Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Task-Agnostic Graph Explanations.

[BibT_eX]

[DOI]

Yaochen Xie

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AutoGDA: Automated Graph Data Augmentation for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the Learning on Graphs Conference, 2022

Condensing Graphs via One-Step Gradient Matching.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Citywide Traffic Volume Inference with Surveillance Camera Records.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

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

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Quantization Noise Suppression with Noise-shaping Technique in DMT-modulated IM/DD Optical Interconnects utilizing Low-resolution DAC.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020

Layer-constrained variational autoencoding kernel density estimation model for anomaly detection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Find you if you drive: Inferring home locations for vehicles with surveillance camera data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Graph Convolutional Networks against Degree-Related Biases.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Transferring Robustness for Graph Neural Network Against Poisoning Attacks.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

True Equalization of PDL in Presence of Fast RSOP.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Graph Structure Learning for Robust Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Semi-Supervised Graph-to-Graph Translation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Learning Enriched Features for Video Denoising with Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Asia Pacific Conference on Circuits and Systems, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Node Injection Attacks on Graphs via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Robust Graph Neural Network Against Poisoning Attacks via Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Hybrid Adaptive Cubature Kalman Filter with Unknown Variance of Measurement Noise.

[BibT_eX]

[DOI]

Sensors, 2018

Modeling Spatial-Temporal Dynamics for Traffic Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Representation Learning for Large-Scale Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Dual-Mode Index Modulation Aided OFDM With Constellation Power Allocation and Low-Complexity Detector Design.

[BibT_eX]

[DOI]

IEEE Access, 2017

2010

Next-generation E-health communication infrastructure using converged super-broadband optical and wireless access system.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

2009

Optimization of Phase Regenerator in Differential Phase-Shift Keying Format Communication System.

[BibT_eX]

[DOI]

Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Xianfeng Tang

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