Kejia Fan

22 papers A* 1Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepAFL: Deep Analytic Federated Learning.
CoRR
Jianheng Tang, Yajiang Huang, Kejia Fan, Feijiang Han, Jiaxu Li, Jinfeng Xu, Run He, Anfeng Liu, Houbing Herbert Song, Huiping Zhuang, Yunhuai Liu
2026 J jnl
PCQ-SP: A Privacy-Preserving, Cost-Aware, and Quality-Enabled Service Planning Scheme for Multi-Task Spatial Crowdsourcing.
IEEE Trans. Mob. Comput.
Kejia Fan, Jiali Liu, Jianheng Tang, Anfeng Liu, Tian Wang, Yunhuai Liu, Mianxiong Dong, Houbing Song
2026 J jnl
PUWR-TSSG: A CMAB-based post-unknown worker recruitment scheme for Three-Stage Stackelberg Games in Mobile Crowd Sensing.
Inf. Sci.
Kejia Fan, Jianheng Tang, Yaohui Han, Yuhao Zheng, Yajiang Huang, Anfeng Liu, Neal N. Xiong, Shaobo Zhang, Tian Wang, Mianxiong Dong
2026 J jnl
Q-DBPP: A Quality-Aware Dual-Bilateral Privacy Preserving Scheme in Mobile Crowd Sensing.
IEEE Trans. Mob. Comput.
Jianheng Tang, Zhixuan Huang, Shihao Yang, Kejia Fan, Anfeng Liu, Tian Wang, Yunhuai Liu, Mianxiong Dong, Houbing Herbert Song
2025 J jnl
A Quality-Aware and Obfuscation-Based Data Collection Scheme for Cyber-Physical Metaverse Systems.
ACM Trans. Multim. Comput. Commun. Appl.
Jianheng Tang, Kejia Fan, Wenjie Yin, Shihao Yang, Yajiang Huang, Anfeng Liu, Naixue Xiong, Mianxiong Dong, Tian Wang, Shaobo Zhang
2025 J jnl
ACU: Analytic Continual Unlearning for Efficient and Exact Forgetting with Privacy Preservation.
CoRR
Jianheng Tang, Huiping Zhuang, Di Fang, Jiaxu Li, Feijiang Han, Yajiang Huang, Kejia Fan, Leye Wang, Zhanxing Zhu, Shanghang Zhang, Houbing Herbert Song, Yunhuai Liu
2025 J jnl
AFCL: Analytic Federated Continual Learning for Spatio-Temporal Invariance of Non-IID Data.
CoRR
Jianheng Tang, Huiping Zhuang, Jingyu He, Run He, Jingchao Wang, Kejia Fan, Anfeng Liu, Tian Wang, Leye Wang, Zhanxing Zhu, Shanghang Zhang, Houbing Herbert Song, Yunhuai Liu
2025 J jnl
APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares.
CoRR
Kejia Fan, Jianheng Tang, Zhirui Yang, Feijiang Han, Jiaxu Li, Run He, Yajiang Huang, Anfeng Liu, Houbing Herbert Song, Yunhuai Liu, Huiping Zhuang
2025 J jnl
CALM: A Ubiquitous Crowdsourced Analytic Learning Mechanism for Continual Service Construction with Data Privacy Preservation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Kejia Fan, Yajiang Huang, Jingyu He, Feijiang Han, Jianheng Tang, Huiping Zhuang, Anfeng Liu, Tian Wang, Mianxiong Dong, Houbing Herbert Song, Yunhuai Liu
2025 A* conf
CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds.
ACM Multimedia
Jiaxu Li, Rui Li, Jianyu Qi, Songning Lai, Linpu Lv, Kejia Fan, Jianheng Tang, Yutao Yue, Dongzhan Zhou, Yunhuai Liu, Huiping Zhuang
2025 J jnl
CPDZ: A Credibility-Aware and Privacy-Preserving Data Collection Scheme With Zero-Trust in Next-Generation Crowdsensing Networks.
IEEE J. Sel. Areas Commun.
Jianheng Tang, Kejia Fan, Shihao Yang, Anfeng Liu, Neal N. Xiong, Houbing Herbert Song, Victor C. M. Leung
2025 J jnl
FedHiP: Heterogeneity-Invariant Personalized Federated Learning Through Closed-Form Solutions.
CoRR
Jianheng Tang, Zhirui Yang, Jingchao Wang, Kejia Fan, Jinfeng Xu, Huiping Zhuang, Anfeng Liu, Houbing Herbert Song, Leye Wang, Yunhuai Liu
2025 J jnl
RMDF-CV: A Reliable Multi-Source Data Fusion Scheme With Cross Validation for Quality Service Construction in Mobile Crowd Sensing.
IEEE Trans. Serv. Comput.
Kejia Fan, Jialin Guo, Runsheng Li, Yuanye Li, Anfeng Liu, Jianheng Tang, Tian Wang, Mianxiong Dong, Houbing Song
2024 J jnl
BTV-CMAB: A Bi-Directional Trust Verification-Based Combinatorial Multiarmed Bandit Scheme for Mobile Crowdsourcing.
IEEE Internet Things J.
Jianheng Tang, Kejia Fan, Wenxuan Xie, Feijiang Han, Zhenzhe Qu, Anfeng Liu, Neal N. Xiong, Shaobo Zhang, Tian Wang
2024 J jnl
CRL-MABA: A Completion Rate Learning-Based Accurate Data Collection Scheme in Large-Scale Energy Internet.
IEEE Internet Things J.
Kejia Fan, Jianheng Tang, Wenxuan Xie, Feijiang Han, Yajiang Huang, Zhenzhe Qu, Anfeng Liu, Neal N. Xiong, Tian Wang, Shaobo Zhang
2024 J jnl
Q-BLPP: A Quality-Enabled Bilateral Location Privacy-Preserving Service Construction Scheme in Mobile Crowd Sensing.
IEEE Trans. Serv. Comput.
Jianheng Tang, Yishuo Cai, Saiqin Long, Yirui Shen, Kejia Fan, Zhetao Li, Qingyong Deng, Anfeng Liu
2024 J jnl
SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation.
CoRR
Jiaxu Li, Songning Lai, Rui Li, Di Fang, Kejia Fan, Jianheng Tang, Yuhan Zhao, Rongchang Zhao, Dongzhan Zhou, Yutao Yue, Huiping Zhuang
2024 J jnl
TS-ACL: A Time Series Analytic Continual Learning Framework for Privacy-Preserving and Class-Incremental Pattern Recognition.
CoRR
Kejia Fan, Jiaxu Li, Songning Lai, Linpu Lv, Anfeng Liu, Jianheng Tang, Houbing Herbert Song, Huiping Zhuang
2023 J jnl
A Semi-supervised Sensing Rate Learning based CMAB Scheme to Combat COVID-19 by Trustful Data Collection in the Crowd.
CoRR
Jianheng Tang, Kejia Fan, Wenxuan Xie, Luomin Zeng, Feijiang Han, Guosheng Huang, Tian Wang, Anfeng Liu, Shaobo Zhang
2023 J jnl
A Semi-supervised Sensing Rate Learning based CMAB scheme to combat COVID-19 by trustful data collection in the crowd.
Comput. Commun.
Jianheng Tang, Kejia Fan, Wenxuan Xie, Luomin Zeng, Feijiang Han, Guosheng Huang, Tian Wang, Anfeng Liu, Shaobo Zhang
2023 J jnl
Credit and quality intelligent learning based multi-armed bandit scheme for unknown worker selection in multimedia MCS.
Inf. Sci.
Jianheng Tang, Feijiang Han, Kejia Fan, Wenxuan Xie, Pengzhi Yin, Zhenzhe Qu, Anfeng Liu, Neal N. Xiong, Shaobo Zhang, Tian Wang
2023 J jnl
DLFTI: A deep learning based fast truth inference mechanism for distributed spatiotemporal data in mobile crowd sensing.
Inf. Sci.
Jianheng Tang, Kejia Fan, Pengzhi Yin, Zhenzhe Qu, Anfeng Liu, Neal N. Xiong, Tian Wang, Mianxiong Dong, Shaobo Zhang