Guang Yang

52 papers A* 2A 3B 1C 3Journal 38Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Defending Code Language Models against Backdoor Attacks with Deceptive Cross-Entropy Loss.
ACM Trans. Softw. Eng. Methodol.
Guang Yang, Yu Zhou, Xiangyu Zhang, Xiang Chen, Terry Yue Zhuo, David Lo, Taolue Chen
2026 J jnl
Divide and conquer: Optimizing code Chain-of-Thought in Small Language Model.
Eng. Appl. Artif. Intell.
Yiheng Shen, Guang Yang, Yifan Sun
2026 J jnl
Less Is More: DocString Compression in Code Generation.
ACM Trans. Softw. Eng. Methodol.
Guang Yang, Yu Zhou, Wei Cheng, Xiangyu Zhang, Xiang Chen, Terry Yue Zhuo, Ke Liu, Xin Zhou, David Lo, Taolue Chen
2026 J jnl
Less is more: Towards green code large language models via unified structural pruning.
Inf. Process. Manag.
Guang Yang, Yu Zhou, Xiangyu Zhang, Wei Cheng, Ke Liu, Xiang Chen, Terry Yue Zhuo, Taolue Chen
2026 J jnl
Semantic Consensus Decoding: Backdoor Defense for Verilog Code Generation.
CoRR
Guang Yang, Xing Hu, Xiang Chen, Xin Xia
2025 J jnl
An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks.
CoRR
Xin Zhou, Kisub Kim, Ting Zhang, Martin Weyssow, Luís F. Gomes, Guang Yang, David Lo
2025 J jnl
Anchor Attention, Small Cache: Code Generation With Large Language Models.
IEEE Trans. Software Eng.
Xiangyu Zhang, Yu Zhou, Guang Yang, Harald C. Gall, Taolue Chen
2025 J jnl
Assessing and improving syntactic adversarial robustness of pre-trained models for code translation.
Inf. Softw. Technol.
Guang Yang, Yu Zhou, Xiangyu Zhang, Xiang Chen, Tingting Han, Taolue Chen
2025 — conf
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation.
ACL (1)
Xiangyu Zhang, Yu Zhou, Guang Yang, Wei Cheng, Taolue Chen
2025 J jnl
CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation.
CoRR
Guang Yang, Yu Zhou, Xiang Chen, Wei Zheng, Xing Hu, Xin Zhou, David Lo, Taolue Chen
2025 A* conf
Code-DiTing: Automatic Evaluation of Code Generation without References or Test Cases.
ASE
Guang Yang, Yu Zhou, Xiang Chen, Wei Zheng, Xing Hu, Xin Zhou, David Lo, Taolue Chen
2025 J jnl
Large Language Model for Verilog Code Generation: Literature Review and the Road Ahead.
CoRR
Guang Yang, Wei Zheng, Xiang Chen, Dong Liang, Peng Hu, Yukui Yang, Shaohang Peng, Zhenghan Li, Jiahui Feng, Xiao Wei, Kexin Sun, Deyuan Ma, Haotian Cheng, Yiheng Shen, Xing Hu, Terry Yue Zhuo, David Lo
2025 J jnl
Resource-efficient automatic software vulnerability assessment via knowledge distillation and particle swarm optimization.
Eng. Appl. Artif. Intell.
Chaoyang Gao, Xiang Chen, Jiyu Wang, Jibin Wang, Guang Yang
2025 A* conf
SE-Jury: An LLM-as-Ensemble-Judge Metric for Narrowing the Gap with Human Evaluation in SE.
ASE
Xin Zhou, Kisub Kim, Ting Zhang, Martin Weyssow, Luís F. Gomes, Guang Yang, Kui Liu, Xin Xia, David Lo
2025 J jnl
The Cream Rises to the Top: Efficient Reranking Method for Verilog Code Generation.
CoRR
Guang Yang, Wei Zheng, Xiang Chen, Yifan Sun, Fengji Zhang, Terry Yue Zhuo
2024 J jnl
Anchor Attention, Small Cache: Code Generation with Large Language Models.
CoRR
Xiangyu Zhang, Yu Zhou, Guang Yang, Harald C. Gall, Taolue Chen
2024 J jnl
Automatic Bi-modal Question Title Generation for Stack Overflow with Prompt Learning.
CoRR
Shaoyu Yang, Xiang Chen, Ke Liu, Guang Yang, Chi Yu
2024 J jnl
Automatic bi-modal question title generation for Stack Overflow with prompt learning.
Empir. Softw. Eng.
Shaoyu Yang, Xiang Chen, Ke Liu, Guang Yang, Chi Yu
2024 J jnl
Automatic smart contract comment generation via large language models and in-context learning.
Inf. Softw. Technol.
Junjie Zhao, Xiang Chen, Guang Yang, Yiheng Shen
2024 J jnl
Bash comment generation via data augmentation and semantic-aware CodeBERT.
Autom. Softw. Eng.
Yiheng Shen, Xiaolin Ju, Xiang Chen, Guang Yang
2024 J jnl
Chain-of-Thought in Neural Code Generation: From and for Lightweight Language Models.
IEEE Trans. Software Eng.
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, Taolue Chen
2024 J jnl
CodeScore-R: An Automated Robustness Metric for Assessing the FunctionalCorrectness of Code Synthesis.
CoRR
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang
2024 J jnl
Context-aware code generation with synchronous bidirectional decoder.
J. Syst. Softw.
Xiangyu Zhang, Yu Zhou, Guang Yang, Tingting Han, Taolue Chen
2024 J jnl
DeCE: Deceptive Cross-Entropy Loss Designed for Defending Backdoor Attacks.
CoRR
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, David Lo, Taolue Chen
2024 J jnl
How Important Are Good Method Names in Neural Code Generation? A Model Robustness Perspective.
ACM Trans. Softw. Eng. Methodol.
Guang Yang, Yu Zhou, Wenhua Yang, Tao Yue, Xiang Chen, Taolue Chen
2024 J jnl
Less is More: DocString Compression in Code Generation.
CoRR
Guang Yang, Yu Zhou, Wei Cheng, Xiangyu Zhang, Xiang Chen, Terry Yue Zhuo, Ke Liu, Xin Zhou, David Lo, Taolue Chen
2024 J jnl
Less is More: Towards Green Code Large Language Models via Unified Structural Pruning.
CoRR
Guang Yang, Yu Zhou, Xiangyu Zhang, Wei Cheng, Ke Liu, Xiang Chen, Terry Yue Zhuo, Taolue Chen
2023 J jnl
A Syntax-Guided Multi-Task Learning Approach for Turducken-Style Code Generation.
CoRR
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Yiran Xu, Tingting Han, Taolue Chen
2023 J jnl
A syntax-guided multi-task learning approach for Turducken-style code generation.
Empir. Softw. Eng.
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Yiran Xu, Tingting Han, Taolue Chen
2023 C conf
An Empirical Study of Adversarial Training in Code Comment Generation.
SEKE
Yiheng Shen, Xiaolin Ju, Xiang Chen, Guang Yang
2023 J jnl
Assessing and Improving Syntactic Adversarial Robustness of Pre-trained Models for Code Translation.
CoRR
Guang Yang, Yu Zhou, Xiangyu Zhang, Xiang Chen, Tingting Han, Taolue Chen
2023 J jnl
Automatic Smart Contract Comment Generation via Large Language Models and In-Context Learning.
CoRR
Junjie Zhao, Xiang Chen, Guang Yang, Yiheng Shen
2023 J jnl
Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models.
CoRR
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, Taolue Chen
2023 B conf
EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network.
COMPSAC
Hao Shen, Xiaolin Ju, Xiang Chen, Guang Yang
2023 J jnl
ExploitGen: Template-augmented exploit code generation based on CodeBERT.
J. Syst. Softw.
Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Tingting Han, Taolue Chen
2023 — conf
Syntax-Aware Retrieval Augmented Code Generation.
EMNLP (Findings)
Xiangyu Zhang, Yu Zhou, Guang Yang, Taolue Chen
2022 A conf
BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT.
ICSME
Chi Yu, Guang Yang, Xiang Chen, Ke Liu, Yanlin Zhou
2022 J jnl
BashExplainer: Retrieval-Augmented Bash Code Comment Generation based on Fine-tuned CodeBERT.
CoRR
Chi Yu, Guang Yang, Xiang Chen, Ke Liu, Yanlin Zhou
2022 J jnl
CCGIR: Information retrieval-based code comment generation method for smart contracts.
Knowl. Based Syst.
Guang Yang, Ke Liu, Xiang Chen, Yanlin Zhou, Chi Yu, Hao Lin
2022 A conf
DualSC: Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning.
SANER
Guang Yang, Xiang Chen, Yanlin Zhou, Chi Yu
2022 J jnl
DualSC: Automatic Generation and Summarization of Shellcode via Transformer and Dual Learning.
CoRR
Guang Yang, Xiang Chen, Yanlin Zhou, Chi Yu
2022 — conf
EL-CodeBert: Better Exploiting CodeBert to Support Source Code-Related Classification Tasks.
Internetware
Ke Liu, Guang Yang, Xiang Chen, Yanlin Zhou
2022 J jnl
How Important are Good Method Names in Neural Code Generation? A Model Robustness Perspective.
CoRR
Guang Yang, Yu Zhou, Wenhua Yang, Tao Yue, Xiang Chen, Taolue Chen
2022 A conf
SOTitle: A Transformer-based Post Title Generation Approach for Stack Overflow.
SANER
Ke Liu, Guang Yang, Xiang Chen, Chi Yu
2022 J jnl
SOTitle: A Transformer-based Post Title Generation Approach for Stack Overflow.
CoRR
Ke Liu, Guang Yang, Xiang Chen, Chi Yu
2021 — conf
ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation.
DSA
Guang Yang, Xiang Chen, Jinxin Cao, Shuyuan Xu, Zhanqi Cui, Chi Yu, Ke Liu
2021 J jnl
ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation.
CoRR
Guang Yang, Xiang Chen, Jinxin Cao, Shuyuan Xu, Zhanqi Cui, Chi Yu, Ke Liu
2021 J jnl
DeepPseudo: Deep Pseudo-code Generation via Transformer and Code Feature Extraction.
CoRR
Guang Yang, Xiang Chen, Ke Liu, Chi Yu
2021 C conf
DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa (S).
SEKE
Guang Yang, Yanlin Zhou, Chi Yu, Xiang Chen
2021 J jnl
DeepSCC: Source Code Classification Based on Fine-Tuned RoBERTa.
CoRR
Guang Yang, Yanlin Zhou, Chi Yu, Xiang Chen
2021 — conf
EKD-BSP: Bug Report Severity Prediction by Extracting Keywords from Description.
DSA
Yanxin Jia, Xiang Chen, Shuyuan Xu, Guang Yang, Jinxin Cao
2021 C conf
Fine-grained Pseudo-code Generation Method via Code Feature Extraction and Transformer.
APSEC
Guang Yang, Yanlin Zhou, Xiang Chen, Chi Yu