Jianfeng Gu

According to our database, Jianfeng Gu authored at least 23 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Diffusion-augmented nematode dataset improves few-shot classification of nematodes.

Ying Zhu, Pengjun Wang, Jiayan Zhuang, Jiangjian Xiao, Jianfeng Gu, Weilun Ren, Xiong Ouyang

Appl. Intell., August, 2025

HAS-GPU: Efficient Hybrid Auto-scaling with Fine-grained GPU Allocation for SLO-aware Serverless Inferences.

Jianfeng Gu, Puxuan Wang, Isaac Nunezand, Kai Huang, Michael Gerndt

CoRR, May, 2025

VersaSlot: Efficient Fine-grained FPGA Sharing with Big.Little Slots and Live Migration in FPGA Cluster.

Jianfeng Gu, Hao Wang, Xiaorang Guo, Martin Schulz, Michael Gerndt

CoRR, March, 2025

HAS-GPU: Efficient Hybrid Auto-scaling with Fine-Grained GPU Allocation for SLO-Aware Serverless Inferences.

Jianfeng Gu, Puxuan Wang, Isaac David Núñez Araya, Kai Huang, Michael Gerndt

Proceedings of the Euro-Par 2025: Parallel Processing, 2025

2024

Safety Evaluation for Fabricated Small Box Girder Bridges Based on Fuzzy Analytic Hierarchy Process and Monitoring Data.

Hongyin Yang, Liangwei Jiang, Feng Xu, Jianfeng Gu, Zhongtao Ye, Ya Peng, Zhangjun Liu, Renhui Cheng

Sensors, July, 2024

MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome.

Yixin Huang, Yiqi Jin, Ke Tao, Kaijian Xia, Jianfeng Gu, Lei Yu, Lan Du, Cunjian Chen

CoRR, 2024

Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning.

Mohak Chadha, Pulkit Khera, Jianfeng Gu, Osama Abboud, Michael Gerndt

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments.

Mohak Chadha, Alexander Jensen, Jianfeng Gu, Osama Abboud, Michael Gerndt

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023

Empirical Study on Influencing Factors of Rural Environmental Behavior in Informatization.

Jianming Cai, Hong Ling, Chao Yang, Jianfeng Gu

EAI Endorsed Trans. Energy Web, November, 2023

Informational Interventions in Environmental Behavior of Rural Residents: Example of Waste Separation and Water Quality Enhancement.

Jianming Cai, Hong Ling, Chao Yang, Jianfeng Gu

EAI Endorsed Trans. Energy Web, November, 2023

FastFusion: Deep stereo-LiDAR fusion for real-time high-precision dense depth sensing.

Haitao Meng, Changcai Li, Chonghao Zhong, Jianfeng Gu, Gang Chen, Alois Knoll

J. Field Robotics, October, 2023

Domain generalization in nematode classification.

Yi Zhu, Jiayan Zhuang, Sichao Ye, Ningyuan Xu, Jiangjian Xiao, Jianfeng Gu, Yiwu Fang, Chengbin Peng, Ying Zhu

Comput. Electron. Agric., April, 2023

FaST-GShare: Enabling Efficient Spatio-Temporal GPU Sharing in Serverless Computing for Deep Learning Inference.

Jianfeng Gu, Yichao Zhu, Puxuan Wang, Mohak Chadha, Michael Gerndt

Proceedings of the 52nd International Conference on Parallel Processing, 2023

2022

Migrating from microservices to serverless: an IoT platform case study.

Mohak Chadha, Victor Pacyna, Anshul Jindal, Jianfeng Gu, Michael Gerndt

Proceedings of the Eighth International Workshop on Serverless Computing, 2022

FedLesScan: Mitigating Stragglers in Serverless Federated Learning.

Mohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud

Proceedings of the IEEE International Conference on Big Data, 2022

2021

An Overdispersed Black-Box Variational Bayesian-Kalman Filter with Inaccurate Noise Second-Order Statistics.

Lin Cao, Chuyuan Zhang, Zongmin Zhao, Dongfeng Wang, Kangning Du, Chong Fu, Jianfeng Gu

Sensors, 2021

A GPU -accelerated Deep Stereo- LiDAR Fusion for Real-time High-precision Dense Depth Sensing.

Haitao Meng, Chonghao Zhong, Jianfeng Gu, Gang Chen

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

FedLess: Secure and Scalable Federated Learning Using Serverless Computing.

Andreas Grafberger, Mohak Chadha, Anshul Jindal, Jianfeng Gu, Michael Gerndt

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

3D Object Detection and Tracking Based on Streaming Data.

Xusen Guo, Jianfeng Gu, Silu Guo, Zixiao Xu, Chengzhang Yang, Shanghua Liu, Long Cheng, Kai Huang

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

Lidar Mapping Optimization Based on Lightweight Semantic Segmentation.

Zhihao Zhao, Wenquan Zhang, Jianfeng Gu, Junjie Yang, Kai Huang

IEEE Trans. Intell. Veh., 2019

2018

Come Rain and Shine? Exploring the Effects of Mobile Weather Applications on Users' Movements.

Bingqing Xiong, Na Jiang, Mengyao Fu, Jian Yao, Chee-Wee Tan, Eric T. K. Lim, Weiquan Wang, Jianfeng Gu

Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

A Reliable Road Segmentation and Edge Extraction for Sparse 3D Lidar Data.

Jianfeng Gu, Yuehui Wang, Long Chen, Zhihao Zhao, Zhe Xuanyuan, Kai Huang

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A Deep Reinforcement Learning Method for Self-driving.

Yong Fang, Jianfeng Gu

Proceedings of the Intelligent Computing Theories and Application, 2018