2023

doi dblp
Towards Faithful and Consistent Explanations for Graph Neural Networks
Tianxiang Zhao | Dongsheng Luo | Xiang Zhang | Suhang Wang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features
Tianxiang Zhao | Enyan Dai | Kai Shu | Suhang Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Towards Unbiased and Robust Causal Ranking for Recommender Systems
Teng Xiao | Suhang Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Friend Story Ranking with Edge-Contextual Local Graph Convolutions
Xianfeng Tang | Yozen Liu | Xinran He | Suhang Wang | Neil Shah
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels
Enyan Dai | Wei Jin | Hui Liu | Suhang Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Representation Matters When Learning From Biased Feedback in Recommendation
Teng Xiao | Zhengyu Chen | Suhang Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Exploring Edge Disentanglement for Node Classification
Tianxiang Zhao | Xiang Zhang | Suhang Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks
Tianxiang Zhao | Xiang Zhang | Suhang Wang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information
Enyan Dai | Suhang Wang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns to Attend to Important Variables As Well As Time Intervals
Tsung-Yu Hsieh | Suhang Wang | Yiwei Sun | Vasant G. Honavar
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Towards Self-Explainable Graph Neural Network
Enyan Dai | Suhang Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
SrVARM: State Regularized Vector Autoregressive Model for Joint Learning of Hidden State Transitions and State-Dependent Inter-Variable Dependencies from Multi-variate Time Series
Tsung-Yu Hsieh | Yiwei Sun | Xianfeng Tang | Suhang Wang | Vasant G. Honavar
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
Transferring Robustness for Graph Neural Network Against Poisoning Attacks
Xianfeng Tang | Yandong Li | Yiwei Sun | Huaxiu Yao | Prasenjit Mitra | Suhang Wang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
Deep Multi-Graph Clustering via Attentive Cross-Graph Association
Dongsheng Luo | Jingchao Ni | Suhang Wang | Yuchen Bian | Xiong Yu | Xiang Zhang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
Semi-Supervised Graph-to-Graph Translation
Tianxiang Zhao | Xianfeng Tang | Xiang Zhang | Suhang Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks
Xianfeng Tang | Huaxiu Yao | Yiwei Sun | Yiqi Wang | Jiliang Tang | Charu C. Aggarwal | Prasenjit Mitra | Suhang Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach
Yiwei Sun | Suhang Wang | Xianfeng Tang | Tsung-Yu Hsieh | Vasant G. Honavar
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Towards privacy preserving social recommendation under personalized privacy settings
Xuying Meng | Suhang Wang | Kai Shu | Jundong Li | Bo Chen | Huan Liu | Yujun Zhang
2019 Volume 22 Issue 6

doi dblp
Linked Variational AutoEncoders for Inferring Substitutable and Supplementary Items
Vineeth Rakesh | Suhang Wang | Kai Shu | Huan Liu
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
Beyond News Contents: The Role of Social Context for Fake News Detection
Kai Shu | Suhang Wang | Huan Liu
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
dEFEND: A System for Explainable Fake News Detection
Limeng Cui | Kai Shu | Suhang Wang | Dongwon Lee | Huan Liu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Document-Level Multi-Aspect Sentiment Classification for Online Reviews of Medical Experts
Tian Shi | Vineeth Rakesh | Suhang Wang | Chandan K. Reddy
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Unsupervised Representation Learning of Spatial Data via Multimodal Embedding
Porter Jenkins | Ahmad Farag | Suhang Wang | Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Beyond word2vec: Distance-graph Tensor Factorization for Word and Document Embeddings
Suhang Wang | Charu C. Aggarwal | Huan Liu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

doi dblp
Understanding and Identifying Rhetorical Questions in Social Media
Suhas Ranganath | Xia Hu | Jiliang Tang | Suhang Wang | Huan Liu
2018 Volume 9 Issue 2

doi dblp
Random-Forest-Inspired Neural Networks
Suhang Wang | Charu C. Aggarwal | Huan Liu
2018 Volume 9 Issue 6

doi dblp
CrossFire: Cross Media Joint Friend and Item Recommendations
Kai Shu | Suhang Wang | Jiliang Tang | Yilin Wang | Huan Liu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

doi dblp
Attributed Signed Network Embedding
Suhang Wang | Charu C. Aggarwal | Jiliang Tang | Huan Liu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
What Your Images Reveal: Exploiting Visual Contents for Point-of-Interest Recommendation
Suhang Wang | Yilin Wang | Jiliang Tang | Kai Shu | Suhas Ranganath | Huan Liu
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

doi dblp
Paired Restricted Boltzmann Machine for Linked Data
Suhang Wang | Jiliang Tang | Fred Morstatter | Huan Liu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Linked Document Embedding for Classification
Suhang Wang | Jiliang Tang | Charu C. Aggarwal | Huan Liu
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

doi dblp
Toward Dual Roles of Users in Recommender Systems
Suhang Wang | Jiliang Tang | Huan Liu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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