MNN: A Universal and Efficient Inference Engine. - Xiaotang Jiang; Huan Wang; Yiliu Chen; Ziqi Wu; Lichuan Wang; Bin Zou; Yafeng Yang; Zongyang Cui; Yu Cai; Tianhang Yu; Chengfei Lyu; Zhihua Wu (MLSys, 2020)

Toward Understanding the Influence of Individual Clients in Federated Learning. - Yihao Xue; Chaoyue Niu; Zhenzhe Zheng; Shaojie Tang 001; Chengfei Lyu; Fan Wu 006; Guihai Chen (AAAI, 2021)

On-Device Learning for Model Personalization with Large-Scale Cloud-Coordinated Domain Adaption. - Yikai Yan; Chaoyue Niu; Renjie Gu; Fan Wu 006; Shaojie Tang 001; Lifeng Hua; Chengfei Lyu; Guihai Chen (KDD, 2022)

Federated Submodel Optimization for Hot and Cold Data Features. - Yucheng Ding; Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Chengfei Lyu; Yanghe Feng; Guihai Chen (NeurIPS, 2022)

On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems. - Renjie Gu; Chaoyue Niu; Yikai Yan; Fan Wu 006; Shaojie Tang 001; Rongfeng Jia; Chengfei Lyu; Guihai Chen (CoRR, 2022)

On-Device Model Fine-Tuning with Label Correction in Recommender Systems. - Yucheng Ding; Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Chengfei Lyu; Guihai Chen (CoRR, 2022)

One-Time Model Adaptation to Heterogeneous Clients: An Intra-Client and Inter-Image Attention Design. - Yikai Yan; Chaoyue Niu; Fan Wu 006; Qinya Li; Shaojie Tang 001; Chengfei Lyu; Guihai Chen (CoRR, 2022)

From Server-Based to Client-Based Machine Learning: A Comprehensive Survey. - Renjie Gu; Chaoyue Niu; Fan Wu 006; Guihai Chen; Chun Hu; Chengfei Lyu; Zhihua Wu (ACM Comput. Surv., 2022)

Device-Unimodal Cloud-Multimodal Collaboration for Livestreaming Content Understanding. - Yufei Zhu; Chaoyue Niu; Yikai Yan; Zhijie Cao; Hao Jiang; Chengfei Lyu; Shaojie Tang 001; Fan Wu 006 (ICDM, 2023)

DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models. - Yucheng Ding; Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Chengfei Lyu; Guihai Chen (CoRR, 2023)

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection. - Xiang Chen 016; Duanzheng Song; Honghao Gui; Chenxi Wang; Ningyu Zhang 001; Yong Jiang 001; Fei Huang 002; Chengfei Lyu; Dan Zhang; Huajun Chen (IJCAI, 2024)

Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions. - Yucheng Ding; Chaoyue Niu; Fan Wu 006; Shaojie Tang 001; Chengfei Lyu; Guihai Chen (KDD, 2024)

Federated Optimization Under Intermittent Client Availability. - Yikai Yan; Chaoyue Niu; Yucheng Ding; Zhenzhe Zheng; Shaojie Tang 001; Qinya Li; Fan Wu 006; Chengfei Lyu; Yanghe Feng; Guihai Chen (INFORMS J. Comput., 2024)

Dens3R: A Foundation Model for 3D Geometry Prediction. - Xianze Fang; Jingnan Gao; Zhe Wang; Zhuo Chen; Xingyu Ren; Jiangjing Lyu; Qiaomu Ren; Zhonglei Yang; Xiaokang Yang 001; Yichao Yan; Chengfei Lyu (CoRR, 2025)