A Variational Approach to Personalized Federated Learning and Its Improvement - Huiwen Wu; Shuo Zhang (Knowledge Management and Acquisition for Intelligent Systems - 20th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2024, Kyoto, Japan, November 18-19, 2024, Proceedings, 2024)

Fast and Robust Differential Private Stochastic Gradient Descent with Preconditioner - Huiwen Wu (Knowledge Management and Acquisition for Intelligent Systems - 20th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2024, Kyoto, Japan, November 18-19, 2024, Proceedings, 2024)

FedScale: A Federated Unlearning Method Mimicking Human Forgetting Processes - Wenshu Huang; Huiwen Wu; Liming Fang; Lu Zhou (Wireless Artificial Intelligent Computing Systems and Applications - 18th International Conference, WASA 2024, Qindao, China, June 21-23, 2024, Proceedings, Part I, 2024)

On the Relative Completeness of Satisfaction-based Quantum Hoare Logic - Xin Sun; Xingchi Su; Xiaoning Bian; Huiwen Wu (CoRR, 2024)

CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models - Huiwen Wu; Xiaohan Li; Deyi Zhang; Xiaogang Xu; Jiafei Wu; Puning Zhao; Zhe Liu (CoRR, 2024)

Enhancing Learning with Label Differential Privacy by Vector Approximation - Puning Zhao; Rongfei Fan; Huiwen Wu; Qingming Li; Jiafei Wu; Zhe Liu (CoRR, 2024)

Learning with User-Level Local Differential Privacy - Puning Zhao; Li Shen; Rongfei Fan; Qingming Li; Huiwen Wu; Jiafei Wu; Zhe Liu (CoRR, 2024)

Contextual Bandits for Unbounded Context Distributions - Puning Zhao; Jiafei Wu; Zhe Liu; Huiwen Wu (CoRR, 2024)

Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning - Huiwen Wu; Xiaohan Li; Xiaogang Xu; Jiafei Wu; Deyi Zhang; Zhe Liu (CoRR, 2024)

DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately - Huiwen Wu; Deyi Zhang; Xiaohan Li; Xiaogang Xu; Jiafei Wu; Zhe Liu (CoRR, 2024)

Powerful Encoding and Decoding Computation of Reservoir Computing - Weian Li; Huiwen Wu; Dongping Yang (Intelligent Robotics and Applications - 16th International Conference, ICIRA 2023, Hangzhou, China, July 5-7, 2023, Proceedings, Part I, 2023)

Automatic Microservice Orchestration and Deployment Method Based On the Modular Type Package for Industrial Edge Applications - Jiale Kang; Xiao Wu; Huiwen Wu; Dali Yang; Wenbin Dai (32nd IEEE International Symposium on Industrial Electronics, ISIE 2023, Helsinki, Finland, June 19-21, 2023, 2023)

Automatic Code Generation for Modular Discrete Manufacturing Systems based on ISA 88 and Module Type Package - Huiwen Wu; Yingyue Zhang; Wenbin Dai (IEEE International Conference on Industrial Technology, ICIT 2022, Shanghai, China, August 22-25, 2022, 2022)

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification - Chaochao Chen; Jun Zhou; Longfei Zheng; Huiwen Wu; Lingjuan Lyu; Jia Wu; Bingzhe Wu; Ziqi Liu; Li Wang; Xiaolin Zheng (Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, 2022)

Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation - Chaochao Chen; Huiwen Wu; Jiajie Su; Lingjuan Lyu; Xiaolin Zheng; Li Wang (WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022, 2022)

Integrated routing for a vehicle-robot pickup and delivery system with time constraints - Yongjian Li; Yan Chen; Gaicong Guo; Huiwen Wu; Zhao Yuan (CoRR, 2022)

Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation - Chaochao Chen; Huiwen Wu; Jiajie Su; Lingjuan Lyu; Xiaolin Zheng; Li Wang (CoRR, 2022)

Randomized Fast Subspace Descent Methods - Long Chen; Xiaozhe Hu; Huiwen Wu (CoRR, 2020)

A Theoretical Perspective on Differentially Private Federated Multi-task Learning - Huiwen Wu; Cen Chen; Li Wang (CoRR, 2020)

Beam Search Assisted User Scheduling for mmWave Hybrid Beamforming Systems - Yu Chen; Huiwen Wu; Danpu Liu (Computing, Communications and IoT Applications, ComComAp 2019, Shenzhen, China, October 26-28, 2019, 2019)

Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification - Huiwen Wu; Dimitrios Gunopulos (Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 9-12 December 2002, Maebashi City, Japan, 2002)