Enriching Contextual Information for Fault Localization. - Zhuo Zhang 007; Xiaoguang Mao; Yan Lei; Peng Zhang (IEICE Trans. Inf. Syst., 2014)

BIFER: a biphasic trace filter approach to scalable prediction of concurrency errors. - Xi Chang; Zhuo Zhang 007; Peng Zhang; Jianxin Xue; Jianjun Zhao 001 (Frontiers Comput. Sci., 2015)

Biped: Bidirectional Prediction of Order Violations. - Xi Chang; Zhuo Zhang 007; Yan Lei; Jianjun Zhao 001 (IEICE Trans. Inf. Syst., 2015)

Deep Learning-Based Fault Localization with Contextual Information. - Zhuo Zhang 007; Yan Lei; Qingping Tan; Xiaoguang Mao; Ping Zeng; Xi Chang (IEICE Trans. Inf. Syst., 2017)

Character Feature Learning for Named Entity Recognition. - Ping Zeng; Qingping Tan; Haoyu Zhang; Xiankai Meng; Zhuo Zhang 007; Jianjun Xu; Yan Lei (IEICE Trans. Inf. Syst., 2018)

CNN-FL: An Effective Approach for Localizing Faults using Convolutional Neural Networks. - Zhuo Zhang 007; Yan Lei; Xiaoguang Mao; Panpan Li (SANER, 2019)

TFIDF-FL: Localizing Faults Using Term Frequency-Inverse Document Frequency and Deep Learning. - Zhuo Zhang 007; Yan Lei; Jianjun Xu; Xiaoguang Mao; Xi Chang (IEICE Trans. Inf. Syst., 2019)

High-Reliability Compilation Optimization Sequence Generation Framework Based ANN. - Jiang Wu; Jianjun Xu; Xiankai Meng; Zhuo Zhang 007; Nan Zhang; Haoyu Zhang (QRS, 2020)

Compilation Optimization Pass Selection Using Gate Graph Attention Neural Network for Reliability Improvement. - Jiang Wu; Jianjun Xu; Xiankai Meng; Haoyu Zhang; Zhuo Zhang 007; Long Li 005 (IEEE Access, 2020)

Enabling Reliability-Driven Optimization Selection with Gate Graph Attention Neural Network. - Jiang Wu; Jianjun Xu; Xiankai Meng; Haoyu Zhang; Zhuo Zhang 007 (Int. J. Softw. Eng. Knowl. Eng., 2020)

Peculiar: Smart Contract Vulnerability Detection Based on Crucial Data Flow Graph and Pre-training Techniques. - Hongjun Wu; Zhuo Zhang 007; Shangwen Wang; Yan Lei; Bo Lin; Yihao Qin; Haoyu Zhang; Xiaoguang Mao (ISSRE, 2021)

Machine learning based early mortality prediction in the emergency department. - Cong Li; Zhuo Zhang 007; Yazhou Ren 001; Hu Nie; Yuqing Lei; Hang Qiu 002; Zenglin Xu; Xiaorong Pu (Int. J. Medical Informatics, 2021)

A study of effectiveness of deep learning in locating real faults. - Zhuo Zhang 007; Yan Lei; Xiaoguang Mao; Meng Yan 001; Ling Xu; Xiaohong Zhang 002 (Inf. Softw. Technol., 2021)

Improving deep-learning-based fault localization with resampling. - Zhuo Zhang 007; Yan Lei; Xiaoguang Mao; Meng Yan 001; Ling Xu; Junhao Wen 001 (J. Softw. Evol. Process., 2021)

Federated Model Decomposition with Private Vocabulary for Text Classification. - Zhuo Zhang 007; Xiangjing Hu; Lizhen Qu; Qifan Wang 001; Zenglin Xu (EMNLP, 2022)

Fault Localization for Hardware Design Code with Time-Aware Program Spectrum. - Jiang Wu; Zhuo Zhang 007; Deheng Yang; Xiankai Meng; Jiayu He; Xiaoguang Mao; Yan Lei (ICCD, 2022)

Improving Fault Localization Using Model-domain Synthesized Failing Test Generation. - Zhuo Zhang 007; Yan Lei; Xiaoguang Mao; Meng Yan 001; Xin Xia 001 (ICSME, 2022)

Reentrancy Vulnerability Detection and Localization: A Deep Learning Based Two-phase Approach. - Zhuo Zhang 007; Yan Lei; Meng Yan 001; Yue Yu 001; Jiachi Chen; Shangwen Wang; Xiaoguang Mao (ASE, 2022)

When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods. - Zhuo Zhang 007; Yuanhang Yang; Yong Dai 001; Lizhen Qu; Zenglin Xu (CoRR, 2022)

FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP. - Zhuo Zhang 007; Xiangjing Hu; Jingyuan Zhang; Yating Zhang; Hui Wang 013; Lizhen Qu; Zenglin Xu (ACL (1), 2023)

FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models. - Zhuo Zhang 007; Yuanhang Yang; Yong Dai 001; Qifan Wang 001; Yue Yu 001; Lizhen Qu; Zenglin Xu (ACL (Findings), 2023)

Mantra: Mutation Testing of Hardware Design Code Based on Real Bugs. - Jiang Wu; Yan Lei; Zhuo Zhang 007; Xiankai Meng; Deheng Yang; Pan Li; Jiayu He; Xiaoguang Mao (DAC, 2023)

Influential Global and Local Contexts Guided Trace Representation for Fault Localization. - Zhuo Zhang 007; Yan Lei; Ting Su 001; Meng Yan 001; Xiaoguang Mao; Yue Yu 001 (ACM Trans. Softw. Eng. Methodol., 2023)

Context-Aware Neural Fault Localization. - Zhuo Zhang 007; Yan Lei; Xiaoguang Mao; Meng Yan 001; Xin Xia 001; David Lo 001 (IEEE Trans. Software Eng., 2023)

SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC. - Jinglong Luo; Yehong Zhang; Zhuo Zhang 007; Jiaqi Zhang; Xin Mu; Hui Wang 013; Yue Yu 001; Zenglin Xu (ACL (Findings), 2024)

Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding. - Zhuo Zhang 007; Jintao Huang; Xiangjing Hu; Jingyuan Zhang; Yating Zhang; Hui Wang 013; Yue Yu 001; Qifan Wang 001; Lizhen Qu; Zenglin Xu (LREC/COLING, 2024)

FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering. - Zhihan Guo; Yifei Zhang; Zhuo Zhang 007; Zenglin Xu; Irwin King (NAACL-HLT (Findings), 2024)

FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling. - Zhihan Guo; Yifei Zhang; Zhuo Zhang 007; Zenglin Xu; Irwin King (WWW (Companion Volume), 2024)

FedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning. - Zhuo Zhang 007; Jingyuan Zhang; Jintao Huang; Lizhen Qu; Hongzhi Zhang; Zenglin Xu (CoRR, 2024)

Online Self-Preferring Language Models. - Yuanzhao Zhai; Zhuo Zhang 007; Kele Xu; Hanyang Peng; Yue Yu 001; Dawei Feng; Cheng Yang 004; Bo Ding; Huaimin Wang (CoRR, 2024)

Fault Localization from the Semantic Code Search Perspective. - Yihao Qin; Shangwen Wang; Yan Lei; Zhuo Zhang 007; Bo Lin; Xin Peng; Liqian Chen; Xiaoguang Mao (CoRR, 2024)

Model-domain failing test augmentation with Generative Adversarial Networks. - Zhuo Zhang 007; Ya Li; Sha Yang; Yan Lei (Expert Syst. Appl., 2024)

Code-aware fault localization with pre-training and interpretable machine learning. - Zhuo Zhang 007; Ya Li; Sha Yang; Zhanjun Zhang; Yan Lei (Expert Syst. Appl., 2024)

ContextAug: model-domain failing test augmentation with contextual information. - Zhuo Zhang 007; Jianxin Xue; Deheng Yang; Xiaoguang Mao (Frontiers Comput. Sci., 2024)

Knowledge-Augmented Mutation-Based Bug Localization for Hardware Design Code. - Jiang Wu; Zhuo Zhang 007; Deheng Yang; Jianjun Xu; Jiayu He; Xiaoguang Mao (ACM Trans. Archit. Code Optim., 2024)

Time-Aware Spectrum-Based Bug Localization for Hardware Design Code with Data Purification. - Jiang Wu; Zhuo Zhang 007; Deheng Yang; Jianjun Xu; Jiayu He; Xiaoguang Mao (ACM Trans. Archit. Code Optim., 2024)

Correcting Large Language Model Behavior via Influence Function. - Han Zhang 025; Zhuo Zhang 007; Yi Zhang; Yuanzhao Zhai; Hanyang Peng; Yu Lei; Yue Yu 001; Hui Wang 030; Bin Liang 004; Lin Gui 003; Ruifeng Xu 001 (AAAI, 2025)

COPR: Continual Human Preference Learning via Optimal Policy Regularization. - Han Zhang 025; Lin Gui 003; Yu Lei; Yuanzhao Zhai; Yehong Zhang; Zhuo Zhang 007; Yulan He 001; Hui Wang 030; Yue Yu 001; Kam-Fai Wong; Bin Liang 004; Ruifeng Xu 001 (ACL (Findings), 2025)

Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models. - Yuanzhao Zhai; Zhuo Zhang 007; Cheng Yang 004; Kele Xu; Yue Yu 001; Wei Li; Hui Wang 030; Zenglin Xu; Dawei Feng; Bo Ding; Huaimin Wang (SIGIR, 2025)

Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training. - Yuanzhao Zhai; Huanxi Liu; Zhuo Zhang 007; Tong Lin; Kele Xu; Cheng Yang 004; Dawei Feng; Bo Ding; Huaimin Wang (SIGIR, 2025)

From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning. - Zhuo Zhang 007; Yukun Zhang; Guanzhong Chen; Lizhen Qu; Xun Zhou 001; Hui Wang 013; Zenglin Xu (Neurocomputing, 2025)

Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models. - Yingqi Hu; Zhuo Zhang 007; Jingyuan Zhang; Lizhen Qu; Zenglin Xu (CoRR, 2025)

SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes. - Jinglong Luo; Zhuo Zhang 007; Yehong Zhang; Shiyu Liu; Ye Dong; Xun Zhou 001; Hui Wang 013; Yue Yu 001; Zenglin Xu (CoRR, 2025)