HISyn: human learning-inspired natural language programming. - Zifan Nan; Hui Guan 001; Xipeng Shen (ESEC/SIGSOFT FSE, 2020)

Deep NLP-based co-evolvement for synthesizing code analysis from natural language. - Zifan Nan; Hui Guan 001; Xipeng Shen; Chunhua Liao (CC, 2021)

HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing. - Chunhua Liao; Pei-Hung Lin; Gaurav Verma; Tristan Vanderbruggen; Murali Emani; Zifan Nan; Xipeng Shen (MLHPC@SC, 2021)

Enabling Near Real-Time NLU-Driven Natural Language Programming through Dynamic Grammar Graph-Based Translation. - Zifan Nan; Xipeng Shen; Hui Guan 001 (CGO, 2022)

Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC. - Zifan Nan; Mithil Dave; Xipeng Shen; Chunhua Liao; Tristan Vanderbruggen; Pei-Hung Lin; Murali Emani (HUST@SC, 2022)

IDE Augmented with Human-Learning Inspired Natural Language Programming. - Mitchell Young; Zifan Nan; Xipeng Shen (ICSE-Companion, 2022)

Test Intention Guided LLM-Based Unit Test Generation. - Zifan Nan; Zhaoqiang Guo; Kui Liu 001; Xin Xia 001 (ICSE, 2025)

Boosting Rust Unit Test Coverage through Hybrid Program Analysis and Large Language Models. - Bei Chu; Yang Feng 003; Kui Liu 001; Hange Shi; Zifan Nan; Zhaoqiang Guo; Baowen Xu (CoRR, 2025)