Suxia Zhu

According to our database, Suxia Zhu authored at least 27 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Federated Chain Context Optimization for Long-Tailed Multi-Label Image Classification.

Libao Zhang, Suxia Zhu, Wenjie Yao, Guanglu Sun

IEEE Trans. Mob. Comput., June, 2026

FedERFT: Improving federated learning through feature-enriched regularization and post-aggregation fine-tuning.

Suxia Zhu, Chuanhua Qiu, Guanglu Sun

Knowl. Based Syst., 2026

CBiHCL: A collaborative bi-stream hierarchical contrastive learning for fault diagnosis under unseen working conditions.

Peng Wu, Suxia Zhu, Yongjun He, Bo Ding

Inf. Sci., 2026

Correcting bias and enhancing adaptation for reinforcement learning-based data valuation.

Yuqi Jiao, Guanglu Sun, Zhenhua Wang, Suxia Zhu

Inf. Sci., 2026

CITR: Context-driven implicit triple reasoning for joint multimodal entity-relation extraction.

Xinyu Liu, Guanglu Sun, Jing Jin, Fei Lang, Suxia Zhu

Inf. Process. Manag., 2026

MPCL: Multimodal prompt learning for continual relation extraction with type-aware inter-modality alignment.

Xinyu Liu, Guanglu Sun, Fei Lang, Suxia Zhu

Inf. Fusion, 2026

DP-HM2F: Data-driven LoRA with dual-projection representation for heterogeneous multimodal federated fine-tuning.

Yu Yang, Suxia Zhu, Guanglu Sun, Zian He, Xinyu Liu, Kai Zhou, Xiaojuan Cui

Expert Syst. Appl., 2026

DI-OOB: Leveraging data incompatibility to enhance out-of-bag estimate for data valuation.

Yuqi Jiao, Guanglu Sun, Zhenhua Wang, Baiyu Sun, Suxia Zhu

Expert Syst. Appl., 2026

A class-aware calibration and balanced consistency weighting framework for Federated Semi-Supervised Learning.

Suxia Zhu, Jifa Jin, Wenjie Yao, Guanglu Sun

Eng. Appl. Artif. Intell., 2026

Tackling data heterogeneity in federated learning through knowledge distillation with inequitable aggregation.

Xing Ma, Suxia Zhu, Chuanhua Qiu, Guanglu Sun

Eng. Appl. Artif. Intell., 2026

Parameter-efficient fine-tuning for no-reference image quality assessment: Empirical studies on vision transformer.

Guanglu Sun, Kaiwei Lei, Tianlin Li, Linsen Yu, Suxia Zhu

Displays, 2026

2025

FedRDA: Representation Deviation Alignment in Heterogeneous Federated Learning.

Wenjie Yao, Guanglu Sun, Suxia Zhu, Ruidong Wang, Xinzhong Zhu, Huiying Xu, Xiguang Wei

IEEE Trans. Ind. Informatics, November, 2025

Federated semi-supervised learning based on truncated Gaussian aggregation.

Suxia Zhu, Yunmeng Wang, Guanglu Sun

J. Supercomput., January, 2025

AHFL: A Resource-Adaptive Approach for Data-Heterogeneity-Aware Federated Learning.

Yu Yang, Suxia Zhu, Guanglu Sun, Wenwu Zheng

IEEE Internet Things J., 2025

FedLDR: Federated optimization with label distribution-aware representations.

Suxia Zhu, Yu Yang, Guanglu Sun

Neurocomputing, 2025

2024

Two-stage sampling with predicted distribution changes in federated semi-supervised learning.

Suxia Zhu, Xing Ma, Guanglu Sun

Knowl. Based Syst., 2024

OOB-CM: Enhancing OOB Estimate for Data Valuation via Curriculum Learning and Multi-round Voting.

Yuqi Jiao, Guanglu Sun, Zhenhua Wang, Jing Jin, Fei Lang, Suxia Zhu

Proceedings of the Green, Pervasive, and Cloud Computing - 19th International Conference, 2024

2023

Layer-Wise Personalized Federated Learning with Hypernetwork.

Suxia Zhu, Tianyu Liu, Guanglu Sun

Neural Process. Lett., December, 2023

2021

Movie Recommendation System for Educational Purposes Based on Field-Aware Factorization Machine.

Fei Lang, Lili Liang, Kai Huang, Teng Chen, Suxia Zhu

Mob. Networks Appl., 2021

2019

Tuning lock-based multicore program based on sliding windows to tolerate data race.

Suxia Zhu, Zhigang Chen, Guanglu Sun

J. Supercomput., 2019

2016

Traffic Collection and Analysis System.

Jinlai Liu, Haitao Wen, Xiangyu Hou, Guanglu Sun, Suxia Zhu

Proceedings of the Social Computing, 2016

2015

Set-Granular Regional Distributed Cooperative Caching.

Fengkai Yuan, Zhenzhou Ji, Suxia Zhu

IEEE Comput. Archit. Lett., 2015

2013

An efficient deterministic record-replay with separate dependencies.

Suxia Zhu, Zhenzhou Ji, Qing Wang

Comput. Electr. Eng., 2013

A Performance Study of Software Prefetching for Tracing Garbage Collectors.

Hao Wu, Zhenzhou Ji, Suxia Zhu, Zhigang Chen

Proceedings of the Advanced Parallel Processing Technologies, 2013

2012

CCTR: An efficient point-to-point memory race recorder implemented in chunks.

Suxia Zhu, Zhenzhou Ji, Tao Liu, Qing Wang

Microprocess. Microsystems, 2012

An Efficient Point-to-Point Deterministic Record-Replay Enhanced with Signatures.

Suxia Zhu, Zhenzhou Ji, Qing Wang, Hao Wu

Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

A Synchronization Aware Memory Race Recorder.

Suxia Zhu, Zhenzhou Ji, Zhigang Chen, Qing Wang, Hao Wu

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012