Yuchen Shi

According to our database, Yuchen Shi authored at least 34 papers between 2019 and 2025.

Collaborative distances:

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

2025

Exploiting explicit item-item correlations from knowledge graphs for enhanced sequential recommendation.

Yanlin Zhang, Yuchen Shi, Deqing Yang, Xiaodong Gu

Inf. Syst., 2025

2024

Mimic turbo compiled code structure for wireless communication systems.

Yuchen Shi, Shangdong Liu, Sisi Shao, Yimu Ji, Fei Wu, Tiansheng Gu, Yulu Zheng, Yijun Nie, Zongkai Ji, Cailing Sun, Zeng Chen, Yawei Sun

IET Commun., October, 2024

SAM: An Efficient Approach With Selective Aggregation of Models in Federated Learning.

Yuchen Shi, Pingyi Fan, Zheqi Zhu, Chenghui Peng, Fei Wang, Khaled B. Letaief

IEEE Internet Things J., June, 2024

A High-Precision, Low-Power Signal Demodulation System of Charge-Based Sensor Based on the Fusion of FPGA and AFE Circuits and Its Application in the Detection of Piezoelectric Accelerometers.

Jiawei Li, Yuchen Shi, Xuyang Wang, Haitao Wang, Xinyue Sun, Yichen Ren, Ergang Zhao, Jing Ji, Zhao Yue

IEEE Trans. Instrum. Meas., 2024

ISFL: Federated Learning for Non-i.i.d. Data With Local Importance Sampling.

Zheqi Zhu, Yuchen Shi, Pingyi Fan, Chenghui Peng, Khaled B. Letaief

IEEE Internet Things J., 2024

CoopASD: Cooperative Machine Anomalous Sound Detection with Privacy Concerns.

Anbai Jiang, Yuchen Shi, Pingyi Fan, Wei-Qiang Zhang, Jia Liu

CoRR, 2024

Subgoal-based Hierarchical Reinforcement Learning for Multi-Agent Collaboration.

Cheng Xu, Changtian Zhang, Yuchen Shi, Ran Wang, Shihong Duan, Yadong Wan, Xiaotong Zhang

CoRR, 2024

Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models.

Yulei Qin, Yuncheng Yang, Pengcheng Guo, Gang Li, Hang Shao, Yuchen Shi, Zihan Xu, Yun Gu, Ke Li, Xing Sun

CoRR, 2024

Dynamic Deep Factor Graph for Multi-Agent Reinforcement Learning.

Yuchen Shi, Shihong Duan, Cheng Xu, Ran Wang, Fangwen Ye, Chau Yuen

CoRR, 2024

P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models.

Guochao Jiang, Zepeng Ding, Yuchen Shi, Deqing Yang

CoRR, 2024

Highly reliable DHR-based polar compilation code communication method.

Yulu Zheng, Tiansheng Gu, Shangdong Liu, Sisi Shao, Qian Yang, Hongyu Du, Yuchen Shi, Yijun Nie, Zongkai Ji, Yimu Ji

Comput. Networks, 2024

FedNC: A Secure and Efficient Federated Learning Method with Network Coding.

Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Component Replacement Study of 3D Human Pose Estimation Models in Real-World Complex Sports Scenarios: Focusing on Head Impact Events.

Yuchen Shi, Nobutake Ozeki, Ryu Yoshida, Motoki Inaji, Kazuyoshi Yagishita, Yusuke Miyazaki

Proceedings of the 12th International Conference on Sport Sciences Research and Technology Support, 2024

SETE: Syntax-Enhanced Triplet Extraction with Semantic Consistency.

Yuchen Shi, Deqing Yang

Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

Towards Efficient Federated Learning Framework via Selective Aggregation of Models.

Yuchen Shi, Pingyi Fan, Zheqi Zhu, Chenghui Peng, Fei Wang, Khaled B. Letaief

Proceedings of the IEEE International Conference on Communications Workshops, 2024

Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency.

Yuchen Shi, Deqing Yang, Jingping Liu, Yanghua Xiao, Zongyu Wang, Huimin Xu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

ToNER: Type-oriented Named Entity Recognition with Generative Language Model.

Guochao Jiang, Ziqin Luo, Yuchen Shi, Dixuan Wang, Jiaqing Liang, Deqing Yang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction.

Yuchen Shi, Guochao Jiang, Tian Qiu, Deqing Yang

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

2023

CL-Impute: A contrastive learning-based imputation for dropout single-cell RNA-seq data.

Yuchen Shi, Jian Wan, Xin Zhang, Yuyu Yin

Comput. Biol. Medicine, September, 2023

Gaussian Condensation Filter Based on Cooperative Constrained Particle Flow.

Ran Wang, Cheng Xu, Hang Wu, Yuchen Shi, Shihong Duan, Xiaotong Zhang

IEEE Internet Things J., August, 2023

Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design.

Zheqi Zhu, Yuchen Shi, Gangtao Xin, Chenghui Peng, Pingyi Fan, Khaled B. Letaief

Entropy, August, 2023

CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem.

Yuchen Shi, Congying Han, Tiande Guo

CoRR, 2023

FedNC: A Secure and Efficient Federated Learning Method Inspired by Network Coding.

Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng

CoRR, 2023

An Underwater Target Wake Detection in Multi-Source Images Based on Improved YOLOv5.

Yuchen Shi

IEEE Access, 2023

FedLP: Layer-Wise Pruning Mechanism for Communication-Computation Efficient Federated Learning.

Zheqi Zhu, Yuchen Shi, Jiajun Luo, Fei Wang, Chenghui Peng, Pingyi Fan, Khaled B. Letaief

Proceedings of the IEEE International Conference on Communications, 2023

2022

Uncertainty-Constrained Belief Propagation for Cooperative Target Tracking.

Cheng Xu, Yuchen Shi, Jiawang Wan, Shihong Duan

IEEE Internet Things J., 2022

NeuroPrim: An Attention-based Model for Solving NP-hard Spanning Tree Problems.

Yuchen Shi, Congying Han, Tiande Guo

CoRR, 2022

Improving Information Cascade Modeling by Social Topology and Dual Role User Dependency.

Baichuan Liu, Deqing Yang, Yuchen Shi, Yueyi Wang

Proceedings of the Database Systems for Advanced Applications, 2022

2021

Adversarial joint training with self-attention mechanism for robust end-to-end speech recognition.

Lujun Li, Yikai Kang, Yuchen Shi, Ludwig Kürzinger, Tobias Watzel, Gerhard Rigoll

EURASIP J. Audio Speech Music. Process., 2021

MIM-CS: Message Importance Measure for Compressed Sensing.

Yuchen Shi, Pingyi Fan, Zheqi Zhu, Khaled B. Letaief

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

2020

A novel reconstruction approach combining OSEM and split Bregman method for low dose CT.

Jinhua Sheng, Bin Chen, Yangjie Ma, Yuchen Shi

Biomed. Signal Process. Control., 2020

Reduce False-Positive Rate by Active Learning for Automatic Polyp Detection in Colonoscopy Videos.

Zhe Guo, Ruiyao Zhang, Qin Li, Xinkai Liu, Daiki Nemoto, Kazutomo Togashi, S. M. Isuru Niroshana, Yuchen Shi, Xin Zhu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Phase I Analysis of Hidden Operating Status for Wind Turbine.

Yuchen Shi, Nan Chen

Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

Tissue Recognition in Spinal Endoscopic Surgery Using Deep Learning.

Peng Cui, Zhe Guo, Jianbo Xu, Tianhui Li, Yuchen Shi, Wenxi Chen, Tao Shu, Jun Lei

Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019