Author

Hengcheng Zhu

The Hong Kong University of Science and Technology

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Jul 2026

Programming-by-Example for Batch-Editing Collision Meshes in 3D Software

A neuro-symbolic program synthesis approach for batch-editing collision meshes is presented, which synthesizes a reusable program that captures the editing intent and applies it to non-demonstration meshes.

Geng-Yang Xu, Dong-Wei Xiao, Hengcheng Zhu et al. · arXiv.org · 2 citations

Jul 2026

Understanding Agent-Reactive Bugs at the Model-Harness Boundary: An Empirical Study of LLM Agent Issue Reports

The first empirical study focused on agent-reactive (AR) bugs is conducted, constructing a two-axis taxonomy covering observable symptoms and the LLM behaviors that trigger them and highlights challenges specific to LLM agents.

Jingyi Chen, Songqiang Chen, Hengcheng Zhu et al. · arXiv.org · 0 citations