Zheng Liu

57 papers A* 5B 5C 3Misc 2Journal 25Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dual-layer dynamic graph summarization method based on extendable suffix fingerprints.
Future Gener. Comput. Syst.
Qiang Liu, Longlong Zhao, He Cao, Zheng Liu
2026 J jnl
SEGMN: A structure-enhanced graph matching network for graph similarity learning.
Pattern Recognit.
Wenjun Wang, Jiacheng Lu, Kejia Chen, Zheng Liu, Shilong Sang
2025 A* conf
Enhancing Spectral GNNs: From Topology and Perturbation Perspectives.
ICML
Taoyang Qin, Ke-Jia Chen, Zheng Liu
2025 J jnl
HeGMN: Heterogeneous Graph Matching Network for Learning Graph Similarity.
CoRR
Shilong Sang, Ke-Jia Chen, Zheng Liu
2025 J jnl
HeRB: Heterophily-Resolved Structure Balancer for Graph Neural Networks.
CoRR
Ke-Jia Chen, Wenhui Mu, Zheng Liu
2025 — conf
Localized Heat Kernel for Graph Neural Networks.
ECML/PKDD (2)
Taoyang Qin, Ke-Jia Chen, Zheng Liu
2025 J jnl
Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics.
CoRR
Enming Zhang, Zheng Liu, Yu Xiang, Yanwen Qu
2025 J jnl
SAug: Structural Imbalance Aware Augmentation for Graph Neural Networks.
ACM Trans. Intell. Syst. Technol.
Ke-Jia Chen, Wenhui Mu, Zulong Liu, Zheng Liu
2024 J jnl
Layer imbalance-aware multiplex network embedding.
Knowl. Inf. Syst.
Ke-Jia Chen, Yinchu Qiu, Zheng Liu, Wenhui Mu
2024 J jnl
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning.
CoRR
Wenjun Wang, Jiacheng Lu, Kejia Chen, Zheng Liu, Shilong Sang
2023 — conf
Better Data Distillation by Condensing the Interpolated Graphs.
CBD
Yang Sun, Yu Xiang, Ziyuan Wang, Zheng Liu
2023 J jnl
Collaborative bi-aggregation for directed graph embedding.
Neural Networks
Linsong Liu, Ke-Jia Chen, Zheng Liu
2023 J jnl
Cost-sensitive Tensor-based Dual-stage Attention LSTM with Feature Selection for Data Center Server Power Forecasting.
ACM Trans. Intell. Syst. Technol.
Ziyu Shen, Binghui Liu, Qing Zhou, Zheng Liu, Bin Xia, Yun Li
2023 J jnl
PM$^{2}$2VE: Power Metering Model for Virtualization Environments in Cloud Data Centers.
IEEE Trans. Cloud Comput.
Ziyu Shen, Xusheng Zhang, Zheng Liu, Yun Li
2023 J jnl
Structural Imbalance Aware Graph Augmentation Learning.
CoRR
Zulong Liu, Kejia Chen, Zheng Liu
2022 J jnl
Collaborative Bi-Aggregation for Directed Graph Embedding.
CoRR
Linsong Liu, Kejia Chen, Zheng Liu
2022 J jnl
Data characteristics aware prediction model for power consumption of data center servers.
Concurr. Comput. Pract. Exp.
Ziyu Shen, Qing Zhou, Xusheng Zhang, Bin Xia, Zheng Liu, Yun Li
2022 J jnl
Heterogeneous graph convolutional network with local influence.
Knowl. Based Syst.
Ke-Jia Chen, Hao Lu, Zheng Liu, Jiajun Zhang
2022 J jnl
Layer Imbalance Aware Multiplex Network Embedding.
CoRR
Kejia Chen, Yinchu Qiu, Zheng Liu
2022 J jnl
One-to-many comparative summarization for patents.
Scientometrics
Zheng Liu, Jialing Zhang, Tingting Qin, Yanwen Qu, Yun Li
2022 J jnl
Towards better time series prediction with model-independent, low-dispersion clusters of contextual subsequence embeddings.
Knowl. Based Syst.
Zheng Liu, Jialing Zhang, Yun Li
2020 J jnl
Collaboratively Modeling and Embedding of Latent Topics for Short Texts.
IEEE Access
Zheng Liu, Tingting Qin, Ke-Jia Chen, Yun Li
2020 B conf
Cross Message Passing Graph Neural Network.
IJCNN
Zeyu Zhang, Zheng Liu, Qiyun Zhou, Yanwen Qu
2020 — conf
DPAST-RNN: A Dual-Phase Attention-Based Recurrent Neural Network Using Spatiotemporal LSTMs for Time Series Prediction.
ICONIP (3)
Shajia Shan, Ziyu Shen, Bin Xia, Zheng Liu, Yun Li
2020 C conf
Estimating Power Consumption of Containers and Virtual Machines in Data Centers.
CLUSTER
Xusheng Zhang, Ziyu Shen, Bin Xia, Zheng Liu, Yun Li
2020 B conf
What nodes vote to? Graph classification without readout phase.
ICPR
Yuxing Tian, Zheng Liu, Weiding Liu, Zeyu Zhang, Yanwen Qu
2019 B conf
ADPR: An Attention-based Deep Learning Point-of-Interest Recommendation Framework.
IJCNN
Junjie Yin, Yun Li, Zheng Liu, Jian Xu, Bin Xia, Qianmu Li
2019 — conf
Multi-Granularity Power Prediction for Data Center Operations via Long Short-Term Memory Network.
ISPA/BDCloud/SocialCom/SustainCom
Ziyu Shen, Xusheng Zhang, Bin Xia, Zheng Liu, Yun Li
2019 — conf
PCP-2LSTM: Two Stacked LSTM-Based Prediction Model for Power Consumption in Data Centers.
CBD
Ziyu Shen, Xusheng Zhang, Binghui Liu, Bin Xia, Zheng Liu, Yun Li, Saiqin Long
2019 — conf
PPGCN: A Message Selection Based Approach for Graph Classification.
ICONIP (4)
Xinyang Liu, Zheng Liu, Yanwen Qu
2019 — conf
SC-NER: A Sequence-to-Sequence Model with Sentence Classification for Named Entity Recognition.
PAKDD (1)
Yu Wang, Yun Li, Ziye Zhu, Bin Xia, Zheng Liu
2018 — conf
Event Extraction from Streaming System Logs.
ICISA
Shuting Guo, Zheng Liu, Wenyan Chen, Tao Li
2018 — conf
Keyphrase Extraction Based on Optimized Random Walks on Multiple Word Relations.
APWeb/WAIM (2)
Wenyan Chen, Zheng Liu, Wei Shi, Jeffrey Xu Yu
2018 J jnl
Multiple Relational Topic Modeling for Noisy Short Texts.
Int. J. Softw. Eng. Knowl. Eng.
Zheng Liu, Chi-Yu Liu, Bin Xia, Tao Li
2018 — conf
SMAS: An Investor-Oriented Social Media Analysis System for Movies.
IEEE BigData
Zheng Liu, Kejia Chen, Yanwen Qu, Shuting Guo, Chi-Yu Liu, Chengbin Jia
2018 C conf
Topic Modeling for Noisy Short Texts with Multiple Relations.
SEKE
Chi-Yu Liu, Zheng Liu, Tao Li, Bin Xia
2017 J jnl
Data-Driven Techniques in Computing System Management.
ACM Comput. Surv.
Tao Li, Chunqiu Zeng, Yexi Jiang, Wubai Zhou, Liang Tang, Zheng Liu, Yue Huang
2017 Misc conf
Extracting Keyphrases Using Heterogeneous Word Relations.
ADC
Wei Shi, Zheng Liu, Weiguo Zheng, Jeffrey Xu Yu
2017 J jnl
FIU-Miner (a fast, integrated, and user-friendly system for data mining) and its applications.
Knowl. Inf. Syst.
Tao Li, Chunqiu Zeng, Wubai Zhou, Wei Xue, Yue Huang, Zheng Liu, Qifeng Zhou, Bin Xia, Qing Wang, Wentao Wang, Xiaolong Zhu
2017 A* conf
FLAP: An End-to-End Event Log Analysis Platform for System Management.
KDD
Tao Li, Yexi Jiang, Chunqiu Zeng, Bin Xia, Zheng Liu, Wubai Zhou, Xiaolong Zhu, Wentao Wang, Liang Zhang, Jun Wu, Li Xue, Dewei Bao
2017 Misc conf
Named entity recognition for Chinese telecommunications field based on Char2Vec and Bi-LSTMs.
ISKE
Yu Wang, Bin Xia, Zheng Liu, Yun Li, Tao Li
2017 A* conf
STAR: A System for Ticket Analysis and Resolution.
KDD
Wubai Zhou, Wei Xue, Ramesh Baral, Qing Wang, Chunqiu Zeng, Tao Li, Jian Xu, Zheng Liu, Larisa Shwartz, Genady Ya. Grabarnik
2016 — conf
Identifying Relevant Subgraphs in Large Networks.
APWeb Workshops
Zheng Liu, Shuting Guo, Tao Li, Wenyan Chen
2013 — conf
Frequent Subgraph Summarization with Error Control.
WAIM
Zheng Liu, Ruoming Jin, Hong Cheng, Jeffrey Xu Yu
2012 J jnl
Approximate Homogeneous Graph Summarization.
Inf. Media Technol.
Zheng Liu, Jeffrey Xu Yu, Hong Cheng
2012 J jnl
Approximate Homogeneous Graph Summarization.
J. Inf. Process.
Zheng Liu, Jeffrey Xu Yu, Hong Cheng
2012 J jnl
Detecting Priming News Events
CoRR
Di Wu, Yiping Ke, Jeffrey Xu Yu, Zheng Liu
2011 — conf
On Summarizing Graph Homogeneously.
DASFAA Workshops
Zheng Liu, Jeffrey Xu Yu
2011 — —
Summarizing static graphs and mining dynamic graphs.
Zheng Liu
2010 — conf
Discovering Burst Areas in Fast Evolving Graphs.
DASFAA (1)
Zheng Liu, Jeffrey Xu Yu
2010 — conf
Fires on the Web: Towards Efficient Exploring Historical Web Graphs.
DASFAA (1)
Zhenglu Yang, Jeffrey Xu Yu, Zheng Liu, Masaru Kitsuregawa
2008 A* conf
Detection of Shape Anomalies: A Probabilistic Approach Using Hidden Markov Models.
ICDE
Zheng Liu, Jeffrey Xu Yu, Lei Chen, Di Wu
2008 B conf
Integrating Multiple Data Sources for Stock Prediction.
WISE
Di Wu, Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Zheng Liu
2008 C conf
Mining Multiple Time Series Co-movements.
APWeb
Di Wu, Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Zheng Liu
2008 A* conf
Spotting Significant Changing Subgraphs in Evolving Graphs.
ICDM
Zheng Liu, Jeffrey Xu Yu, Yiping Ke, Xuemin Lin, Lei Chen
2005 B conf
Locating Motifs in Time-Series Data.
PAKDD
Zheng Liu, Jeffrey Xu Yu, Xuemin Lin, Hongjun Lu, Wei Wang
2005 — conf
Similarity Search with Implicit Object Features.
WAIM
Yi Luo, Zheng Liu, Xuemin Lin, Wei Wang, Jeffrey Xu Yu