Suhang Wang

2026

doi dblp
Unlearning Inversion Attacks for Graph Neural Networks.
Jiahao Zhang|Yilong Wang|Zhiwei Zhang|Xiaorui Liu|Suhang Wang
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
GPR: Empowering Generation with Graph-Pretrained Retriever.
Xiaochen Wang|Zongyu Wu|Yuan Zhong|Xiang Zhang|Suhang Wang|Fenglong Ma
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.
Fali Wang|Zhiwei Zhang|Xianren Zhang|Zongyu Wu|Tzuhao Mo|Qiuhao Lu|Wanjing Wang|Rui Li|Junjie Xu|Xianfeng Tang|Qi He|Yao Ma|Ming Huang|Suhang Wang
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 6
doi dblp
Towards Reliable GNNs: Adversarial Calibration Learning for Confidence Estimation.
Yilong Wang|Yoo Kyung Jeong|Jiahao Zhang|Min Song|Min Song|Jiahao Zhang|Tianxiang Zhao|Suhang Wang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs.
Yilong Wang|Tianxiang Zhao|Zongyu Wu|Suhang Wang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Fairness-aware Prompt Tuning for Graph Neural Networks.
Zhengpin Li|Minhua Lin|Jian Wang|Suhang Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
HC-GST: Heterophily-aware Distribution Consistency based Graph Self-training.
Fali Wang|Tianxiang Zhao|Junjie Xu|Suhang Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Shape-aware Graph Spectral Learning.
Junjie Xu|Enyan Dai|Dongsheng Luo|Xiang Zhang|Suhang Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels.
Fali Wang|Tianxiang Zhao|Suhang Wang
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Interpretable Imitation Learning with Dynamic Causal Relations.
Tianxiang Zhao|Wenchao Yu|Suhang Wang|Lu Wang|Xiang Zhang|Yuncong Chen|Yanchi Liu|Wei Cheng|Haifeng Chen
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Disambiguated Node Classification with Graph Neural Networks.
Tianxiang Zhao|Xiang Zhang|Suhang Wang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Hierarchical Query Classification in E-commerce Search.
Bing He|Sreyashi Nag|Limeng Cui|Suhang Wang|Zheng Li|Rahul Goutam|Zhen Li|Haiyang Zhang
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment.
Tianxiang Zhao|Dongsheng Luo|Xiang Zhang|Suhang Wang
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 5
doi dblp
Towards Fair Graph Neural Networks via Graph Counterfactual.
Zhimeng Guo|Jialiang Li|Teng Xiao|Yao Ma|Suhang Wang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 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.
doi dblp
Unnoticeable Backdoor Attacks on Graph Neural Networks.
Enyan Dai|Minhua Lin|Xiang Zhang|Suhang Wang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

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
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
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 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
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
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
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
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
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
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
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
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
Deep Multi-Graph Clustering via Attentive Cross-Graph Association.
Dongsheng Luo|Jingchao Ni|Suhang Wang|Yuchen Bian|Xiong Bill 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
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
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
World Wide Web (WWW) 2019 Volume 22 Issue 6
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
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
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
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.
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

2018

doi dblp
Understanding and Identifying Rhetorical Questions in Social Media.
Suhas Ranganath|Xia Hu|Jiliang Tang|Suhang Wang|Huan Liu
ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 2
doi dblp
Random-Forest-Inspired Neural Networks.
Suhang Wang|Charu C. Aggarwal|Huan Liu
ACM Transactions on Intelligent Systems and Technology (TIST) 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
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
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

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