Yiwei Sun

发表

Non-target-specific Node Injection Attacks on Graph Neural Networks: A Hierarchical Reinforcement Learning Approach

Suhang Wang, Yiwei Sun, Xianfeng Tang, 2020 .

Detecting Overlapping Communities from Local Spectral Subspaces

Kun He, John E. Hopcroft, Yixuan Li, 2015, 2015 IEEE International Conference on Data Mining.

Compositional Stochastic Average Gradient for Machine Learning and Related Applications pdf

Vasant Honavar, Yasser El-Manzalawy, Tsung-Yu Hsieh, 2018, IDEAL.

Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach

Suhang Wang, Tsung-Yu Hsieh, Vasant G. Honavar, 2020, WWW.

Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks

Jiliang Tang, P. Mitra, Suhang Wang, 2020, CIKM.

Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values pdf

Xianfeng Tang, Prasenjit Mitra, Charu Aggarwal, 2019, AAAI.

Transferring Robustness for Graph Neural Network Against Poisoning Attacks

Prasenjit Mitra, Suhang Wang, Yandong Li, 2019, WSDM.

Multi-view Network Embedding via Graph Factorization Clustering and Co-regularized Multi-view Agreement

Vasant Honavar, Yiwei Sun, Ngot Bui, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals

Suhang Wang, Yiwei Sun, Tsung-Yu Hsieh, 2021, WSDM.

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals pdf

Vasant Honavar, Suhang Wang, Tsung-Yu Hsieh, 2020, ArXiv.

Improving Image Captioning by Leveraging Knowledge Graphs

Vasant Honavar, Yimin Zhou, Yiwei Sun, 2019, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

Node Injection Attacks on Graphs via Reinforcement Learning pdf

Vasant Honavar, Xianfeng Tang, Suhang Wang, 2019, ArXiv.

Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository

Suhang Wang, Yiwei Sun, Enyan Dai, 2020, ICWSM.

Adaptive Structural Co-regularization for Unsupervised Multi-view Feature Selection

Vasant Honavar, Suhang Wang, Tsung-Yu Hsieh, 2019, 2019 IEEE International Conference on Big Knowledge (ICBK).

SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Multi-variate Time Series

Xianfeng Tang, Vasant G. Honavar, Yiwei Sun, 2021, WWW.

An Ontology-Aware Framework for Audio Event Classification

Shabnam Ghaffarzadegan, Yiwei Sun, Yiwei Sun, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding

Vasant Honavar, Xianfeng Tang, Suhang Wang, 2019, IJCAI.

Functional Autoencoders for Functional Data Representation Learning

Vasant Honavar, Yiwei Sun, Suhang Wang, 2021, SDM.

Graph Convolutional Networks against Degree-Related Biases pdf

Xianfeng Tang, Prasenjit Mitra, Charu Aggarwal, 2020, ArXiv.

SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Time Series Data

Vasant G Honavar, Yiwei Sun, Xianfeng Tang, 2021 .

Transferring Robustness for Graph Neural Network Against Poisoning Attacks

P. Mitra, Yandong Li, Suhang Wang, 2019, WSDM.

Labeled Data Generation with Inexact Supervision

Kai Shu, Enyan Dai, Yiwei Sun, 2021, KDD.