Peng Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 62

Top Venues

CoRR

WWW (Companion Volume)

IEEE Trans. Knowl. Data Eng.

CIKM

Publications

Siya Chen, Luyan Ji, Kexin Li, Peng Zhang, Hairong Tang
The Spatio-Temporal Variation of Vegetation and Its Driving Factors during the Recent 20 Years in Beijing. Remote. Sens. 16 (5) (2024)
Xiaoou Zhang, Yang Gao, Yang Liu, Yujia Zhu, Peng Zhang, Chuan Zhou, Qingyun Liu, Hongyang Chen
Meta Structure Search for Link Weight Prediction in Heterogeneous Graphs. ICASSP (2024)
Zenghui Xu, Mingzhang Li, Ting Yu, Linlin Hou, Peng Zhang, Rage Uday Kiran, Zhao Li, Ji Zhang
A Novel Multi-scale Spatiotemporal Graph Neural Network for Epidemic Prediction. DEXA (2) (2024)
Yang Liu, Chuan Zhou, Peng Zhang, Shirui Pan, Zhao Li, Hongyang Chen
Decision-focused Graph Neural Networks for Combinatorial Optimization. CoRR (2024)
Yang Liu, Peng Zhang, Yang Gao, Chuan Zhou, Zhao Li, Hongyang Chen
Combinatorial Optimization with Automated Graph Neural Networks. CoRR (2024)
Xixun Lin, Zhao Li, Peng Zhang, Luchen Liu, Chuan Zhou, Bin Wang, Zhihong Tian
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Yongquan He, Peng Zhang, Luchen Liu, Qi Liang, Wenyuan Zhang, Chuang Zhang
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph. CoRR (2024)
Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou
GIPA++: A General Information Propagation Algorithm for Graph Learning. CoRR (2023)
Yang Liu, Chuan Zhou, Shirui Pan, Jia Wu, Zhao Li, Hongyang Chen, Peng Zhang
CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing. WWW (2023)
Runnan Tan, Qingfeng Tan, Qin Zhang, Peng Zhang, Yushun Xie, Zhao Li
Ethereum fraud behavior detection based on graph neural networks. Computing 105 (10) (2023)
Yong Shi, Yuanying Zhang, Peng Zhang, Yang Xiao, Lingfeng Niu
Federated learning with ℓ1 regularization. Pattern Recognit. Lett. 172 (2023)
Yang Gao, Peng Zhang, Chuan Zhou, Hong Yang, Zhao Li, Yue Hu, Philip S. Yu
HGNAS++: Efficient Architecture Search for Heterogeneous Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Zhihong Chen, Peng Zhang, Yu Zhang, Xunpeng Xu, Luyan Ji, Hairong Tang
Thick Cloud Removal in Multi-Temporal Remote Sensing Images via Frequency Spectrum-Modulated Tensor Completion. Remote. Sens. 15 (5) (2023)
Yuchen Zhou, Yanan Cao, Yongchao Liu, Yanmin Shang, Peng Zhang, Zheng Lin, Yun Yue, Baokun Wang, Xing Fu, Weiqiang Wang
Multi-Aspect Heterogeneous Graph Augmentation. WWW (2023)
Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou
GIPA: A General Information Propagation Algorithm for Graph Learning. DASFAA (4) (2023)
Yang Gao, Peng Zhang, Hong Yang, Chuan Zhou, Yue Hu, Zhihong Tian, Zhao Li, Jingren Zhou
GraphNAS++: Distributed Architecture Search for Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Yufeng Ye, Qichao He, Peng Zhang, Jie Xiao, Zhao Li
Multivariate Time Series Anomaly Detection with Fourier Time Series Transformer. CloudNet (2023)
Haishuai Wang, Yang Gao, Xin Zheng, Peng Zhang, Hongyang Chen, Jiajun Bu
Graph Neural Architecture Search with GPT-4. CoRR (2023)
Anda Tang, Lingfeng Niu, Jianyu Miao, Peng Zhang
Training Compact DNNs with ℓ1/2 Regularization. Pattern Recognit. 136 (2023)
Hong Yang, Ling Chen, Shirui Pan, Haishuai Wang, Peng Zhang
Discrete embedding for attributed graphs. Pattern Recognit. 123 (2022)
Runnan Tan, Qingfeng Tan, Peng Zhang, Zhao Li
Graph Neural Network for Ethereum Fraud Detection. ICBK (2021)
Ruizhi Zhou, Qin Zhang, Peng Zhang, Lingfeng Niu, Xiaodong Lin
Anomaly detection in dynamic attributed networks. Neural Comput. Appl. 33 (6) (2021)
Haishuai Wang, Zhao Li, Xuanwu Liu, Donghui Ding, Zehong Hu, Peng Zhang, Chuan Zhou, Jiajun Bu
Fulfillment-Time-Aware Personalized Ranking for On-Demand Food Recommendation. CIKM (2021)
Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang
Path-based Deep Network for Candidate Item Matching in Recommenders. SIGIR (2021)
Hong Yang, Peng Zhang, Haishuai Wang, Chuan Zhou, Zhao Li, Li Gao, Qingfeng Tan
Towards embedding information diffusion data for understanding big dynamic networks. Neurocomputing 466 (2021)
Wei Xia, Fei Zhao, Haishuai Wang, Peng Zhang, Anhui Wang, Kang Li
Crawler Detection in Location-Based Services Using Attributed Action Net. CIKM (2021)
Haishuai Wang, Zhao Li, Peng Zhang, Jiaming Huang, Pengrui Hui, Jian Liao, Ji Zhang, Jiajun Bu
Live-Streaming Fraud Detection: A Heterogeneous Graph Neural Network Approach. KDD (2021)
Zhao Li, Pengrui Hui, Peng Zhang, Jiaming Huang, Biao Wang, Ling Tian, Ji Zhang, Jianliang Gao, Xing Tang
What Happens Behind the Scene? Towards Fraud Community Detection in E-Commerce from Online to Offline. WWW (Companion Volume) (2021)
Zhao Li, Pengcheng Zou, Xia Chen, Shichang Hu, Peng Zhang, Yumou Zhang, Bingsheng He, Yuchen Li, Xing Tang
From Community Search to Community Understanding: A Multimodal Community Query Engine. CIKM (2021)
Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou, Peng Zhang
Discrete Embedding for Latent Networks. IJCAI (2020)
Lin Cui, Jia Wu, Dechang Pi, Peng Zhang, Paul J. Kennedy
Dual Implicit Mining-Based Latent Friend Recommendation. IEEE Trans. Syst. Man Cybern. Syst. 50 (5) (2020)
Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu
Graph Neural Architecture Search. IJCAI (2020)
Hong Yang, Shirui Pan, Ling Chen, Chuan Zhou, Peng Zhang
Low-Bit Quantization for Attributed Network Representation Learning. IJCAI (2019)
Qin Zhang, Jia Wu, Peng Zhang, Guodong Long, Chengqi Zhang
Salient Subsequence Learning for Time Series Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41 (9) (2019)
Haishuai Wang, Jia Wu, Peng Zhang, Yixin Chen
Learning Shapelet Patterns from Network-Based Time Series. IEEE Trans. Ind. Informatics 15 (7) (2019)
Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang
Regularization for Learning Sparse Deep Neural Networks. CoRR (2019)
Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang
Transformed ℓ1 regularization for learning sparse deep neural networks. Neural Networks 119 (2019)
Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu
GraphNAS: Graph Neural Architecture Search with Reinforcement Learning. CoRR (2019)
Yong Shi, Jianyu Miao, Zhengyu Wang, Peng Zhang, Lingfeng Niu
Regularization. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Hong Yang, Shirui Pan, Peng Zhang, Ling Chen, Defu Lian, Chengqi Zhang
Binarized attributed network embedding. ICDM (2018)
Jingjing Tang, Yingjie Tian, Peng Zhang, Xiaohui Liu
Multiview Privileged Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Yong Shi, Minglong Lei, Peng Zhang, Lingfeng Niu
Diffusion Based Network Embedding. CoRR (2018)
Qinzhe Zhang, Jia Wu, Qin Zhang, Peng Zhang, Guodong Long, Chengqi Zhang
Dual influence embedded social recommendation. World Wide Web 21 (4) (2018)
Zhiquan Qi, Fan Meng, Yingjie Tian, Lingfeng Niu, Yong Shi, Peng Zhang
Adaboost-LLP: A Boosting Method for Learning With Label Proportions. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Lingfeng Niu, Ruizhi Zhou, Yingjie Tian, Zhiquan Qi, Peng Zhang
Regularized Sparse Regression. IEEE Trans. Cybern. 47 (6) (2017)
Haishuai Wang, Jia Wu, Shirui Pan, Peng Zhang, Ling Chen
Towards large-scale social networks with online diffusion provenance detection. Comput. Networks 114 (2017)
Chaoqun Li, Liangxiao Jiang, Hongwei Li, Jia Wu, Peng Zhang
Toward value difference metric with attribute weighting. Knowl. Inf. Syst. 50 (3) (2017)
Qinzhe Zhang, Jia Wu, Peng Zhang, Guodong Long, Chengqi Zhang
Collective Hyping Detection System for Identifying Online Spam Activities. IEEE Intell. Syst. 32 (5) (2017)
Zhipeng Chen, Peng Zhang, Qingyun Liu
ProxyDetector: A Guided Approach to Finding Web Proxies. LCN (2017)
Peng Wang, Peng Zhang, Chuan Zhou, Zhao Li, Hong Yang
Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data. Data Min. Knowl. Discov. 31 (1) (2017)
Haishuai Wang, Peng Zhang, Xingquan Zhu, Ivor Wai-Hung Tsang, Ling Chen, Chengqi Zhang, Xindong Wu
Incremental Subgraph Feature Selection for Graph Classification. IEEE Trans. Knowl. Data Eng. 29 (1) (2017)
Chuan Zhou, Weixue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo
On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks. AAAI (2016)
Qinzhe Zhang, Qin Zhang, Guodong Long, Peng Zhang, Chengqi Zhang
Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior. PAKDD (1) (2016)
Zhipeng Chen, Peng Zhang, Chao Zheng, Qingyun Liu
CookieMiner: Towards real-time reconstruction of web-downloading chains from network traces. ICC (2016)
Jia Wu, Shirui Pan, Xingquan Zhu, Peng Zhang, Chengqi Zhang
SODE: Self-Adaptive One-Dependence Estimators for classification. Pattern Recognit. 51 (2016)
Qin Zhang, Peng Zhang, Guodong Long, Wei Ding, Chengqi Zhang, Xindong Wu
Online Learning from Trapezoidal Data Streams. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Peng Zhang, Jing He, Guodong Long, Guangyan Huang, Chengqi Zhang
Towards Anomalous Diffusion Sources Detection in a Large Network. ACM Trans. Internet Techn. 16 (1) (2016)
Qin Zhang, Jia Wu, Peng Zhang, Guodong Long, Ivor W. Tsang, Chengqi Zhang
Inferring Latent Network from Cascade Data for Dynamic Social Recommendation. ICDM (2016)
Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu
Direct Discriminative Bag Mapping for Multi-Instance Learning. AAAI (2016)
Yongshan Zhang, Jia Wu, Chuan Zhou, Peng Zhang, Zhihua Cai
Multiple-Instance Learning with Evolutionary Instance Selection. DASFAA (1) (2016)
Zhiquan Qi, Bo Wang, Yingjie Tian, Peng Zhang
When Ensemble Learning Meets Deep Learning: a New Deep Support Vector Machine for Classification. Knowl. Based Syst. 107 (2016)
Yongshan Zhang, Jia Wu, Zhihua Cai, Peng Zhang, Ling Chen
Memetic Extreme Learning Machine. Pattern Recognit. 58 (2016)
Wenyu Zang, Chuan Zhou, Li Guo, Peng Zhang
Topic-aware Source Locating in Social Networks. WWW (Companion Volume) (2015)
Wenyu Zang, Peng Zhang, Chuan Zhou, Li Guo
Locating multiple sources in social networks under the SIR model: A divide-and-conquer approach. J. Comput. Sci. 10 (2015)
Haishuai Wang, Peng Zhang, Ivor W. Tsang, Ling Chen, Chengqi Zhang
Defragging Subgraph Features for Graph Classification. CIKM (2015)
Zhi Qiao, Guangyan Huang, Jing He, Peng Zhang, Yanchun Zhang, Li Guo
Modelling semantics across multiple time series and its applications. Knowl. Based Syst. 85 (2015)
Peng Zhang, Yan Li, Qingyun Liu, Hailun Lin
A Scalable Distributed Private Stream Search System. ICDCS Workshops (2015)
Weixue Lu, Peng Zhang, Chuan Zhou, Chun-Yi Liu, Li Gao
Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation. IJCAI (2015)
Peng Wang, Chuan Zhou, Peng Zhang, Weiwei Feng, Li Guo, Binxing Fang
Evolving Chinese Restaurant Processes for Modeling Evolutionary Traces in Temporal Data. PAKDD (2) (2015)
Peng Wang, Peng Zhang, Chuan Zhou, Zhao Li, Guo Li
Modeling Infinite Topics on Social Behavior Data with Spatio-temporal Dependence. CIKM (2015)
Peng Zhang, Chuan Zhou, Peng Wang, Byron J. Gao, Xingquan Zhu, Li Guo
E-Tree: An Efficient Indexing Structure for Ensemble Models on Data Streams. IEEE Trans. Knowl. Data Eng. 27 (2) (2015)
Haishuai Wang, Peng Zhang, Ling Chen, Chengqi Zhang
SocialAnalysis: A Real-Time Query and Mining System from Social Media Data Streams. ADC (2015)
Yan Li, Hong Zhang, Yong Wang, Xinran Liu, Peng Zhang
A Scheduling Framework for Periodic Tasks in Geo-Distributed Data Centers. SOSE (2015)
Xiancai Ji, Zhi Qiao, Mingze Xu, Peng Zhang, Chuan Zhou, Li Guo
Online Event Recommendation for Event-based Social Networks. WWW (Companion Volume) (2015)
Haishuai Wang, Peng Zhang, Jia Wu, Shirui Pan
Mining Top-k Minimal Redundancy Frequent Patterns over Uncertain Databases. ICONIP (4) (2015)
Jia Wu, Shirui Pan, Xingquan Zhu, Zhihua Cai, Peng Zhang, Chengqi Zhang
Self-adaptive attribute weighting for Naive Bayes classification. Expert Syst. Appl. 42 (3) (2015)
Qin Zhang, Peng Zhang, Guodong Long, Wei Ding, Chengqi Zhang, Xindong Wu
Towards Mining Trapezoidal Data Streams. ICDM (2015)
Haishuai Wang, Peng Zhang, Ling Chen, Huan Liu, Chengqi Zhang
Online diffusion source detection in social networks. IJCNN (2015)
Chuan Zhou, Peng Zhang, Wenyu Zang, Li Guo
On the Upper Bounds of Spread for Greedy Algorithms in Social Network Influence Maximization. IEEE Trans. Knowl. Data Eng. 27 (10) (2015)
Weiwei Feng, Peng Wang, Chuan Zhou, Li Guo, Peng Zhang
Fast Search for Distance Dependent Chinese Restaurant Processes. WWW (Companion Volume) (2015)
Zhi Qiao, Peng Zhang, Jing He, Yanan Cao, Chuan Zhou, Li Guo
Combining geographical information of users and content of items for accurate rating prediction. WWW (Companion Volume) (2014)
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang
Combining Heterogenous Social and Geographical Information for Event Recommendation. AAAI (2014)
Chuan Zhou, Peng Zhang, Wenyu Zang, Li Guo
Maximizing the long-term integral influence in social networks under the voter model. WWW (Companion Volume) (2014)
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo
Improving Collaborative Recommendation via Location-based User-item Subgroup. ICCS (2014)
Wenyu Zang, Peng Zhang, Chuan Zhou, Li Guo
Discovering Multiple Diffusion Source Nodes in Social Networks. ICCS (2014)
Chuan Zhou, Peng Zhang, Jing Guo, Li Guo
An upper bound based greedy algorithm for mining top-k influential nodes in social networks. WWW (Companion Volume) (2014)
Yao Lu, Peng Zhang, Yanan Cao, Yue Hu, Li Guo
On the Frequency Distribution of Retweets. ITQM (2014)
Peng Zhang, Li Guo, Tianyu Kang, Jianwei Zhang
Joint Optimization of Power and Filter-and-Forward Beamforming in Cognitive Networks with Frequency Selective Channels. VTC Spring (2014)
Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang
Event Recommendation in Event-Based Social Networks. AAAI (2014)
Cuiwen Xiong, Peng Zhang, Yan Li, Shipeng Zhang, Qingyun Liu, Jianlong Tan
A Memory-Based Continuous Query Index for Stream Processing. BigData Congress (2014)
Peng Wang, Peng Zhang, Yanan Cao, Li Guo, Binxing Fang
Forward Classification on Data Streams. PAKDD (1) (2014)
Chuan Zhou, Peng Zhang, Wenyu Zang, Li Guo
Maximizing the Cumulative Influence through a Social Network when Repeat Activation Exists. ICCS (2014)
Zhi Qiao, Peng Zhang, Wenjia Niu, Chuan Zhou, Peng Wang, Li Guo
Online Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction. ICDM (2014)
Yanan Cao, Peng Zhang, Jing Guo, Li Guo
Mining Large-scale Event Knowledge from Web Text. ICCS (2014)
Yan Li, Li Zhao, Xinran Liu, Peng Zhang
A Security Framework for Cloud-Based Web Crawling System. IEEE WISA (2014)
Jianwei Zhang, Li Guo, Tianyu Kang, Peng Zhang
Cooperative Beamforming in Cognitive Radio Network with Two-Way Relay. VTC Spring (2014)
Wenyu Zang, Peng Zhang, Chuan Zhou, Li Guo
Comparative study between incremental and ensemble learning on data streams: Case study. J. Big Data 1 (2014)
Zhicong Tan, Peng Zhang, Jianlong Tan, Li Guo
A Multi-layer Event Detection Algorithm for Detecting Global and Local Hot Events in Social Networks. ICCS (2014)
Yan Li, Jinhua Xiong, Xinran Liu, Hong Zhang, Peng Zhang
Folksonomy-Based In-Depth Annotation of Web Services. SOSE (2014)
Wenyu Zang, Peng Zhang, Xiao Wang, Jinqiao Shi, Li Guo
Detecting Sybil Nodes in Anonymous Communication Systems. ITQM (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peng Zhang