Liekang Zeng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Top Venues

IEEE/ACM Trans. Netw.

IEEE Internet Things J.

Publications

Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM (2024)
Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. CoRR (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. IEEE Wirel. Commun. 31 (3) (2024)
Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. CoRR (2024)
Bei Ouyang, Shengyuan Ye, Liekang Zeng, Tianyi Qian, Jingyi Li, Xu Chen
Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning. ICPP (2024)
Liekang Zeng, Shengyuan Ye, Xu Chen, Xiaoxi Zhang, Ju Ren, Jian Tang, Yang Yang, Xuemin Shen
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence. CoRR (2024)
Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. IEEE/ACM Trans. Netw. 32 (1) (2024)
Mulei Ma, Chenyu Gong, Liekang Zeng, Yang Yang, Liantao Wu
FlocOff: Data Heterogeneity Resilient Federated Learning with Communication-Efficient Edge Offloading. CoRR (2024)
Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. MobiCom (2024)
Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou
Serving Graph Neural Networks With Distributed Fog Servers for Smart IoT Services. IEEE/ACM Trans. Netw. 32 (1) (2024)
Zhiwei Zhai, Liekang Zeng, Tao Ouyang, Shuai Yu, Qianyi Huang, Xu Chen
SECO: Multi-Satellite Edge Computing Enabled Wide-Area and Real-Time Earth Observation Missions. INFOCOM (2024)
Chenyu Gong, Mulei Ma, Liekang Zeng, Yang Yang, Xiaohu Ge, Liantao Wu
Delay Analysis of Multi-Priority Computing Tasks in Alibaba Cluster Traces. INFOCOM (Workshops) (2024)
Hao Wang, Hao Bao, Liekang Zeng, Ke Luo, Xu Chen
Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading. CoRR (2023)
Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services. CoRR (2023)
Jingyi Li, Guangjing Huang, Liekang Zeng, Lin Chen, Xu Chen
Chained-DP: Can We Recycle Privacy Budget? IWQoS (2023)
Hao Wang, Hao Bao, Liekang Zeng, Ke Luo, Xu Chen
Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading. ICC (2023)
Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen
GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers. IEEE J. Sel. Areas Commun. 41 (3) (2023)
Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. CoRR (2023)
Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen
GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers. CoRR (2022)
Daipeng Feng, Liekang Zeng, Lingjun Pu, Xu Chen
Adaptive Progressive Image Enhancement for Edge-Assisted Mobile Vision. MSN (2022)
Shengyuan Ye, Liekang Zeng, Qiong Wu, Ke Luo, Qingze Fang, Xu Chen
Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training. ICPP (2022)
Haowei Chen, Liekang Zeng, Xiaoxi Zhang, Xu Chen
AdaDrone: Quality of Navigation Based Neural Adaptive Scheduling for Edge-Assisted Drones. ICDCS (2022)
Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen
Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing. WWW (2022)
Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu
Edge Robotics: Edge-Computing-Accelerated Multirobot Simultaneous Localization and Mapping. IEEE Internet Things J. 9 (15) (2022)
Xin Tang, Xu Chen, Liekang Zeng, Shuai Yu, Lin Chen
Joint Multiuser DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence. IEEE Internet Things J. 8 (12) (2021)
Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping. CoRR (2021)
Peng Huang, Liekang Zeng, Ke Luo, Jinhong Guo, Zhi Zhou, Xu Chen
ColaSLAM: Real-Time Multi-Robot Collaborative Laser SLAM via Edge Computing. ICCC (2021)
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. IEEE/ACM Trans. Netw. 29 (2) (2021)
Haowei Chen, Liekang Zeng, Shuai Yu, Xu Chen
Knowledge Distillation for Mobile Edge Computation Offloading. CoRR (2020)
En Li, Liekang Zeng, Zhi Zhou, Xu Chen
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. IEEE Trans. Wirel. Commun. 19 (1) (2020)
Xin Tang, Xu Chen, Liekang Zeng, Shuai Yu, Lin Chen
Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence. CoRR (2020)
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR (2020)
En Li, Liekang Zeng, Zhi Zhou, Xu Chen
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. CoRR (2019)
Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing. CoRR (2019)
Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou
Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning. RTSS (2019)
Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang
Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing. Proc. IEEE 107 (8) (2019)
Liekang Zeng, En Li, Zhi Zhou, Xu Chen
Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things. IEEE Netw. 33 (5) (2019)