Chengfei Lyu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Client Server Databases

Top Venues

ACM Comput. Surv.

Publications

Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen
Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions. KDD (2024)
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Shaojie Tang, Qinya Li, Fan Wu, Chengfei Lyu, Yanghe Feng, Guihai Chen
Federated Optimization Under Intermittent Client Availability. INFORMS J. Comput. 36 (1) (2024)
Yufei Zhu, Chaoyue Niu, Yikai Yan, Zhijie Cao, Hao Jiang, Chengfei Lyu, Shaojie Tang, Fan Wu
Device-Unimodal Cloud-Multimodal Collaboration for Livestreaming Content Understanding. ICDM (2023)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models. CoRR (2023)
Yikai Yan, Chaoyue Niu, Renjie Gu, Fan Wu, Shaojie Tang, Lifeng Hua, Chengfei Lyu, Guihai Chen
On-Device Learning for Model Personalization with Large-Scale Cloud-Coordinated Domain Adaption. KDD (2022)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen
On-Device Model Fine-Tuning with Label Correction in Recommender Systems. CoRR (2022)
Renjie Gu, Chaoyue Niu, Yikai Yan, Fan Wu, Shaojie Tang, Rongfeng Jia, Chengfei Lyu, Guihai Chen
On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems. CoRR (2022)
Yikai Yan, Chaoyue Niu, Fan Wu, Qinya Li, Shaojie Tang, Chengfei Lyu, Guihai Chen
One-Time Model Adaptation to Heterogeneous Clients: An Intra-Client and Inter-Image Attention Design. CoRR (2022)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Yanghe Feng, Guihai Chen
Federated Submodel Optimization for Hot and Cold Data Features. NeurIPS (2022)
Renjie Gu, Chaoyue Niu, Fan Wu, Guihai Chen, Chun Hu, Chengfei Lyu, Zhihua Wu
From Server-Based to Client-Based Machine Learning: A Comprehensive Survey. ACM Comput. Surv. 54 (1) (2021)
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lyu, Fan Wu, Guihai Chen
Toward Understanding the Influence of Individual Clients in Federated Learning. AAAI (2021)
Xiaotang Jiang, Huan Wang, Yiliu Chen, Ziqi Wu, Lichuan Wang, Bin Zou, Yafeng Yang, Zongyang Cui, Yu Cai, Tianhang Yu, Chengfei Lyu, Zhihua Wu
MNN: A Universal and Efficient Inference Engine. MLSys (2020)