Zhuo Zhang

47 papers A* 6A 3C 2Journal 28Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cryptography-based privacy-preserving large language models: a lifecycle survey of frameworks, methods, and future directions.
Artif. Intell. Rev.
Jinglong Luo, Yehong Zhang, Zhuo Zhang, Shiyu Liu, Ye Dong, Haoran Li, Yue Yu, Hui Wang, Xun Zhou, Zenglin Xu
2025 — conf
COPR: Continual Human Preference Learning via Optimal Policy Regularization.
ACL (Findings)
Han Zhang, Lin Gui, Yu Lei, Yuanzhao Zhai, Yehong Zhang, Zhuo Zhang, Yulan He, Hui Wang, Yue Yu, Kam-Fai Wong, Bin Liang, Ruifeng Xu
2025 A* conf
Correcting Large Language Model Behavior via Influence Function.
AAAI
Han Zhang, Zhuo Zhang, Yi Zhang, Yuanzhao Zhai, Hanyang Peng, Yu Lei, Yue Yu, Hui Wang, Bin Liang, Lin Gui, Ruifeng Xu
2025 A* conf
Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training.
SIGIR
Yuanzhao Zhai, Huanxi Liu, Zhuo Zhang, Tong Lin, Kele Xu, Cheng Yang, Dawei Feng, Bo Ding, Huaimin Wang
2025 J jnl
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning.
Neurocomputing
Zhuo Zhang, Yukun Zhang, Guanzhong Chen, Lizhen Qu, Xun Zhou, Hui Wang, Zenglin Xu
2025 A* conf
Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models.
SIGIR
Yuanzhao Zhai, Zhuo Zhang, Cheng Yang, Kele Xu, Yue Yu, Wei Li, Hui Wang, Zenglin Xu, Dawei Feng, Bo Ding, Huaimin Wang
2025 J jnl
SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes.
CoRR
Jinglong Luo, Zhuo Zhang, Yehong Zhang, Shiyu Liu, Ye Dong, Xun Zhou, Hui Wang, Yue Yu, Zenglin Xu
2025 — conf
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models.
IJCNLP-AACL (Findings)
Yingqi Hu, Zhuo Zhang, Jingyuan Zhang, Jinghua Wang, Qifan Wang, Lizhen Qu, Zenglin Xu
2025 J jnl
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models.
CoRR
Yingqi Hu, Zhuo Zhang, Jingyuan Zhang, Lizhen Qu, Zenglin Xu
2024 J jnl
An effective fault localization approach for Verilog based on enhanced contexts.
Frontiers Comput. Sci.
Zhuo Zhang, Ya Li, Lei Xia, Jianxin Xue, Jiang Wu, Xiaoguang Mao
2024 J jnl
Code-aware fault localization with pre-training and interpretable machine learning.
Expert Syst. Appl.
Zhuo Zhang, Ya Li, Sha Yang, Zhanjun Zhang, Yan Lei
2024 J jnl
ContextAug: model-domain failing test augmentation with contextual information.
Frontiers Comput. Sci.
Zhuo Zhang, Jianxin Xue, Deheng Yang, Xiaoguang Mao
2024 J jnl
Correcting Large Language Model Behavior via Influence Function.
CoRR
Han Zhang, Zhuo Zhang, Yi Zhang, Yuanzhao Zhai, Hanyang Peng, Yu Lei, Yue Yu, Hui Wang, Bin Liang, Lin Gui, Ruifeng Xu
2024 J jnl
Fault Localization from the Semantic Code Search Perspective.
CoRR
Yihao Qin, Shangwen Wang, Yan Lei, Zhuo Zhang, Bo Lin, Xin Peng, Liqian Chen, Xiaoguang Mao
2024 — conf
FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling.
WWW (Companion Volume)
Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King
2024 — conf
FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering.
NAACL-HLT (Findings)
Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King
2024 J jnl
FedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning.
CoRR
Zhuo Zhang, Jingyuan Zhang, Jintao Huang, Lizhen Qu, Hongzhi Zhang, Zenglin Xu
2024 J jnl
Knowledge-Augmented Mutation-Based Bug Localization for Hardware Design Code.
ACM Trans. Archit. Code Optim.
Jiang Wu, Zhuo Zhang, Deheng Yang, Jianjun Xu, Jiayu He, Xiaoguang Mao
2024 J jnl
Model-domain failing test augmentation with Generative Adversarial Networks.
Expert Syst. Appl.
Zhuo Zhang, Ya Li, Sha Yang, Yan Lei
2024 J jnl
Online Self-Preferring Language Models.
CoRR
Yuanzhao Zhai, Zhuo Zhang, Kele Xu, Hanyang Peng, Yue Yu, Dawei Feng, Cheng Yang, Bo Ding, Huaimin Wang
2024 — conf
Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding.
LREC/COLING
Zhuo Zhang, Jintao Huang, Xiangjing Hu, Jingyuan Zhang, Yating Zhang, Hui Wang, Yue Yu, Qifan Wang, Lizhen Qu, Zenglin Xu
2024 — conf
SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC.
ACL (Findings)
Jinglong Luo, Yehong Zhang, Zhuo Zhang, Jiaqi Zhang, Xin Mu, Hui Wang, Yue Yu, Zenglin Xu
2024 J jnl
Time-Aware Spectrum-Based Bug Localization for Hardware Design Code with Data Purification.
ACM Trans. Archit. Code Optim.
Jiang Wu, Zhuo Zhang, Deheng Yang, Jianjun Xu, Jiayu He, Xiaoguang Mao
2023 J jnl
Context-Aware Neural Fault Localization.
IEEE Trans. Software Eng.
Zhuo Zhang, Yan Lei, Xiaoguang Mao, Meng Yan, Xin Xia, David Lo
2023 — conf
FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP.
ACL (1)
Zhuo Zhang, Xiangjing Hu, Jingyuan Zhang, Yating Zhang, Hui Wang, Lizhen Qu, Zenglin Xu
2023 — conf
FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models.
ACL (Findings)
Zhuo Zhang, Yuanhang Yang, Yong Dai, Qifan Wang, Yue Yu, Lizhen Qu, Zenglin Xu
2023 J jnl
Influential Global and Local Contexts Guided Trace Representation for Fault Localization.
ACM Trans. Softw. Eng. Methodol.
Zhuo Zhang, Yan Lei, Ting Su, Meng Yan, Xiaoguang Mao, Yue Yu
2023 A* conf
Mantra: Mutation Testing of Hardware Design Code Based on Real Bugs.
DAC
Jiang Wu, Yan Lei, Zhuo Zhang, Xiankai Meng, Deheng Yang, Pan Li, Jiayu He, Xiaoguang Mao
2022 C conf
Fault Localization for Hardware Design Code with Time-Aware Program Spectrum.
ICCD
Jiang Wu, Zhuo Zhang, Deheng Yang, Xiankai Meng, Jiayu He, Xiaoguang Mao, Yan Lei
2022 A* conf
Federated Model Decomposition with Private Vocabulary for Text Classification.
EMNLP
Zhuo Zhang, Xiangjing Hu, Lizhen Qu, Qifan Wang, Zenglin Xu
2022 A conf
Improving Fault Localization Using Model-domain Synthesized Failing Test Generation.
ICSME
Zhuo Zhang, Yan Lei, Xiaoguang Mao, Meng Yan, Xin Xia
2022 A* conf
Reentrancy Vulnerability Detection and Localization: A Deep Learning Based Two-phase Approach.
ASE
Zhuo Zhang, Yan Lei, Meng Yan, Yue Yu, Jiachi Chen, Shangwen Wang, Xiaoguang Mao
2022 J jnl
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods.
CoRR
Zhuo Zhang, Yuanhang Yang, Yong Dai, Lizhen Qu, Zenglin Xu
2021 J jnl
A study of effectiveness of deep learning in locating real faults.
Inf. Softw. Technol.
Zhuo Zhang, Yan Lei, Xiaoguang Mao, Meng Yan, Ling Xu, Xiaohong Zhang
2021 J jnl
Improving deep-learning-based fault localization with resampling.
J. Softw. Evol. Process.
Zhuo Zhang, Yan Lei, Xiaoguang Mao, Meng Yan, Ling Xu, Junhao Wen
2021 J jnl
Machine learning based early mortality prediction in the emergency department.
Int. J. Medical Informatics
Cong Li, Zhuo Zhang, Yazhou Ren, Hu Nie, Yuqing Lei, Hang Qiu, Zenglin Xu, Xiaorong Pu
2021 A conf
Peculiar: Smart Contract Vulnerability Detection Based on Crucial Data Flow Graph and Pre-training Techniques.
ISSRE
Hongjun Wu, Zhuo Zhang, Shangwen Wang, Yan Lei, Bo Lin, Yihao Qin, Haoyu Zhang, Xiaoguang Mao
2020 J jnl
Compilation Optimization Pass Selection Using Gate Graph Attention Neural Network for Reliability Improvement.
IEEE Access
Jiang Wu, Jianjun Xu, Xiankai Meng, Haoyu Zhang, Zhuo Zhang, Long Li
2020 J jnl
Enabling Reliability-Driven Optimization Selection with Gate Graph Attention Neural Network.
Int. J. Softw. Eng. Knowl. Eng.
Jiang Wu, Jianjun Xu, Xiankai Meng, Haoyu Zhang, Zhuo Zhang
2020 C conf
High-Reliability Compilation Optimization Sequence Generation Framework Based ANN.
QRS
Jiang Wu, Jianjun Xu, Xiankai Meng, Zhuo Zhang, Nan Zhang, Haoyu Zhang
2019 A conf
CNN-FL: An Effective Approach for Localizing Faults using Convolutional Neural Networks.
SANER
Zhuo Zhang, Yan Lei, Xiaoguang Mao, Panpan Li
2019 J jnl
TFIDF-FL: Localizing Faults Using Term Frequency-Inverse Document Frequency and Deep Learning.
IEICE Trans. Inf. Syst.
Zhuo Zhang, Yan Lei, Jianjun Xu, Xiaoguang Mao, Xi Chang
2018 J jnl
Character Feature Learning for Named Entity Recognition.
IEICE Trans. Inf. Syst.
Ping Zeng, Qingping Tan, Haoyu Zhang, Xiankai Meng, Zhuo Zhang, Jianjun Xu, Yan Lei
2017 J jnl
Deep Learning-Based Fault Localization with Contextual Information.
IEICE Trans. Inf. Syst.
Zhuo Zhang, Yan Lei, Qingping Tan, Xiaoguang Mao, Ping Zeng, Xi Chang
2015 J jnl
BIFER: a biphasic trace filter approach to scalable prediction of concurrency errors.
Frontiers Comput. Sci.
Xi Chang, Zhuo Zhang, Peng Zhang, Jianxin Xue, Jianjun Zhao
2015 J jnl
Biped: Bidirectional Prediction of Order Violations.
IEICE Trans. Inf. Syst.
Xi Chang, Zhuo Zhang, Yan Lei, Jianjun Zhao
2014 J jnl
Enriching Contextual Information for Fault Localization.
IEICE Trans. Inf. Syst.
Zhuo Zhang, Xiaoguang Mao, Yan Lei, Peng Zhang