default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDHaizhou Du
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
[j19]Haizhou Du
, Chaoqian Cheng, Chengdong Ni:
A unified momentum-based paradigm of decentralized SGD for non-convex models and heterogeneous data. Artif. Intell. 332: 104130 (2024)- [j18]Haizhou Du, Chengdong Ni, Chaoqian Cheng, Qiao Xiang, Xi Chen, Xue Liu:
FedSwarm: An Adaptive Federated Learning Framework for Scalable AIoT. IEEE Internet Things J. 11(5): 8268-8287 (2024) - [j17]Haizhou Du, Conghao Liu, Haotian Liu, Xiaoyu Ding, Huan Huo:
An efficient federated learning framework for graph learning in hyperbolic space. Knowl. Based Syst. 289: 111438 (2024) - 2023
- [j16]Haizhou Du, Yijian Chen, Xiaojie Feng, Qiao Xiang, Haoyu Liu:
An efficient federated learning framework for multi-channeled mobile edge network with layered gradient compression. Comput. Networks 221: 109517 (2023) - [j15]Haizhou Du, Yue Tang, Zebang Cheng:
An efficient joint framework for interacting knowledge graph and item recommendation. Knowl. Inf. Syst. 65(4): 1685-1712 (2023) - [j14]Yukun Cao, Yijia Tang, Haizhou Du, Feifei Xu, Ziyue Wei, ChengKun Jin:
Heterogeneous Reinforcement Learning Network for Aspect-Based Sentiment Classification With External Knowledge. IEEE Trans. Affect. Comput. 14(4): 3362-3375 (2023) - 2022
- [j13]Haizhou Du, Ziyi Duan:
Finder: A novel approach of change point detection for multivariate time series. Appl. Intell. 52(3): 2496-2509 (2022) - [j12]Yukun Cao, Yijia Tang, Haizhou Du, Feifei Xu, Ziyue Wei, ChengKun Jin:
Isomer: Transfer enhanced dual-channel heterogeneous dependency attention network for aspect-based sentiment classification. Knowl. Based Syst. 256: 109879 (2022) - [j11]Haizhou Du, Yan Zhou:
Nostradamus: A novel event propagation prediction approach with spatio-temporal characteristics in non-Euclidean space. Neural Networks 145: 386-394 (2022) - 2021
- [j10]Haizhou Du, Keke Zhang, Qiao Xiang:
Stargazer: Toward efficient data analytics scheduling via task completion time inference. Comput. Electr. Eng. 92: 107092 (2021) - [j9]Haizhou Du, Shiwei Wang, Huan Huo:
XFinder: Detecting Unknown Anomalies in Distributed Machine Learning Scenario. Frontiers Comput. Sci. 3: 710384 (2021) - [j8]Haizhou Du, Ziyi Duan, Yang Zheng:
CPMAN: Change Point Detection Approach in Time Series Based on the Prediction of Multi-stage Attention Networks. Int. J. Artif. Intell. Tools 30(5): 2150026:1-2150026:25 (2021) - [j7]Haizhou Du, Yan Zhou, Yunpu Ma, Shiwei Wang:
Astrologer: Exploiting graph neural Hawkes process for event propagation prediction with spatio-temporal characteristics. Knowl. Based Syst. 228: 107247 (2021) - 2020
- [j6]Haizhou Du, Shaohua Zhang:
Hawkeye: Adaptive Straggler Identification on Heterogeneous Spark Cluster With Reinforcement Learning. IEEE Access 8: 57822-57832 (2020) - [j5]Haizhou Du, Ping Han, Qiao Xiang, Sheng Huang:
MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning. Big Data 8(4): 270-290 (2020) - 2019
- [j4]Haizhou Du, Wei Fang, Yi Wang:
Hephaistos: A fast and distributed outlier detection approach for big mixed attribute data. Intell. Data Anal. 23(4): 759-778 (2019) - [j3]Xiao Lin, Haizhou Du, Shenshen Chen:
A novel graph compression algorithm for data-intensive scientific networks. Int. J. High Perform. Comput. Netw. 14(4): 425-434 (2019) - 2016
- [j2]Jingsheng Lei, Teng Jiang, Kui Wu, Haizhou Du, Guokang Zhu, Zhaoqing Wang:
Robust K-means algorithm with automatically splitting and merging clusters and its applications for surveillance data. Multim. Tools Appl. 75(19): 12043-12059 (2016) - 2015
- [j1]Jingsheng Lei, Teng Jiang, Kui Wu, Haizhou Du, Lin Zhu:
Robust local outlier detection with statistical parameter for big data. Comput. Syst. Sci. Eng. 30(5) (2015)
Conference and Workshop Papers
- 2024
- [c29]Yao Wang, Kexin Yu, Ziyi Wang, Kaiqiang Hu, Haizhou Du, Qiao Xiang, Xing Fang, Geng Li, Ruiting Zhou, Linghe Kong, Jiwu Shu:
Rethinking DNS Configuration Verification with a Distributed Architecture. APNet 2024: 23-30 - [c28]Haizhou Du, Ming Li:
FlowSeer: A Novel Framework for Generalized Network Performance Estimation at Flow Level. CSCWD 2024: 2834-2839 - [c27]Kaiqiang Hu, Haizhou Du, Yao Wang:
Heracles: A Novel State-based Distributed Verification Framework for DNS Configurations. FMANO@SIGCOMM 2024 - [c26]Haizhou Du, Zhiyuan Yang:
FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios. ECML/PKDD (5) 2024: 125-141 - 2023
- [c25]Chengdong Ni, Haizhou Du:
Baileys: An Efficient Distributed Machine Learning Framework by Dynamic Grouping. ICMLC 2023: 92-96 - [c24]Haoyu Liu, Feiyan Ding, Yao Wang, Qiao Xiang, Jiwu Shu, Haizhou Du, Linghe Kong, Xue Liu:
What Appears Suboptimal May Surprise You: A Fixed-Rate Scheduling Policy for Geo-Distributed CoFlows. ICPADS 2023: 1342-1349 - [c23]Yangfan Huang, Yuling Lin, Haizhou Du, Yijian Chen, Haohao Song, Linghe Kong, Qiao Xiang, Qiang Li, Franck Le, Jiwu Shu:
Toward a Unified Framework for Verifying and Interpreting Learning-Based Networking Systems. IWQoS 2023: 1-10 - 2022
- [c22]Haizhou Du, Sheng Huang, Qiao Xiang:
Orchestra: adaptively accelerating distributed deep learning in heterogeneous environments. CF 2022: 181-184 - [c21]Haizhou Du, Yang Zheng:
Sailfish: A Fast Bayesian Change Point Detection Framework with Gaussian Process for Time Series. ICANN (3) 2022: 740-751 - [c20]Ryan Yang, Haizhou Du, Andre Wibisono, Patrick Baker:
Aggregation in the Mirror Space (AIMS): Fast, Accurate Distributed Machine Learning in Military Settings. MILCOM 2022: 470-477 - 2021
- [c19]Ziyi Duan, Haizhou Du, Yang Zheng:
Trident: Change Point Detection for Multivariate Time Series via Dual-Level Attention Learning. ACIIDS 2021: 799-810 - [c18]Xiaojie Feng, Haizhou Du:
FLZip: An Efficient and Privacy-Preserving Framework for Cross-Silo Federated Learning. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2021: 209-216 - [c17]Haizhou Du, Yue Tang:
Symbiosis: A Novel Framework for Integrating Hierarchies from Knowledge Graph into Recommendation System. KSEM 2021: 242-254 - 2020
- [c16]Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du:
Controllable Multi-Character Psychology-Oriented Story Generation. CIKM 2020: 1675-1684 - [c15]Shuhe Wang, Dong Guo, Wei Jiang, Haizhou Du, Mingwei Xu:
Dawn: Co-programming Distributed Applications with Network Control. NAI@SIGCOMM 2020: 14-19 - 2019
- [c14]Haizhou Du, Wei Fang, Qing Liu, Zhenchen Yang, Xiaofeng Wang:
Multi-Stage Mixed Attribute Outlier Detection Algorithm Based on Neighborhood Density Difference. BigCom 2019: 160-168 - [c13]Haizhou Du, Shaohua Zhang, Ping Han, Keke Zhang, Bin Xu:
Cheetah: A Dynamic Performance Optimization Approach on Heterogeneous Big Data Analytics Cluster. BigCom 2019: 169-177 - [c12]Haizhou Du, Keke Zhang, Sheng Huang:
OctopusKing: A TCT-Aware Task Scheduling on Spark Platform. ICPADS 2019: 159-162 - 2018
- [c11]Haizhou Du, Wei Fang, Haining Huang, Shuqing Zeng:
MMDBC: Density-Based Clustering Algorithm for Mixed Attributes and Multi-dimension Data. BigComp 2018: 549-552 - [c10]Haizhou Du, Shuqing Zeng, Tingting Dou, Wei Fang, Yi Wang, Chenlu Zhang:
FASTBEE: A Fast and Self-Adaptive Clustering Algorithm Towards to Edge Computing. CSCloud/EdgeCom 2018: 128-133 - [c9]Haizhou Du, Ping Han, Wei Chen, Yi Wang, Chenlu Zhang:
Otterman: A Novel Approach of Spark Auto-tuning by a Hybrid Strategy. ICSAI 2018: 478-483 - [c8]Haizhou Du, Keke Zhang, Zhenchen Yang:
Octopus: Based on Congestion-aware Scheduling on Geo-distributed Big Data Analytics Cluster. ICSAI 2018: 490-495 - [c7]Haizhou Du, Jingu Qian:
Hierarchical Gated Convolutional Networks with Multi-Head Attention for Text Classification. ICSAI 2018: 1170-1175 - 2016
- [c6]Haizhou Du, Shengjie Zhao, Daqiang Zhang, Jinsong Wu:
Novel clustering-based approach for Local Outlier Detection. INFOCOM Workshops 2016: 802-811 - [c5]Haizhou Du, Zhengbo Chen, Qifen Li, Yongwen Yang:
A Novel Text Feature Weight Calculation Method Applied to Power Field. Trustcom/BigDataSE/ISPA 2016: 1700-1705 - 2015
- [c4]Haizhou Du, Shengjie Zhao, Daqiang Zhang:
Robust Local Outlier Detection. ICDM Workshops 2015: 116-123 - 2012
- [c3]Haizhou Du, Weiguo Pan:
A fuzzy clustering algorithm based on interval valued fuzzy sets. FSKD 2012: 283-286 - 2011
- [c2]Feifei Xu, Weiguo Pan, Lai Wei, Haizhou Du:
An Efficient Fuzzy Rough Approach for Feature Selection. RSKT 2011: 95-100 - [c1]Haizhou Du:
Study of a Fuzzy Clustering Algorithm Based on Interval Value. WISM (1) 2011: 141-147
Informal and Other Publications
- 2023
- [i7]Haizhou Du, Chengdong Ni:
A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data. CoRR abs/2303.00179 (2023) - 2022
- [i6]Haizhou Du, Ryan Yang, Yijian Chen, Qiao Xiang, Andre Wibisono, Wei Huang:
Achieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions. CoRR abs/2201.12488 (2022) - [i5]Ryan Yang, Haizhou Du, Andre Wibisono, Patrick Baker:
Aggregation in the Mirror Space (AIMS): Fast, Accurate Distributed Machine Learning in Military Settings. CoRR abs/2210.16181 (2022) - 2021
- [i4]Haizhou Du, Xiaojie Feng, Qiao Xiang, Haoyu Liu:
Toward Efficient Federated Learning in Multi-Channeled Mobile Edge Network with Layerd Gradient Compression. CoRR abs/2109.08819 (2021) - [i3]Haizhou Du, Zong Yan, Qiao Xiang, Qinqing Zhan:
Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning. CoRR abs/2111.10810 (2021) - [i2]Yukun Cao, Yijia Tang, Ziyue Wei, ChengKun Jin, Zeyu Miao, Yixin Fang, Haizhou Du, Feifei Xu:
Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification. CoRR abs/2112.03011 (2021) - 2020
- [i1]Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du:
Controllable Multi-Character Psychology-Oriented Story Generation. CoRR abs/2010.05230 (2020)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-09 01:19 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
