Fine-grained Pseudo-code Generation Method via Code Feature Extraction and Transformer. - Guang Yang 019; Yanlin Zhou; Xiang Chen 005; Chi Yu (APSEC, 2021)

EKD-BSP: Bug Report Severity Prediction by Extracting Keywords from Description. - Yanxin Jia; Xiang Chen 005; Shuyuan Xu; Guang Yang 019; Jinxin Cao (DSA, 2021)

ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation. - Guang Yang 019; Xiang Chen 005; Jinxin Cao; Shuyuan Xu; Zhanqi Cui; Chi Yu; Ke Liu (DSA, 2021)

DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa (S). - Guang Yang 019; Yanlin Zhou; Chi Yu; Xiang Chen 005 (SEKE, 2021)

DeepPseudo: Deep Pseudo-code Generation via Transformer and Code Feature Extraction. - Guang Yang 019; Xiang Chen 005; Ke Liu; Chi Yu (CoRR, 2021)

DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa. - Guang Yang 019; Yanlin Zhou; Chi Yu; Xiang Chen 005 (CoRR, 2021)

BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT. - Chi Yu; Guang Yang 019; Xiang Chen 005; Ke Liu; Yanlin Zhou (ICSME, 2022)

EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks. - Ke Liu; Guang Yang 019; Xiang Chen 005; Yanlin Zhou (Internetware, 2022)

SOTitle: A Transformer-based Post Title Generation Approach for Stack Overflow. - Ke Liu; Guang Yang 019; Xiang Chen 005; Chi Yu (SANER, 2022)

DualSC: Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning. - Guang Yang 019; Xiang Chen 005; Yanlin Zhou; Chi Yu (SANER, 2022)

CCGIR: Information retrieval-based code comment generation method for smart contracts. - Guang Yang 019; Ke Liu; Xiang Chen 005; Yanlin Zhou; Chi Yu; Hao Lin (Knowl. Based Syst., 2022)

EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network. - Hao Shen 011; Xiaolin Ju; Xiang Chen 005; Guang Yang 019 (COMPSAC, 2023)

Syntax-Aware Retrieval Augmented Code Generation. - Xiangyu Zhang 005; Yu Zhou 010; Guang Yang 019; Taolue Chen 001 (EMNLP (Findings), 2023)

An Empirical Study of Adversarial Training in Code Comment Generation. - Yiheng Shen 002; Xiaolin Ju; Xiang Chen 005; Guang Yang 019 (SEKE, 2023)

ExploitGen: Template-augmented exploit code generation based on CodeBERT. - Guang Yang 019; Yu Zhou 010; Xiang Chen 005; Xiangyu Zhang 005; Tingting Han 001; Taolue Chen 001 (J. Syst. Softw., 2023)

A syntax-guided multi-task learning approach for Turducken-style code generation. - Guang Yang 019; Yu Zhou 010; Xiang Chen 005; Xiangyu Zhang 005; Yiran Xu; Tingting Han 001; Taolue Chen 001 (Empir. Softw. Eng., 2023)

CodeScore-R: An Automated Robustness Metric for Assessing the FunctionalCorrectness of Code Synthesis. - Guang Yang 019; Yu Zhou 010; Xiang Chen 005; Xiangyu Zhang 005 (CoRR, 2024)

DeCE: Deceptive Cross-Entropy Loss Designed for Defending Backdoor Attacks. - Guang Yang 019; Yu Zhou 010; Xiang Chen 005; Xiangyu Zhang 005; Terry Yue Zhuo; David Lo 001; Taolue Chen 001 (CoRR, 2024)

Less is More: DocString Compression in Code Generation. - Guang Yang 019; Yu Zhou 010; Wei Cheng; Xiangyu Zhang 005; Xiang Chen 005; Terry Yue Zhuo; Ke Liu; Xin Zhou 014; David Lo 001; Taolue Chen 001 (CoRR, 2024)

Less is More: Towards Green Code Large Language Models via Unified Structural Pruning. - Guang Yang 019; Yu Zhou 010; Xiangyu Zhang 005; Wei Cheng; Ke Liu; Xiang Chen 005; Terry Yue Zhuo; Taolue Chen 001 (CoRR, 2024)

Automatic smart contract comment generation via large language models and in-context learning. - Junjie Zhao; Xiang Chen 005; Guang Yang 019; Yiheng Shen 002 (Inf. Softw. Technol., 2024)

Context-aware code generation with synchronous bidirectional decoder. - Xiangyu Zhang 005; Yu Zhou 010; Guang Yang 019; Tingting Han 001; Taolue Chen 001 (J. Syst. Softw., 2024)

How Important Are Good Method Names in Neural Code Generation? A Model Robustness Perspective. - Guang Yang 019; Yu Zhou 010; Wenhua Yang 001; Tao Yue 002; Xiang Chen 005; Taolue Chen 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Automatic bi-modal question title generation for Stack Overflow with prompt learning. - Shaoyu Yang 002; Xiang Chen 005; Ke Liu; Guang Yang 019; Chi Yu (Empir. Softw. Eng., 2024)

Bash comment generation via data augmentation and semantic-aware CodeBERT. - Yiheng Shen 002; Xiaolin Ju; Xiang Chen 005; Guang Yang 019 (Autom. Softw. Eng., 2024)

Chain-of-Thought in Neural Code Generation: From and for Lightweight Language Models. - Guang Yang 019; Yu Zhou 010; Xiang Chen 005; Xiangyu Zhang 005; Terry Yue Zhuo; Taolue Chen 001 (IEEE Trans. Software Eng., 2024)

Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation. - Xiangyu Zhang 005; Yu Zhou 010; Guang Yang 019; Wei Cheng; Taolue Chen 001 (ACL (1), 2025)

Assessing and improving syntactic adversarial robustness of pre-trained models for code translation. - Guang Yang 019; Yu Zhou 010; Xiangyu Zhang 005; Xiang Chen 005; Tingting Han 001; Taolue Chen 001 (Inf. Softw. Technol., 2025)

CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation. - Guang Yang 019; Yu Zhou 010; Xiang Chen 005; Wei Zheng 006; Xing Hu 008; Xin Zhou 014; David Lo 001; Taolue Chen 001 (CoRR, 2025)

An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks. - Xin Zhou 014; Kisub Kim; Ting Zhang 011; Martin Weyssow; Luis F. Gomes; Guang Yang 019; David Lo 001 (CoRR, 2025)

Anchor Attention, Small Cache: Code Generation With Large Language Models. - Xiangyu Zhang 005; Yu Zhou 010; Guang Yang 019; Harald C. Gall; Taolue Chen 001 (IEEE Trans. Software Eng., 2025)