The estimation of weighted solution convex polyhedron in SMT problem. - Zhenhui Xu; Yuting Yang 002; Nan Jiang; Chunxu Zhang; Pei Huang 010 (CCIS, 2016)

Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks. - Chunxu Zhang; Jiaxu Cui; Bo Yang 002 (CoRR, 2019)

Curvature Regularization to Prevent Distortion in Graph Embedding. - Hongbin Pei; Bingzhe Wei; Kevin Chang 001; Chunxu Zhang; Bo Yang 002 (NeurIPS, 2020)

A novel framework of graph Bayesian optimization and its applications to real-world network analysis. - Jiaxu Cui; Qi Tan; Chunxu Zhang; Bo Yang 002 (Expert Syst. Appl., 2021)

Global Contextual Dependency Network for Object Detection. - Junda Li; Chunxu Zhang; Bo Yang 002 (Future Internet, 2022)

AutoSTL: Automated Spatio-Temporal Multi-Task Learning. - Zijian Zhang 009; Xiangyu Zhao 001; Hao Miao 001; Chunxu Zhang; Hongwei Zhao; Junbo Zhang 004 (AAAI, 2023)

PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. - Zijian Zhang 009; Xiangyu Zhao 001; Qidong Liu 002; Chunxu Zhang; Qian Ma 012; Wanyu Wang; Hongwei Zhao; Yiqi Wang 001; Zitao Liu 001 (CIKM, 2023)

Dual Personalization on Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Peng Yan 002; Zijian Zhang 009; Chengqi Zhang; Bo Yang 002 (IJCAI, 2023)

Multi-head Variational Graph Autoencoder Constrained by Sum-product Networks. - Riting Xia; Yan Zhang 052; Chunxu Zhang; Xueyan Liu 001; Bo Yang 002 (WWW, 2023)

Graph-guided Personalization for Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Peng Yan 002; Zijian Zhang 009; Bo Yang 002 (CoRR, 2023)

IFedRec: Item-Guided Federated Aggregation for Cold-Start. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Xiangyu Zhao 001; Zijian Zhang 009; Bo Yang 002 (CoRR, 2023)

BO-Aug: learning data augmentation policies via Bayesian optimization. - Chunxu Zhang; Ximing Li; Zijian Zhang 009; Jiaxu Cui; Bo Yang 002 (Appl. Intell., 2023)

Decoupling Optimization of the Three-Coil Coupler for IPT System Featuring High Efficiency and Misalignment Tolerance. - Chunxu Zhang; Yousu Yao; Yijie Wang 002 (IEEE Trans. Ind. Electron., 2023)

PC-IEN: a click-through rate prediction method based on dynamic collaborative personalized interest extraction. - Chengai Sun; Caixia Jing; Liqing Qiu; Qingyu Yang; Chunxu Zhang (Artif. Intell. Rev., 2023)

ShuffleTrans: Patch-wise weight shuffle for transparent object segmentation. - Boxiang Zhang; Zunran Wang; Yonggen Ling; Yuanyuan Guan; Shenghao Zhang; Wenhui Li 002; Lei Wei 002; Chunxu Zhang (Neural Networks, 2023)

LaenNet: Learning robust GCNs by propagating labels. - Chunxu Zhang; Ximing Li; Hongbin Pei; Zijian Zhang 009; Bing Liu; Bo Yang 002 (Neural Networks, 2023)

Efficient and Robust Regularized Federated Recommendation. - Langming Liu; Wanyu Wang; Xiangyu Zhao 001; Zijian Zhang 009; Chunxu Zhang; Shanru Lin; Yiqi Wang 001; Lixin Zou; Zitao Liu 001; Xuetao Wei; Hongzhi Yin; Qing Li 001 (CIKM, 2024)

Federated Adaptation for Foundation Model-based Recommendations. - Chunxu Zhang; Guodong Long; Hongkuan Guo; Xiao Fang; Yang Song; Zhaojie Liu; Guorui Zhou; Zijian Zhang 009; Yang Liu 165; Bo Yang 002 (IJCAI, 2024)

GPFedRec: Graph-Guided Personalization for Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Zijian Zhang 009; Peng Yan 002; Bo Yang 002 (KDD, 2024)

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. - Zijian Zhang 009; Shuchang Liu 001; Jiaao Yu; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Ziru Liu; Qidong Liu 002; Hongwei Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (SIGIR, 2024)

When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Zijian Zhang 009; Peng Yan 002; Bo Yang 002 (WWW, 2024)

A novel graph oversampling framework for node classification in class-imbalanced graphs. - Riting Xia; Chunxu Zhang; Yan Zhang 052; Xueyan Liu 001; Bo Yang 002 (Sci. China Inf. Sci., 2024)

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. - Zijian Zhang 009; Shuchang Liu 001; Jiaao Yu; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Ziru Liu; Qidong Liu 002; Hongwei Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (CoRR, 2024)

Attribute imputation autoencoders for attribute-missing graphs. - Riting Xia; Chunxu Zhang; Anchen Li; Xueyan Liu 001; Bo Yang 002 (Knowl. Based Syst., 2024)

LLM-Powered User Simulator for Recommender System. - Zijian Zhang 009; Shuchang Liu 001; Ziru Liu; Rui Zhong; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Qidong Liu 002; Peng Jiang 002 (AAAI, 2025)

Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. - Chunxu Zhang; Guodong Long; Hongkuan Guo; Zhaojie Liu; Guorui Zhou; Zijian Zhang 009; Yang Liu 165; Bo Yang 002 (AAAI, 2025)

Distilling A Universal Expert from Clustered Federated Learning. - Zeqi Leng; Chunxu Zhang; Guodong Long; Riting Xia; Bo Yang 002 (IJCAI, 2025)

A Tutorial of Personalized Federated Recommender Systems: Recent Advances and Future Directions. - Jing Jiang 002; Chunxu Zhang; Honglei Zhang 002; Zhiwei Li 007; Yidong Li; Bo Yang 002 (WWW (Companion Volume), 2025)

Incomplete graph learning: A comprehensive survey. - Riting Xia; Huibo Liu; Anchen Li; Xueyan Liu 001; Yan Zhang 052; Chunxu Zhang; Bo Yang 002 (Neural Networks, 2025)

Personalized Recommendation Models in Federated Settings: A Survey. - Chunxu Zhang; Guodong Long; Zijian Zhang 009; Zhiwei Li 007; Honglei Zhang 002; Qiang Yang 001; Bo Yang 002 (CoRR, 2025)

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition. - Jundong Chen 003; Honglei Zhang 002; Haoxuan Li 001; Chunxu Zhang; Zhiwei Li 007; Yidong Li (CoRR, 2025)

Learn to Preserve Personality: Federated Foundation Models in Recommendations. - Zhiwei Li 007; Guodong Long; Chunxu Zhang; Honglei Zhang 002; Jing Jiang 002; Chengqi Zhang (CoRR, 2025)

Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach. - Jundong Chen 003; Honglei Zhang 002; Chunxu Zhang; Fangyuan Luo; Yidong Li (CoRR, 2025)

Multimodal-enhanced Federated Recommendation: A Group-wise Fusion Approach. - Chunxu Zhang; Weipeng Zhang; Guodong Long; Zhiheng Xue; Riting Xia; Bo Yang 002 (CoRR, 2025)