Yongquan Fu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 35

Top Topics

Negative Matrix Factorization

Reinforcement Learning

Storage Systems

Top Venues

IEEE/ACM Trans. Netw.

Publications

Dongsheng Li, Shengwei Li, Zhiquan Lai, Yongquan Fu, Xiangyu Ye, Lei Cai, Linbo Qiao
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training. IEEE Trans. Parallel Distributed Syst. 35 (4) (2024)
Jiawei Zhang, Rui Chen, Yanchun Zhang, Weihong Han, Zhaoquan Gu, Shuqiang Yang, Yongquan Fu
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss. Knowl. Based Syst. 283 (2024)
Yongquan Fu, Weihong Han, Dong Yuan
Disentangled Orchestration on Cyber Ranges. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Keshi Ge, Kai Lu, Yongquan Fu, Xiaoge Deng, Zhiquan Lai, Dongsheng Li
Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Siqi Shen, Chennan Ma, Chao Li, Weiquan Liu, Yongquan Fu, Songzhu Mei, Xinwang Liu, Cheng Wang
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization. NeurIPS (2023)
Lizhi Zhang, Kai Lu, Zhiquan Lai, Yongquan Fu, Yu Tang, Dongsheng Li
Accelerating GNN Training by Adapting Large Graphs to Distributed Heterogeneous Architectures. IEEE Trans. Computers 72 (12) (2023)
Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros
A One-Pass Clustering Based Sketch Method for Network Monitoring. IEEE/ACM Trans. Netw. 31 (6) (2023)
Bo Pang, Yongquan Fu, Siyuan Ren, Siqi Shen, Ye Wang, Qing Liao, Yan Jia
A Multi-Modal Approach For Context-Aware Network Traffic Classification. ICASSP (2023)
Siqi Shen, Chennan Ma, Chao Li, Weiquan Liu, Yongquan Fu, Songzhu Mei, Xinwang Liu, Cheng Wang
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization. CoRR (2023)
Siqi Shen, Mengwei Qiu, Jun Liu, Weiquan Liu, Yongquan Fu, Xinwang Liu, Cheng Wang
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization. NeurIPS (2022)
Yutao Huang, Ye Wang, Qing Liao, Yan Jia, Yongquan Fu
Multi-Semantics Learning for Social Event Detection via Heterogeneous GNNs. IJCNN (2022)
Siqi Shen, Jun Liu, Mengwei Qiu, Weiquan Liu, Cheng Wang, Yongquan Fu, Qinglin Wang, Peng Qiao
Qrelation: an Agent Relation-Based Approach for Multi-Agent Reinforcement Learning Value Function Factorization. ICASSP (2022)
Siyuan Ren, Yongquan Fu, Bo Pang, Yan Jia
Mercury: A High-Performance Streaming Graph Method for Broad and Deep Flow Inspection. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Keshi Ge, Yongquan Fu, Yiming Zhang, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning. ICASSP (2022)
Yongquan Fu, Weihong Han, Dong Yuan
Orchestrating Heterogeneous Cyber-range Event Chains With Serverless-container Workflow. MASCOTS (2022)
Siqi Shen, Yongquan Fu, Huayou Su, Hengyue Pan, Peng Qiao, Yong Dou, Cheng Wang
Graphcomm: A Graph Neural Network Based Method for Multi-Agent Reinforcement Learning. ICASSP (2021)
Keshi Ge, Yongquan Fu, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning. CoRR (2021)
Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros
Jellyfish: Locality-Sensitive Subflow Sketching. INFOCOM (2021)
Bo Pang, Yongquan Fu, Siyuan Ren, Ye Wang, Qing Liao, Yan Jia
CGNN: Traffic Classification with Graph Neural Network. CoRR (2021)
Keshi Ge, Yiming Zhang, Yongquan Fu, Zhiquan Lai, Xiaoge Deng, Dongsheng Li
CASQ: Accelerate Distributed Deep Learning with Sketch-Based Gradient Quantization. CLUSTER (2021)
Zhen Huang, Shiyi Xu, Minghao Hu, Xinyi Wang, Jinyan Qiu, Yongquan Fu, Yuncai Zhao, Yuxing Peng, Changjian Wang
Recent Trends in Deep Learning Based Open-Domain Textual Question Answering Systems. IEEE Access 8 (2020)
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
Clustering-preserving Network Flow Sketching. INFOCOM (2020)
Siqi Shen, Yongquan Fu, Adele Lu Jia, Huayou Su, Qinglin Wang, Chengsong Wang, Yong Dou
Learning Network Representation Through Reinforcement Learning. ICASSP (2020)
Yongquan Fu
Nyström Approximation with Nonnegative Matrix Factorization. CoRR (2020)
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
Locality-Sensitive Sketching for Resilient Network Flow Monitoring. CoRR (2019)
Adele Lu Jia, Xiaoxue Shen, Siqi Shen, Yongquan Fu, Liwen Peng
User Donations in a User Generated Video System. WWW (Companion Volume) (2019)
Liwen Peng, Siqi Shen, Jun Xu, Yongquan Fu, Dongsheng Li, Adele Lu Jia
Diting: An Author Disambiguation Method Based on Network Representation Learning. IEEE Access 7 (2019)
Liwen Peng, Siqi Shen, Dongsheng Li, Jun Xu, Yongquan Fu, Huayou Su
Author Disambiguation through Adversarial Network Representation Learning. IJCNN (2019)
Yongquan Fu, Dongsheng Li, Pere Barlet-Ros, Chun Huang, Zhen Huang, Siqi Shen, Huayou Su
A Skewness-Aware Matrix Factorization Approach for Mesh-Structured Cloud Services. IEEE/ACM Trans. Netw. 27 (4) (2019)
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
Resilient Disaggregated Network Flow Monitoring. SIGCOMM Posters and Demos (2019)
Yongquan Fu, Pere Barlet-Ros, Dongsheng Li
Every Timestamp Counts: Accurate Tracking of Network Latencies Using Reconcilable Difference Aggregator. IEEE/ACM Trans. Netw. 26 (1) (2018)
Jun Xu, Siqi Shen, Dongsheng Li, Yongquan Fu
A Network-embedding Based Method for Author Disambiguation. CIKM (2018)
Yongquan Fu, Ernst W. Biersack
MCR: Structure-Aware Overlay-Based Latency-Optimal Greedy Relay Search. IEEE/ACM Trans. Netw. 25 (5) (2017)
Yongquan Fu, Xiaoping Xu
Self-Stabilized Distributed Network Distance Prediction. IEEE/ACM Trans. Netw. 25 (1) (2017)
Yongquan Fu, Ernst W. Biersack
False-Positive Probability and Compression Optimization for Tree-Structured Bloom Filters. ACM Trans. Model. Perform. Evaluation Comput. Syst. 1 (4) (2016)
Xiaoqiang Pei, Yijie Wang, Xingkong Ma, Yongquan Fu, Fangliang Xu
Cooperative repair based on tree structure for multiple failures in distributed storage systems with regenerating codes. Conf. Computing Frontiers (2015)
Yongquan Fu, Yijie Wang, Xiaoqiang Pei
Towards Latency-Optimal Distributed Relay Selection. CCGRID (2015)
Yongquan Fu, Ernst W. Biersack
Tree-structured Bloom Filters for Joint Optimization of False Positive Probability and Transmission Bandwidth. SIGMETRICS (2015)
Xiaoyong Li, Yijie Wang, Yongquan Fu, Xiaoling Li, Weidong Sun
BLOR: An efficient bandwidth and latency sensitive overlay routing approach for flash data dissemination. Concurr. Comput. Pract. Exp. 27 (14) (2015)
Xiaoqiang Pei, Yijie Wang, Xingkong Ma, Yongquan Fu, Fangliang Xu
MCRTREE: A Mutually Cooperative Recovery Scheme for Multiple Losses in Distributed Storage Systems Based on Tree Structure. NAS (2014)
Yongquan Fu, Yijie Wang, Wei Peng
CommonFinder: A decentralized and privacy-preserving common-friend measurement method for the distributed online social networks. Comput. Networks 64 (2014)
Weidong Sun, Yijie Wang, Yongquan Fu, Xiaoqiang Pei
A Discrete Data Dividing Approach for Erasure-Code-Based Storage Applications. SOSE (2014)
Yongquan Fu, Yijie Wang, Ernst W. Biersack
HybridNN: An accurate and scalable network location service based on the inframetric model. Future Gener. Comput. Syst. 29 (6) (2013)
Yongquan Fu, Yijie Wang
DKNNS: Scalable and accurate distributed K nearest neighbor search for latency-sensitive applications. Sci. China Inf. Sci. 56 (3) (2013)
Yongquan Fu, Yijie Wang, Ernst W. Biersack
A general scalable and accurate decentralized level monitoring method for large-scale dynamic service provision in hybrid clouds. Future Gener. Comput. Syst. 29 (5) (2013)
Yongquan Fu, Yijie Wang
BCE: A privacy-preserving common-friend estimation method for distributed online social networks without cryptography. CHINACOM (2012)
Yongquan Fu, Yijie Wang
On the feasibility of common-friend measurements for the distributed online social networks. CHINACOM (2012)
Xiaoyong Li, Yijie Wang, Yongquan Fu, Xiaoling Li, Weidong Sun
BLOR: Bandwidth and Latency Sensitive Overlay Routing for Flash Data Dissemination. IPDPS Workshops (2012)
Yongquan Fu, Yijie Wang, Ernst W. Biersack
HybridNN: Supporting Network Location Service on Generalized Delay Metrics CoRR (2011)
Yongquan Fu, Yijie Wang
HyperSpring: Accurate and Stable Latency Estimation in the Hyperbolic Space. ICPADS (2009)
Yongquan Fu, Yijie Wang
iRank: Supporting Proximity Ranking for Peer-to-Peer Applications. ICPADS (2009)