He Huang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 169

Top Venues

IEEE/ACM Trans. Netw.

INFOCOM

IEEE Trans. Mob. Comput.

Neurocomputing

Publications

Gongming Zhao, Jingzhou Wang, Hongli Xu, Yangming Zhao, Xuwei Yang, He Huang
Joint Request Updating and Elastic Resource Provisioning With QoS Guarantee in Clouds. IEEE/ACM Trans. Netw. 32 (1) (2024)
Boyu Zhang, He Huang, Yu-E Sun, Yang Du, Dan Wang
Jigsaw-Sketch: a fast and accurate algorithm for finding top-k elephant flows in high-speed networks. Sci. China Inf. Sci. 67 (4) (2024)
Sijie Huang, Guoju Gao, He Huang, Yu-E Sun, Yang Du, Mingjun Xiao, Jie Wu, Yihuai Wang
Gather or Scatter: Stackelberg-Game-Based Task Decision for Blockchain-Assisted Socially Aware Crowdsensing Framework. IEEE Internet Things J. 11 (2) (2024)
Zhongyi Cheng, Guoju Gao, He Huang, Yu-e Sun, Yang Du, Haibo Wang
BurstDetector: Real-Time and Accurate Across-Period Burst Detection in High-Speed Networks. INFOCOM (2024)
Tianyu Ma, Guoju Gao, He Huang, Yu-e Sun, Yang Du
Scout Sketch: Finding Promising Items in Data Streams. INFOCOM (2024)
He Huang, Shigang Chen, Ran Ben Basat, Haipeng Dai, Amirhosein Taherkordi, Jun Xu
Guest Editorial Introduction to the Special Section on Next-Generation Traffic Measurement With Network-Wide Perspective and Artificial Intelligence. IEEE Trans. Netw. Sci. Eng. 11 (3) (2024)
Weijing Zhao, He Huang
Adaptive stepsize estimation based accelerated gradient descent algorithm for fully complex-valued neural networks. Expert Syst. Appl. 236 (2024)
Zhidong Wang, He Huang
Second-Order Structure Optimization of Fully Complex-Valued Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Wenbo Yu, He Huang, Yi Shen, Gangxiang Shen
Crossmodal Sequential Interaction Network for Hyperspectral and LiDAR Data Joint Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jianchun Liu, Qingmin Zeng, Hongli Xu, Yang Xu, Zhiyuan Wang, He Huang
Adaptive Block-Wise Regularization and Knowledge Distillation for Enhancing Federated Learning. IEEE/ACM Trans. Netw. 32 (1) (2024)
Xusheng Qian, Jisu Hu, Yi Zheng, He Huang, Zhiyong Zhou, Yakang Dai
Safe dynamic sparse training of modified RBF networks for joint feature selection and classification. Neurocomputing 600 (2024)
Guoju Gao, Sijie Huang, He Huang, Mingjun Xiao, Jie Wu, Yu-e Sun, Sheng Zhang
Combination of Auction Theory and Multi-Armed Bandits: Model, Algorithm, and Application. IEEE Trans. Mob. Comput. 22 (11) (2023)
He Huang, Jiakun Yu, Yang Du, Jia Liu, Haipeng Dai, Yu-E Sun
Memory-Efficient and Flexible Detection of Heavy Hitters in High-Speed Networks. Proc. ACM Manag. Data 1 (3) (2023)
Xiaocan Wu, He Huang, Yang Du, Yu-e Sun, Shigang Chen
Coupon Filter: A Universal and Lightweight Filter Framework for More Accurate Data Stream Processing. Comput. Networks 228 (2023)
He Huang, Kai Han, Shuang Cui, Jing Tang
Randomized Pricing with Deferred Acceptance for Revenue Maximization with Submodular Objectives. WWW (2023)
Shuang Cui, Kai Han, Jing Tang, He Huang, Xueying Li, Aakas Zhiyuli
Practical Parallel Algorithms for Submodular Maximization Subject to a Knapsack Constraint with Nearly Optimal Adaptivity. AAAI (2023)
Jianchun Liu, Hongli Xu, Lun Wang, Yang Xu, Chen Qian, Jinyang Huang, He Huang
Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing. IEEE Trans. Mob. Comput. 22 (2) (2023)
Zhiyuan Wang, Hongli Xu, Jianchun Liu, Yang Xu, He Huang, Yangming Zhao
Accelerating Federated Learning With Cluster Construction and Hierarchical Aggregation. IEEE Trans. Mob. Comput. 22 (7) (2023)
Haibo Wang, Hongli Xu, He Huang, Min Chen, Shigang Chen
Robust Task Offloading in Dynamic Edge Computing. IEEE Trans. Mob. Comput. 22 (1) (2023)
Guoju Gao, Zhaorong Qian, He Huang, Yang Du
An Adaptive Counter-Splicing-Based Sketch for Efficient Per-Flow Size Measurement. IWQoS (2023)
Sijie Huang, He Huang, Guoju Gao, Yu-E Sun, Yang Du, Jie Wu
Edge Resource Pricing and Scheduling for Blockchain: A Stackelberg Game Approach. IEEE Trans. Serv. Comput. 16 (2) (2023)
Gongming Zhao, Jiawei Liu, Yutong Zhai, Hongli Xu, He Huang
Alleviating the Impact of Abnormal Events Through Multi-Constrained VM Placement. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Yuelin Wang, Zhidong Wang, He Huang
Stochastic adaptive CL-BFGS algorithms for fully complex-valued dendritic neuron model. Knowl. Based Syst. 277 (2023)
Ziqi Sun, Yu-E Sun, Yang Du, Jia Liu, He Huang
Persistent Sketch: A Memory-Efficient and Robust Algorithm for Finding Top-k Persistent Flows. ICA3PP (6) (2023)
Guoju Gao, He Huang, Jie Wu, Sijie Huang, Yang Du
You Can Trade Your Experience in Distributed Multi-Agent Multi-Armed Bandits. IWQoS (2023)
Wenbo Yu, He Huang, Miao Zhang, Yi Shen, Gangxiang Shen
Shadow Mask-Driven Multimodal Intrinsic Image Decomposition for Hyperspectral and LiDAR Data Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenbo Yu, He Huang, Gangxiang Shen
Deep Spectral-Spatial Feature Fusion-Based Multiscale Adaptable Attention Network for Hyperspectral Feature Extraction. IEEE Trans. Instrum. Meas. 72 (2023)
Xingyu Chen, Jia Liu, He Huang, Yu-E Sun, Xu Zhang, Lijun Chen
Revisiting Cardinality Estimation in COTS RFID Systems. MobiCom (2023)
Yang Du, He Huang, Yu-e Sun, Kejian Li, Boyu Zhang, Guoju Gao
A Better Cardinality Estimator with Fewer Bits, Constant Update Time, and Mergeability. INFOCOM (2023)
Meng Li, Rongbiao Xie, Deyi Chen, Haipeng Dai, Rong Gu, He Huang, Wanchun Dou, Guihai Chen
A Pareto optimal Bloom filter family with hash adaptivity. VLDB J. 32 (3) (2023)
Wenbo Yu, Lianru Gao, He Huang, Yi Shen, Gangxiang Shen
FNet: Hyperspectral Intrinsic Image Decomposition Guided Data Fusion Network for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shuang Cui, Kai Han, Jing Tang, He Huang
Constrained Subset Selection from Data Streams for Profit Maximization. WWW (2023)
Ying Huang, He Huang
Stacked attention hourglass network based robust facial landmark detection. Neural Networks 157 (2023)
Huanhuan Li, Wenbo Yu, He Huang
Strengthening transferability of adversarial examples by adaptive inertia and amplitude spectrum dropout. Neural Networks 165 (2023)
Yongliang Zhang, He Huang, Gangxiang Shen
Adaptive CL-BFGS Algorithms for Complex-Valued Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Yifan Han, He Huang, Yang Du, Yu-E Sun, Jia Liu, Hongli Xu
Hierarchical Sketch: An Efficient Solution for Threshold-t Flows Measurement in High-Speed Networks. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yang Du, He Huang, Yu-E Sun, Shigang Chen, Guoju Gao, Xiaocan Wu
Self-Adaptive Sampling Based Per-Flow Traffic Measurement. IEEE/ACM Trans. Netw. 31 (3) (2023)
Qian Zhou, Yu-E Sun, He Huang, Yifan Han
CBA Sketch: A Sketching Algorithm Mining Persistent Batches in Data Streams. ICA3PP (6) (2023)
Wenbo Yu, Miao Zhang, He Huang
Accelerated Adaptive Feature Balance Technique Based on TEMD for Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Dongyang Yang, Yifan Han, Yang Du, He Huang, Yu-E Sun, Shiping Chen
LSE: A Learning-based Per-flow Spread Estimation Framework for Network Data Streams. INFOCOM Workshops (2022)
Jingzhou Wang, Gongming Zhao, Hongli Xu, Yangming Zhao, Xuwei Yang, He Huang
TRUST: Real-Time Request Updating with Elastic Resource Provisioning in Clouds. INFOCOM (2022)
Min Chen, Haichuan Wang, Zeyu Meng, Hongli Xu, Yang Xu, Jianchun Liu, He Huang
Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge. IEEE Trans. Mob. Comput. 21 (8) (2022)
Jiakun Yu, Yu-E Sun, He Huang, Yang Du, Guoju Gao, Hongli Xu, Shigang Chen
HeavyTracker: An Efficient Algorithm for Heavy-Hitter Detection in High-Speed Networks. ICPADS (2022)
Xiaocan Wu, Yu-e Sun, Yang Du, Guoju Gao, He Huang, Xiaoshuang Xing
An Anti-Malicious Task Allocation Mechanism in Crowdsensing Systems. Future Gener. Comput. Syst. 127 (2022)
Chen Lou, Yu-e Sun, He Huang, Yang Du, Shigang Chen, Guoju Gao, Hongli Xu
An Efficient Adaptive Denoising Sketch for Per-flow Traffic Measurement. IPCCC (2022)
Qinghua Sima, Yu-E Sun, He Huang, Guoju Gao, Yihuai Wang
Social-Network-Assisted Task Selection for Online Workers in Spatial Crowdsourcing: A Multi-Agent Multi-Armed Bandit Approach. WASA (3) (2022)
Guoju Gao, He Huang, Mingjun Xiao, Jie Wu, Yu-e Sun, Yang Du
Budgeted Unknown Worker Recruitment for Heterogeneous Crowdsensing Using CMAB. IEEE Trans. Mob. Comput. 21 (11) (2022)
Yang Du, He Huang, Yu-E Sun, Shigang Chen, Guoju Gao, Xiaoyu Wang, Shenghui Xu
Short-Term Memory Sampling for Spread Measurement in High-Speed Networks. INFOCOM (2022)
Jingzhou Wang, Gongming Zhao, Hongli Xu, Yutong Zhai, Qianyu Zhang, He Huang, Yongqiang Yang
A Robust Service Mapping Scheme for Multi-Tenant Clouds. IEEE/ACM Trans. Netw. 30 (3) (2022)
Wenbo Yu, He Huang, Gangxiang Shen
Multilevel Dual-Direction Modifying Variational Autoencoders for Hyperspectral Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jianchun Liu, Yang Xu, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang
Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing. ICDE (2022)
Yu-E Sun, He Huang, Wenjian Yang, Shigang Chen, Yang Du
Toward Differential Privacy for Traffic Measurement in Vehicular Cyber-Physical Systems. IEEE Trans. Ind. Informatics 18 (6) (2022)
Qinghua Sima, Guoju Gao, He Huang, Yu-e Sun, Yang Du, Xiaoyu Wang, Jie Wu
Multi-Armed Bandits Based Task Selection of A Mobile Crowdsensing Worker. ICCCN (2022)
Yifan Han, Yang Du, Shi-Ping Chen, He Huang, Yu-e Sun
TSD3: A Novel Time-Series-Based Solution for DDoS Attack Detection. APWeb/WAIM (3) (2022)
Zhongying Dong, He Huang
A training algorithm with selectable search direction for complex-valued feedforward neural networks. Neural Networks 137 (2021)
Guoju Gao, Mingjun Xiao, Jie Wu, He Huang, Shengqi Wang, Guo-Liang Chen
Auction-Based VM Allocation for Deadline-Sensitive Tasks in Distributed Edge Cloud. IEEE Trans. Serv. Comput. 14 (6) (2021)
Shenghui Xu, He Huang, Yu-E Sun, Yang Du, Guoju Gao, Xiaoyu Wang, Shiping Chen
An Efficient Adaptive Noise Correction Framework for Size Measurement over Data Streams. ICPADS (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Jing Tang, Benwei Wu, He Huang
The Power of Randomization: Efficient and Effective Algorithms for Constrained Submodular Maximization. CoRR (2021)
Xuwei Yang, Hongli Xu, Jianchun Liu, Chen Qian, Xingpeng Fan, He Huang, Haibo Wang
Achieving high reliability and throughput in software defined networks. Comput. Networks 197 (2021)
Sijie Huang, He Huang, Guoju Gao, Yu-e Sun, Yang Du, Jie Wu
Stackelberg Game Based Resource Pricing and Scheduling in Edge-Assisted Blockchain Networks. MASS (2021)
Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen
Hash Adaptive Bloom Filter. CoRR (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang
Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. SIGMETRICS (Abstracts) (2021)
Qianpiao Ma, Yang Xu, Hongli Xu, Zhida Jiang, Liusheng Huang, He Huang
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Ziyang Han, He Huang
GAN Based Three-Stage-Training Algorithm for Multi-view Facial Expression Recognition. Neural Process. Lett. 53 (6) (2021)
Jingzhou Wang, Gongming Zhao, Hongli Xu, He Huang, Luyao Luo, Yongqiang Yang
Robust Service Mapping in Multi-Tenant Clouds. INFOCOM (2021)
Guoju Gao, He Huang, Mingjun Xiao, Jie Wu, Yu-e Sun, Sheng Zhang
Auction-Based Combinatorial Multi-Armed Bandit Mechanisms with Strategic Arms. INFOCOM (2021)
Xuwei Yang, Hongli Xu, Xiwen Yu, Chen Qian, Gongming Zhao, He Huang
Cooperative Flow Statistics Collection With Per-Switch Cost Constraint in SDNs. IEEE Trans. Commun. 69 (8) (2021)
Xuwei Yang, Hongli Xu, Shigang Chen, He Huang
Indirect Multi-Mapping for Burstiness Management in Software Defined Networks. IEEE/ACM Trans. Netw. 29 (5) (2021)
Yang Du, He Huang, Yu-e Sun, An Liu, Guoju Gao, Boyu Zhang
Online High-Cardinality Flow Detection over Big Network Data Stream. DASFAA (1) (2021)
Mengkun Wu, He Huang, Yu-E Sun, Yang Du, Shigang Chen, Guoju Gao
ActiveKeeper: An Accurate and Efficient Algorithm for Finding Top-k Elephant Flows. IEEE Commun. Lett. 25 (8) (2021)
Xingpeng Fan, Hongli Xu, He Huang, Xuwei Yang
Real-Time Update of Joint SFC and Routing in Software Defined Networks. IEEE/ACM Trans. Netw. 29 (6) (2021)
Jianchun Liu, Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Xuwei Yang, He Huang
Incremental Server Deployment for Software-Defined NFV-Enabled Networks. IEEE/ACM Trans. Netw. 29 (1) (2021)
Hui Zhao, Mingjun Xiao, Jie Wu, Yun Xu, He Huang, Sheng Zhang
Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits. IEEE Trans. Mob. Comput. 20 (9) (2021)
Boyu Zhang, Yu-E Sun, Yang Du, He Huang, Guoju Gao, Shenghui Xu
An Efficient Flow Label Collector Design for High-Speed Networks. IEEE Commun. Lett. 25 (7) (2021)
Xiaofei Bu, Yu-e Sun, Yang Du, Xiaocan Wu, Boyu Zhang, He Huang
A novel spread estimation based abnormal flow detection in high-speed networks. Peer-to-Peer Netw. Appl. 14 (3) (2021)
He Huang, Yu-E Sun, Chaoyi Ma, Shigang Chen, Yang Du, Haibo Wang, Qingjun Xiao
Spread Estimation With Non-Duplicate Sampling in High-Speed Networks. IEEE/ACM Trans. Netw. 29 (5) (2021)
Wenjian Yang, Yu-e Sun, He Huang, Yang Du, Danlei Huang, Tao Tao, Yonglong Luo
Persistent transportation traffic volume estimation with differential privacy. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Boyu Zhang, Yang Du, He Huang, Yu-E Sun, Guoju Gao, Xiaoyu Wang, Shiping Chen
Multi-layer Adaptive Sampling for Per-Flow Spread Measurement. ICA3PP (1) (2021)
Shuang Cui, Kai Han, Tianshuai Zhu, Jing Tang, Benwei Wu, He Huang
Randomized Algorithms for Submodular Function Maximization with a k-System Constraint. ICML (2021)
Jianchun Liu, Hongli Xu, Yang Xu, Zhenguo Ma, Zhiyuan Wang, Chen Qian, He Huang
Communication-efficient asynchronous federated learning in resource-constrained edge computing. Comput. Networks 199 (2021)
Ziyang Han, Xusheng Qian, He Huang, Tingwen Huang
Efficient design of multicolumn RBF networks. Neurocomputing 450 (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang
Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. Proc. ACM Meas. Anal. Comput. Syst. 5 (1) (2021)
Shuang Cui, Kai Han, Jing Tang, He Huang, Xueying Li, Zhiyu Li
Streaming Algorithms for Constrained Submodular Maximization. Proc. ACM Meas. Anal. Comput. Syst. 6 (3) (2021)
Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen
Hash Adaptive Bloom Filter. ICDE (2021)
Dongmei Chen, Yang Du, Shenghui Xu, Yu-e Sun, He Huang, Guoju Gao
Online Anomalous Taxi Trajectory Detection Based on Multidimensional Criteria. IJCNN (2021)
Zhiyuan Wang, Hongli Xu, Jianchun Liu, He Huang, Chunming Qiao, Yangming Zhao
Resource-Efficient Federated Learning with Hierarchical Aggregation in Edge Computing. INFOCOM (2021)
Yang Du, He Huang, Yu-e Sun, Shigang Chen, Guoju Gao
Self-Adaptive Sampling for Network Traffic Measurement. INFOCOM (2021)
Yang Du, Yu-E Sun, He Huang, Liusheng Huang, Hongli Xu, Yu Bao, Hansong Guo
Bayesian Co-Clustering Truth Discovery for Mobile Crowd Sensing Systems. IEEE Trans. Ind. Informatics 16 (2) (2020)
Haibo Wang, Hongli Xu, Chen Qian, Juncheng Ge, Jianchun Liu, He Huang
PrePass: Load balancing with data plane resource constraints using commodity SDN switches. Comput. Networks 178 (2020)
Xiaocan Wu, Yu-e Sun, Yang Du, Xiaoshuang Xing, Guoju Gao, He Huang
An Efficient Malicious User Detection Mechanism for Crowdsensing System. WASA (1) (2020)
Yutong Zhai, Hongli Xu, Haibo Wang, Zeyu Meng, He Huang
Joint Routing and Sketch Configuration in Software-Defined Networking. IEEE/ACM Trans. Netw. 28 (5) (2020)
Yang Du, Yu-e Sun, He Huang, Liusheng Huang, Hongli Xu, Xiaocan Wu
Quality-aware online task assignment mechanisms using latent topic model. Theor. Comput. Sci. 803 (2020)
Jiapeng Zheng, Shiu Hei Lam, He Huang, Lei Shao
Recent Progress in Optical-Resonance-Assisted Movement Control of Nanomotors. Adv. Intell. Syst. 2 (3) (2020)
Yu-e Sun, He Huang, Chaoyi Ma, Shigang Chen, Yang Du, Qingjun Xiao
Online Spread Estimation with Non-duplicate Sampling. INFOCOM (2020)
He Huang, Yu-E Sun, Chaoyi Ma, Shigang Chen, You Zhou, Wenjian Yang, Shaojie Tang, Hongli Xu, Yan Qiao
An Efficient K-Persistent Spread Estimator for Traffic Measurement in High-Speed Networks. IEEE/ACM Trans. Netw. 28 (4) (2020)
Yongliang Zhang, He Huang
Adaptive complex-valued stepsize based fast learning of complex-valued neural networks. Neural Networks 124 (2020)
Kai Han, Yuntian He, Alex X. Liu, Shaojie Tang, He Huang
Differentially Private and Budget-Limited Bandit Learning over Matroids. INFORMS J. Comput. 32 (3) (2020)
Zhen Cao, Yu-e Sun, He Huang, Hansong Guo, Yang Du, An Liu, Le Lu
Finding Persistent Elements of Anomalous Flows in Distributed Monitoring Systems. ISCC (2020)
Xiaoyu Wang, Haipeng Dai, He Huang, Yunhuai Liu, Guihai Chen, Wanchun Dou
Robust Scheduling for Wireless Charger Networks. INFOCOM (2019)
Xiaofeng Zhao, Xiaocan Wu, Yu-e Sun, He Huang, Yang Du, Zhen Cao
CPDM: An Efficient Crowdsensing-Based Pothole Detection and Measurement System Design. ICTAI (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

He Huang