Hao Peng
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Large-scale hierarchical text classification with recursively regularized deep graph-cnn
H Peng, J Li, Y He, Y Liu, M Bao, L Wang, Y Song, Q Yang
Proceedings of the 2018 world wide web conference, 1063-1072, 2018
2092018
Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction
Hao Peng, Bowen Du, Senzhang Wang, Md Zakirul Alam Bhuiyan, Lihong Wang ...
IEEE Transactions on Intelligent Transportation Systems, 2019
862019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification
H Peng, J Li, S Wang, L Wang, Q Gong, R Yang, B Li, PS Yu, L He
IEEE Transactions on Knowledge and Data Engineering, 2019
612019
Prediction of academic performance associated with internet usage behaviors using machine learning algorithms
X Xu, J Wang, H Peng, R Wu
Computers in Human Behavior 98, 166-173, 2019
592019
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models
H Peng, J Li, Y Song, Y Liu
AAAI, 3267-3273, 2017
552017
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding
Y He, Y Song, J Li, C Ji, J Peng, H Peng
CIKM2019, 2019
482019
Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks
H Peng, J Li, Q Gong, Y Song, Y Ning, K Lai, PS Yu
IJCAI2019, 3238-3245, 2019
482019
Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting
H Peng, H Wang, B Du, MZA Bhuiyan, H Ma, J Liu, L Wang, Z Yang, L Du, ...
Information Sciences 521, 277-290, 2020
352020
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters
Y Dou, Z Liu, L Sun, Y Deng, H Peng, PS Yu
CIKM2020, 2020
292020
Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection
Z Liu, Y Dou, PS Yu, Y Deng, H Peng
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
272020
A survey on text classification: From shallow to deep learning
Q Li, H Peng, J Li, C Xia, R Yang, L Sun, PS Yu, L He
arXiv preprint arXiv:2008.00364, 2020
25*2020
Event Detection and Evolution in Multi-lingual Social Streams
Y Liu, H Peng, J Li, Y Song, X Li
Frontiers of Computer Science, 2019
242019
Time-evolving Text Classification with Deep Neural Networks
Y He, J Li, Y Song, M He, H Peng
IJCAI 18, 2241-2247, 2018
232018
Motif-matching based Subgraph-level Attentional Convolutional Network for Graph Classification
H Peng, J Li, Q Gong, Y Ning, S Wang, L He
Thirty-Fouth AAAI Conference on Artificial Intelligence, 2020
21*2020
Attentional graph convolutional networks for knowledge concept recommendation in moocs in a heterogeneous view
J Gong, S Wang, J Wang, W Feng, H Peng, J Tang, PS Yu
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
202020
Graph CNNs for urban traffic passenger flows prediction
J Li, H Peng, L Liu, G Xiong, B Du, H Ma, L Wang, MZA Bhuiyan
2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2018
202018
Incremental term representation learning for social network analysis
H Peng, M Bao, J Li, MZA Bhuiyan, Y Liu, Y He, E Yang
Future Generation Computer Systems 86, 1503-1512, 2018
182018
SeqST-GAN: Seq2Seq generative adversarial nets for multi-step urban crowd flow prediction
S Wang, J Cao, H Chen, H Peng, Z Huang
ACM Transactions on Spatial Algorithms and Systems (TSAS) 6 (4), 1-24, 2020
172020
Hincti: A cyber threat intelligence modeling and identification system based on heterogeneous information network
Y Gao, LI Xiaoyong, P Hao, B Fang, P Yu
IEEE Transactions on Knowledge and Data Engineering, 2020
172020
Aspect-Based Sentiment Classification with Attentive Neural Turing Machines
Q Mao, J Li, S Wang, Y Zhang, H Peng, M He, L Wang
IJCAI2019, 5139-5145, 2019
162019
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Artikelen 1–20