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Lingxiao Jiang

3 accepted papers

2026

ProCURE: Addressing the Programming Concept Understanding Gap for Code Generation in LLMs via Concept-Aware Consistency Learning

IJCAI 2026

Although Large Language Models (LLMs) excel at code generation, recent research reveals that they exhibit an insufficient grasp of core programming concepts, such as data flow and control flow. This limitation undermines their robustness when encountering variations in these concepts in practice; ho

Cited by 0Scholar
2023

Simplified Configuration Design of Anthropomorphic Hand Imitating Specific Human Hand Grasps

RA-L 2023

How to design an anthropomorphic hand imitating specific human hand grasps with as few actuators as possible is still a challenge. This letter presents a method for obtaining a simplified configuration of anthropomorphic hand imitating specific human hand grasps based on the motion analyses of the h

Cited by 2SourceScholar
2021

TreeCaps: Tree-Based Capsule Networks for Source Code Processing

AAAI 2021technical

Recently program learning techniques have been proposed to process source code based on syntactical structures (e.g., abstract syntax trees) and/or semantic information (e.g., dependency graphs). While graphs may be better than trees at capturing code semantics, constructing the graphs from code inp…