, evidence-based repair and review, and agent reliability—from early requirements to version evolution and feedback.

Research capability
Requirements
Iterative design
& interaction
Generation
& implementation
Validation
& refinement
Version evolution
& feedback
Intent clarification Turn unknown unknowns into discussable goals
Towards Human–AI Synergy in UI Design TOCHI 2026 · CCF A
Intermediate representations Align people and agents at a shared semantic layer
LEGOUI
Intent2CAD
Evidence, Not More Context
DesignEvo
Constrained generation Narrow the solution space for greater control
HPG-Diff ASOC 2026 · JCR Q1
Repair & review Use precise evidence, not simply more context
DesignRepair ICSE 2025 · CCF A
Reliability calibration Know when to verify, intervene, or take over
Confidence vs. Competence TOSEM 2026 · CCF A

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