| 2026 | KDD | Automated Annotation of Privacy Information in User Interactions with Large Language Models. | Hang Zeng, Xiangyu Liu, Yong Hu, Chaoyue Niu, Fan Wu, Shaojie Tang, Guihai Chen |
| 2025 | CIKM | Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers. | Hang Zeng, Chaoyue Niu, Fan Wu, Chengfei Lv, Guihai Chen |
| 2025 | ICCV | Adaptive Routing of Text-to-Image Generation Requests between Large Cloud Model and Light-Weight Edge Model. | Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen |
| 2025 | KDD | Personalized Language Model Learning on Text Data Without User Identifiers. | Yucheng Ding, Yangwenjian Tan, Xiangyu Liu, Chaoyue Niu, Fandong Meng, Jie Zhou, Ning Liu, Fan Wu, Guihai Chen |
| 2025 | MASS | Real-Time Drone Flight Height Decision for 3D Building Reconstruction with NeRF. | Shenghao Jia, Chaoyue Niu, Fan Wu |
| 2025 | SiggraphA | HRM^2Avatar: High-Fidelity Real-Time Mobile Avatars from Monocular Phone Scans. | Chao Shi, Shenghao Jia, Jinhui Liu, Yong Zhang, Liangchao Zhu, Zhonglei Yang, Jinze Ma, Chaoyue Niu, Chengfei Lv |
| 2024 | ACML | Adapting the Attention of Cloud-Based Recognition Model to Client-Side Images without Local Re-Training. | Yangwenjian Tan, Yikai Yan, Chaoyue Niu |
| 2024 | CVPR | MPOD123: One Image to 3D Content Generation Using Mask-Enhanced Progressive Outline-to-Detail Optimization. | Jimin Xu, Tianbao Wang, Tao Jin, Shengyu Zhang, Dongjie Fu, Zhe Wang, Jiangjing Lyu, Chengfei Lv, Chaoyue Niu, Zhou Yu, Zhou Zhao, Fei Wu |
| 2024 | EMNLP | BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks. | Hang Zeng, Chaoyue Niu, Fan Wu, Shaojie Tang, Leihao Pei, Chengfei Lv, Guihai Chen |
| 2024 | HPCC | Picking Models for Heterogeneous Clients: A Server-Client Feature Contrastive Learning Design. | Jialiang Wang, Chaoyue Niu, Fan Wu |
| 2024 | INDIN | Pixel-based Hole Quality Evaluation in Robot Drilling Manufacturing Process. | Chaoyue Niu, Bin Chen, Erica Smith, Robert Bramley, Pete Crawforth, Mahdi Mahfouf, Visakan Kadirkamanathan |
| 2024 | KDD | Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions. | Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen |
| 2024 | MOBICOM | An End-to-End, Low-Cost, and High-Fidelity 3D Video Pipeline for Mobile Devices. | Tiancheng Fang, Chaoyue Niu, Yujie Sun, Chengfei Lv, Xiaotang Jiang, Ben Xue, Fan Wu, Guihai Chen |
| 2023 | ICDE | KVSAgg: Secure Aggregation of Distributed Key-Value Sets. | Yuhan Wu, Siyuan Dong, Yi Zhou, Yikai Zhao, Fangcheng Fu, Tong Yang, Chaoyue Niu, Fan Wu, Bin Cui |
| 2023 | ICDM | Device-Unimodal Cloud-Multimodal Collaboration for Livestreaming Content Understanding. | Yufei Zhu, Chaoyue Niu, Yikai Yan, Zhijie Cao, Hao Jiang, Chengfei Lyu, Shaojie Tang, Fan Wu |
| 2022 | KDD | On-Device Learning for Model Personalization with Large-Scale Cloud-Coordinated Domain Adaption. | Yikai Yan, Chaoyue Niu, Renjie Gu, Fan Wu, Shaojie Tang, Lifeng Hua, Chengfei Lyu, Guihai Chen |
| 2022 | OSDI | Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. | Chengfei Lv, Chaoyue Niu, Renjie Gu, Xiaotang Jiang, Zhaode Wang, Bin Liu, Ziqi Wu, Qiulin Yao, Congyu Huang, Panos Huang, Tao Huang, Hui Shu, Jinde Song, Bin Zou, Peng Lan, Guohuan Xu, Fei Wu, Shaojie Tang, Fan Wu, Guihai Chen |
| 2021 | AAAI | Toward Understanding the Influence of Individual Clients in Federated Learning. | Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lyu, Fan Wu, Guihai Chen |
| 2020 | ICDE | Online Pricing with Reserve Price Constraint for Personal Data Markets. | Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen |
| 2020 | IROS | Low-viewpoint forest depth dataset for sparse rover swarms. | Chaoyue Niu, Danesh Tarapore, Klaus-Peter Zauner |
| 2020 | MOBICOM | Billion-scale federated learning on mobile clients: a submodel design with tunable privacy. | Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen |
| 2019 | INFOCOM | Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy. | Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Xiaofeng Gao, Fan Wu |
| 2018 | KDD | Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data. | Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen |
| 2017 | ICDE | Trading Data in Good Faith: Integrating Truthfulness and Privacy Preservation in Data Markets. | Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2015 | GLOBECOM | An Efficient, Privacy-Preserving, and Verifiable Online Auction Mechanism for Ad Exchanges. | Minping Zhou, Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Guihai Chen |