Jianfeng Gu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Variational Bayesian

Reinforcement Learning

Top Venues

EAI Endorsed Trans. Energy Web

WOSC@Middleware

Publications

Mohak Chadha, Pulkit Khera, Jianfeng Gu, Osama Abboud, Michael Gerndt
Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning. CoRR (2024)
Yixin Huang, Yiqi Jin, Ke Tao, Kaijian Xia, Jianfeng Gu, Lei Yu, Lan Du, Cunjian Chen
MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome. CoRR (2024)
Hongyin Yang, Liangwei Jiang, Feng Xu, Jianfeng Gu, Zhongtao Ye, Ya Peng, Zhangjun Liu, Renhui Cheng
Safety Evaluation for Fabricated Small Box Girder Bridges Based on Fuzzy Analytic Hierarchy Process and Monitoring Data. Sensors 24 (14) (2024)
Mohak Chadha, Alexander Jensen, Jianfeng Gu, Osama Abboud, Michael Gerndt
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments. CoRR (2024)
Mohak Chadha, Pulkit Khera, Jianfeng Gu, Osama Abboud, Michael Gerndt
Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning. SAC (2024)
Jianfeng Gu, Yichao Zhu, Puxuan Wang, Mohak Chadha, Michael Gerndt
FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference. CoRR (2023)
Jianming Cai, Hong Ling, Chao Yang, Jianfeng Gu
Informational Interventions in Environmental Behavior of Rural Residents: Example of Waste Separation and Water Quality Enhancement. EAI Endorsed Trans. Energy Web 10 (2023)
Haitao Meng, Changcai Li, Chonghao Zhong, Jianfeng Gu, Gang Chen, Alois Knoll
FastFusion: Deep stereo-LiDAR fusion for real-time high-precision dense depth sensing. J. Field Robotics 40 (7) (2023)
Jianming Cai, Hong Ling, Chao Yang, Jianfeng Gu
Empirical Study on Influencing Factors of Rural Environmental Behavior in Informatization. EAI Endorsed Trans. Energy Web 10 (2023)
Yi Zhu, Jiayan Zhuang, Sichao Ye, Ningyuan Xu, Jiangjian Xiao, Jianfeng Gu, Yiwu Fang, Chengbin Peng, Ying Zhu
Domain generalization in nematode classification. Comput. Electron. Agric. 207 (2023)
Jianfeng Gu, Yichao Zhu, Puxuan Wang, Mohak Chadha, Michael Gerndt
FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference. ICPP (2023)
Mohak Chadha, Victor Pacyna, Anshul Jindal, Jianfeng Gu, Michael Gerndt
Migrating from microservices to serverless: an IoT platform case study. WOSC@Middleware (2022)
Mohak Chadha, Victor Pacyna, Anshul Jindal, Jianfeng Gu, Michael Gerndt
Migrating from Microservices to Serverless: An IoT Platform Case Study. CoRR (2022)
Mohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud
FedLesScan: Mitigating Stragglers in Serverless Federated Learning. Big Data (2022)
Mohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud
FedLesScan: Mitigating Stragglers in Serverless Federated Learning. CoRR (2022)
Andreas Grafberger, Mohak Chadha, Anshul Jindal, Jianfeng Gu, Michael Gerndt
FedLess: Secure and Scalable Federated Learning Using Serverless Computing. CoRR (2021)
Haitao Meng, Chonghao Zhong, Jianfeng Gu, Gang Chen
A GPU -accelerated Deep Stereo- LiDAR Fusion for Real-time High-precision Dense Depth Sensing. DATE (2021)
Lin Cao, Chuyuan Zhang, Zongmin Zhao, Dongfeng Wang, Kangning Du, Chong Fu, Jianfeng Gu
An Overdispersed Black-Box Variational Bayesian-Kalman Filter with Inaccurate Noise Second-Order Statistics. Sensors 21 (22) (2021)
Andreas Grafberger, Mohak Chadha, Anshul Jindal, Jianfeng Gu, Michael Gerndt
FedLess: Secure and Scalable Federated Learning Using Serverless Computing. IEEE BigData (2021)
Xusen Guo, Jianfeng Gu, Silu Guo, Zixiao Xu, Chengzhang Yang, Shanghua Liu, Long Cheng, Kai Huang
3D Object Detection and Tracking Based on Streaming Data. ICRA (2020)
Zhihao Zhao, Wenquan Zhang, Jianfeng Gu, Junjie Yang, Kai Huang
Lidar Mapping Optimization Based on Lightweight Semantic Segmentation. IEEE Trans. Intell. Veh. 4 (3) (2019)
Jianfeng Gu, Yuehui Wang, Long Chen, Zhihao Zhao, Zhe XuanYuan, Kai Huang
A Reliable Road Segmentation and Edge Extraction for Sparse 3D Lidar Data. Intelligent Vehicles Symposium (2018)
Bingqing Xiong, Na Jiang, Mengyao Fu, Jian Yao, Chee-Wee Tan, Eric T. K. Lim, Weiquan Wang, Jianfeng Gu
Come Rain and Shine? Exploring the Effects of Mobile Weather Applications on Users' Movements. PACIS (2018)
Yong Fang, Jianfeng Gu
A Deep Reinforcement Learning Method for Self-driving. ICIC (2) (2018)