Qian Chen

According to our database, Qian Chen authored at least 29 papers between 2011 and 2025.

Collaborative distances:

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

2025

Ten Challenging Problems in Federated Foundation Models.

Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang

IEEE Trans. Knowl. Data Eng., July, 2025

FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare.

Penghao Wang, Qian Chen, Teng Zhang, Yingwei Zhang, Wang Lu, Yiqiang Chen

CoRR, April, 2025

FINE: LLM Prompt Tuning Fused with Internal and External Knowledge for EAE.

Xin Guo, Le Zhang, Qian Chen, Suge Wang, Jian Liao, Jianxing Zheng

Proceedings of the International Joint Conference on Neural Networks, 2025

CARE: Contextual Residual and soft Encoding Relation Extraction for clinical medicine.

Xin Guo, Kaifei Li, Qian Chen, Suge Wang, Jian Liao, Yang Gu

Proceedings of the International Joint Conference on Neural Networks, 2025

FairFHTL: Achieving Task-Agnostic Fairness in Federated Hetero-Task Learning.

Teng Zhang, Yiqiang Chen, Xinlong Jiang, Wuliang Huang, Qian Chen, Chenlong Gao, Zhirui Wang, Bingjie Yan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction.

Yuxuan Feng, Qian Chen, Qianyou Wu, Xin Guo, Suge Wang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching.

Qian Chen, Yiqiang Chen, Xinlong Jiang, Teng Zhang, Weiwei Dai, Wuliang Huang, Bingjie Yan, Zhen Yan, Wang Lu, Bo Ye

IEEE Trans. Knowl. Data Eng., December, 2024

GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion.

Wuliang Huang, Yiqiang Chen, Xinlong Jiang, Teng Zhang, Qian Chen

ACM Trans. Multim. Comput. Commun. Appl., February, 2024

A dynamic adaptive multi-view fusion graph convolutional network recommendation model with dilated mask convolution mechanism.

Jian Liao, Feng Liu, Jianxing Zheng, Suge Wang, Deyu Li, Qian Chen

Inf. Sci., February, 2024

FedEYE: A scalable and flexible end-to-end federated learning platform for ophthalmology.

Bingjie Yan, Danmin Cao, Xinlong Jiang, Yiqiang Chen, Weiwei Dai, Fan Dong, Wuliang Huang, Teng Zhang, Chenlong Gao, Qian Chen, Zhen Yan, Zhirui Wang

Patterns, 2024

Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application.

Chuanpeng Yang, Wang Lu, Yao Zhu, Yidong Wang, Qian Chen, Chenlong Gao, Bingjie Yan, Yiqiang Chen

CoRR, 2024

Correlation-Driven Multi-Modality Graph Decomposition for Cross-Subject Emotion Recognition.

Wuliang Huang, Yiqiang Chen, Xinlong Jiang, Chenlong Gao, Qian Chen, Teng Zhang, Bingjie Yan, Yifan Wang, Jianrong Yang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare.

Qian Chen, Yiqiang Chen, Bingjie Yan, Xinlong Jiang, Xiaojin Zhang, Yan Kang, Teng Zhang, Wuliang Huang, Chenlong Gao, Lixin Fan, Qiang Yang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Buffalo: Biomedical Vision-Language Understanding with Cross-Modal Prototype and Federated Foundation Model Collaboration.

Bingjie Yan, Qian Chen, Yiqiang Chen, Xinlong Jiang, Wuliang Huang, Bingyu Wang, Zhirui Wang, Chenlong Gao, Teng Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

UbiMeta: A Ubiquitous Operating System Model for Metaverse.

Yiqiang Chen, Wuliang Huang, Xinlong Jiang, Teng Zhang, Yi Wang, Bingjie Yan, Zhirui Wang, Qian Chen, Yunbing Xing, Dong Li, Guodong Long

Int. J. Crowd Sci., 2023

Multi-head attention based candidate segment selection in QA over hybrid data.

Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang

Intell. Data Anal., 2023

Differentially Private Pre-Trained Model Fusion using Decentralized Federated Graph Matching.

Qian Chen, Yiqiang Chen, Xinlong Jiang, Teng Zhang, Weiwei Dai, Wuliang Huang, Zhen Yan, Bo Ye

CoRR, 2023

Heterogeneous Graph Interaction based Event Extraction with Attentional Position Embeddings.

Xin Guo, Xuejing Wang, Qian Chen, Suge Wang, Jianxing Zheng, Jian Liao, Hui Liu

Proceedings of the International Joint Conference on Neural Networks, 2023

FedTAM: Decentralized Federated Learning with a Feature Attention Based Multi-teacher Knowledge Distillation for Healthcare.

Tingting Mou, Xinlong Jiang, Jie Li, Bingjie Yan, Qian Chen, Teng Zhang, Wuliang Huang, Chenlong Gao, Yiqiang Chen

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2022

Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases.

Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang

Proceedings of the Natural Language Processing and Chinese Computing, 2022

2020

Multi-way matching based fine-grained sentiment analysis for user reviews.

Xin Guo, Geng Zhang, Suge Wang, Qian Chen

Neural Comput. Appl., 2020

Incorporating spatial association into statistical classifiers: local pattern-based prior tuning.

Hexiang Bai, Feng Cao, Peter M. Atkinson, Qian Chen, Jinfeng Wang, Yong Ge

Int. J. Geogr. Inf. Sci., 2020

2017

Semantic-based topic detection using Markov decision processes.

Qian Chen, Xin Guo, Hexiang Bai

Neurocomputing, 2017

2016

Word Sense Disambiguation Using Context Translation.

Zhizhuo Yang, Hu Zhang, Qian Chen, Hongye Tan

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

2014

Research on Online Topic Evolutionary Pattern Mining in Text Streams.

Qian Chen, Zhiguo Gui, Xin Guo

J. Multim., 2014

2013

LDA-based online topic detection using tensor factorization.

Xin Guo, Yang Xiang, Qian Chen, Zhenhua Huang, Yongtao Hao

J. Inf. Sci., 2013

A novel algebra to articulate feature in text dimension reduction.

Xin Guo, Yang Xiang, Qian Chen

Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2011

Evaluating Quality of Chinese Product Reviews Based on Fuzzy Logic.

Wei Wei, Yang Xiang, Qian Chen, Xin Guo

Proceedings of the Emerging Research in Web Information Systems and Mining, 2011

A vector space model approach to social relation extraction from text corpus.

Xin Guo, Yang Xiang, Qian Chen

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011