[KDD'24] Zhen Wu, Jingya Zhou, Jinghui Zhang, Ling Liu, Chizhou Huang, A Deep Popularity Prediction Framework for Multi-Source Information via Heterogeneous GNN, KDD '24, 30th SIGKDD Conference on Knowledge Discovery and Data Mining, 2024, Barcelona, Spain
[MM'24] Wenbo Huang, Jinghui Zhang, Xuwei Qian, Zhen Wu, Meng Wang, Lei Zhang, SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition, ACM Multimedia 2024, Melbourne, Australia
[AAAI'24] Jinghui Zhang; Zhengjia Xu; Dingyang Lv; Zhan Shi; Dian Shen; Jiahui Jin; Fang Dong; DiGIn-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph, AAAI’24, Feb 20-27, 2024, Vancouver, Canada
[TSC'24] Shucun Fu; Fang Dong; Dian Shen; Jinghui Zhang; Zhaowu Huang; Qiang He; Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning, IEEE Transactions on Services Computing, vol. 17, no. 1, pp. 251-262, 2024.
[TOSN'24] Jinghui Zhang; Jiawei Wang; Yaning Li; Fa Xin; Fang Dong; Junzhou Luo; Zhihua Wu; Addressing Heterogeneity in Federated Learning with Client Selection via Submodular Optimization, ACM Transactions on Sensor Networks, 2024, Volume 20, Issue 2, Article No.:48, pp 1–32
[TNSE'24] Jinghui Zhang; Dian Shen; Fang Dong; Kexi Kang; Jiahui Jin; Junzhou Luo; Micro-burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation, IEEE Transactions on Network Science and Engineering, vol. 11, no. 3, pp. 2384-2398, May-June 2024.
[TCE'24] Jiahui Jin; Haoxiang Zhang; Wenchao Bai; Xin Lin; Jinghui Zhang; Inferring Point-of-Interest Relationship for Strategic Group Discovery Guided by User Demands, IEEE Transactions on Consumer Electronics, 2024, doi: 10.1109/TCE.2024.3365066
[IPM'24] Jiahui Jin, Yifan Song, Dong Kan, Binjie Zhang, Yan Lyu, Jinghui Zhang, Hongru Lu, Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data, Information Processing & Management, Volume 61, Issue 3, May 2024, 103673
[JPDC'24] Wei Xie, Runqun Xiong, Jinghui Zhang, Jiahui Jin, Junzhou Luo, Federated variational generative learning for heterogeneous data in distributed environments, Journal of Parallel and Distributed Computing 191 (2024) 104916
[WWW'23] Yuchen Wang; Jinghui Zhang; Zhengjie Huang; Weibin Li; Shikun Feng; Ziheng Ma; Yu Sun; Dianhai Yu; Fang Dong; Jiahui Jin; Beilun Wang; Junzhou Luo; Label Information Enhanced Fraud Detection against Low Homophily in Graphs, WWW '23: The ACM Web Conference 2023, Austin, USA
[TMC'23] Fang Dong; Huitian Wang; Dian Shen; Zhaowu Huang; Qiang He; Jinghui Zhang; Liangsheng Wen; Tingting Zhang; Multi-Exit DNN Inference Acceleration Based on Multi-Dimensional Optimization for Edge Intelligence, IEEE Transactions on Mobile Computing(TMC), 2023, 22(9):5389-5405.
[TIST'23]Jinghui Zhang; Dingyang Lv; Qiangsheng Dai; Fa Xin; Fang Dong; Noise-aware Local Model Training Mechanism for Federated Learning, ACM Transactions on Intelligent Systems and Technology, 2023,14(4).
[WWWJ'22] Jinghui Zhang; Xinyu Cheng; Cheng Wang; Yuchen Wang; Zhan Shi; Jiahui Jin; Aibo Song; Wei Zhao; Liangsheng Wen; Tingting Zhang; FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment, World Wide Web, 2022, 25：1971-1998.
[JSA'22] Fang Dong; Xinghua Ge; Qinya Li; Jinghui Zhang; Dian Shen; Siqi Liu; Xiao Liu; Gang Li; Fan Wu; Junzhou Luo; PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT, Journal of Systems Architecture, 2022, 134(102754).
[Cluster'19] Kexi Kang, Jinghui Zhang, Jiahui Jin, Dian Shen, Junzhou Luo, Wenxin Li, Zhiang Wu: MBECN: Enabling ECN with Micro-burst Traffic in Multi-queue Data Center. IEEE CLUSTER 2019: 1-12
