Chengyi Yang

According to our database, Chengyi Yang authored at least 26 papers between 2013 and 2024.

Collaborative distances:

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

2024

WTDP-Shapley: Efficient and Effective Incentive Mechanism in Federated Learning for Intelligent Safety Inspection.

Chengyi Yang, Jia Liu, Hao Sun, Tongzhi Li, Zengxiang Li

IEEE Trans. Big Data, December, 2024

Rethinking self-supervised learning for time series forecasting: A temporal perspective.

Shubao Zhao, Xinxing Zhou, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang, Yanlong Wen, Xiaojie Yuan

Knowl. Based Syst., 2024

EffiCANet: Efficient Time Series Forecasting with Convolutional Attention.

Xinxing Zhou, Jiaqi Ye, Shubao Zhao, Ming Jin, Chengyi Yang, Yanlong Wen, Xiaojie Yuan

CoRR, 2024

Towards Universal Large-Scale Foundational Model for Natural Gas Demand Forecasting.

Xinxing Zhou, Jiaqi Ye, Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan

CoRR, 2024

HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting.

Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang

CoRR, 2024

DP-GSGLD: A Bayesian optimizer inspired by differential privacy defending against privacy leakage in federated learning.

Chengyi Yang, Kun Jia, Deli Kong, Jiayin Qi, Aimin Zhou

Comput. Secur., 2024

Federated Learning in Large Model Era: Vision-Language Model for Smart City Safety Operation Management.

Zengxiang Li, Zhaoxiang Hou, Hui Liu, Tongzhi Li, Chengyi Yang, Ying Wang, Chao Shi, Longfei Xie, Weishan Zhang, Liang Xu, Zelei Liu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Generating Prompts in Latent Space for Rehearsal-free Continual Learning.

Chengyi Yang, Wentao Liu, Shisong Chen, Jiayin Qi, Aimin Zhou

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

Introducing Common Null Space of Gradients for Gradient Projection Methods in Continual Learning.

Chengyi Yang, Mingda Dong, Xiaoyue Zhang, Jiayin Qi, Aimin Zhou

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

The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Foundation Models.

Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu, Xiaoxiao Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting.

Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Qingsong Wen, Yi Wang

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

Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing.

Hao Yue, Shaopeng Lai, Chengyi Yang, Liang Zhang, Junfeng Yao, Jinsong Su

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal.

Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Wasserstein Differential Privacy.

Chengyi Yang, Jiayin Qi, Aimin Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation.

Hao Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models.

Zengxiang Li, Zhaoxiang Hou, Hui Liu, Ying Wang, Tongzhi Li, Longfei Xie, Chao Shi, Chengyi Yang, Weishan Zhang, Zelei Liu, Liang Xu

CoRR, 2023

The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers.

Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu

CoRR, 2023

Hierarchical Federated Learning Incentivization for Gas Usage Estimation.

Has Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu

CoRR, 2023

A Fully Digital Implementation of A Reward-Modulated STDP Synapse.

Chengyi Yang, Kainang Wang, Aili Wang

Proceedings of the 5th International Conference on Robotics, 2023

Factory Environmental Monitoring System based on Zigbee Technology and Multi-sensor Data Fusion.

Lu Feng, Wugang Lai, Chengyi Yang, Jianan Li, Biyun Yang

Proceedings of the 12th International Conference on Networks, Communication and Computing, 2023

SWATM: Contribution-Aware Adaptive Federated Learning Framework Based on Augmented Shapley Values.

Chengyi Yang, Zhaoxiang Hou, Sheng Guo, Hui Chen, Zengxiang Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout.

Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

SAGN: Semantic Adaptive Graph Network for Skeleton-Based Human Action Recognition.

Ziwang Fu, Feng Liu, Jiahao Zhang, Hanyang Wang, Chengyi Yang, Qing Xu, Jiayin Qi, Xiangling Fu, Aimin Zhou

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

An Energy-aware Approach with Spectrum Detection in Wireless Sensor Networks.

Chengyi Yang, Feng Liu, Siyuan Shen, Jiayin Qi

Proceedings of the 19th IEEE International Conference on Embedded and Ubiquitous Computing, 2021

2019

A local expansion propagation algorithm for social link identification.

Yuxiang Zhang, Jiamei Fu, Chengyi Yang, Chunjing Xiao

Knowl. Inf. Syst., 2019

2013

Estimation of in-tube oil film thickness using electrical capacitance tomography.

Ziqiang Cui, Huaxiang Wang, Chengyi Yang, Yanbin Xu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013