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WWW 2022: all accepted papers

367 papers · page 1 of 4 · the most cited first · ← WWW 2022

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  1. Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning ↗Zihan Lin, Changxin Tian, Yupeng Hou et al.572 citations
  2. ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification ↗Xinjie Lin, Gang Xiong, Gaopeng Gou et al.566 citations
  3. Intent Contrastive Learning for Sequential Recommendation ↗Yongjun Chen, Zhiwei Liu, Jia Li et al.410 citations
  4. Filter-enhanced MLP is All You Need for Sequential Recommendation ↗Kun Zhou, Hui Yu, Wayne Xin Zhao et al.401 citations
  5. Cross-modal Ambiguity Learning for Multimodal Fake News Detection ↗Yixuan Chen, Dongsheng Li, Peng Zhang et al.370 citations
  6. KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction ↗Xiang Chen, Ningyu Zhang, Xin Yu Xie et al.364 citations
  7. SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation ↗Jun Xia, Lirong Wu, Jintao Chen et al.289 citations
  8. Towards Unsupervised Deep Graph Structure Learning ↗Yixin Liu, Yu Zheng, Daokun Zhang et al.208 citations
  9. Sequential Recommendation via Stochastic Self-Attention ↗Ziwei Fan, Zhiwei Liu, Yu Wang et al.196 citations
  10. Federated Unlearning via Class-Discriminative Pruning ↗Junxiao Wang, Song Guo, Xin Nan Xie et al.152 citations
  11. TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection ↗Sijia Li, Gaopeng Gou, Chang Liu et al.146 citations
  12. H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections ↗Fengzhao Shi, Yanan Cao, Yanmin Shang et al.140 citations
  13. Knowledge Graph Reasoning with Relational Digraph ↗Yongqi Zhang, Quanming Yao130 citations
  14. UniParser: A Unified Log Parser for Heterogeneous Log Data ↗Yudong Liu, Xu Zhang, Shilin He et al.125 citations
  15. Conditional Generation Net for Medication Recommendation ↗Rui Mei Wu, Zhaopeng Qiu, Jiacheng Jiang et al.123 citations
  16. EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks ↗Yushun Dong, Ninghao Liu, Brian A. Jalaian et al.123 citations
  17. Disentangling Long and Short-Term Interests for Recommendation ↗Yu Zheng, Chen Gao, Jianxin Chang et al.121 citations
  18. Rumor Detection on Social Media with Graph Adversarial Contrastive Learning ↗Tiening Sun, Qian Zhong, Sujun Dong et al.117 citations
  19. Evidence-aware Fake News Detection with Graph Neural Networks ↗Weizhi Xu, Junfei Wu, Qiang Liu et al.115 citations
  20. Contrastive Learning for Knowledge Tracing ↗Wonsung Lee, Jaeyoon Chun, Youngmin Lee et al.113 citations
  21. An Empirical Investigation of Personalization Factors on TikTok ↗Maximilian Boeker, Aleksandra Urman112 citations
  22. AUC-oriented Graph Neural Network for Fraud Detection ↗Mengda Huang, Yang Liu, Xiang Ao et al.106 citations
  23. Recommendation Unlearning ↗Chong Chen, Fei Sun, Min Zhang et al.106 citations
  24. Causal Representation Learning for Out-of-Distribution Recommendation ↗Wenjie Wang, Xinyu Lin, Fuli Feng et al.105 citations
  25. Domain Adaptive Fake News Detection via Reinforcement Learning ↗Ahmadreza Mosallanezhad, Mansooreh Karami, Kai Shu et al.101 citations
  26. Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning ↗Juntao Tan, Shijie Geng, Zuohui Fu et al.100 citations
  27. Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification ↗Usman Naseem, Adam G. Dunn, Jinman Kim et al.98 citations
  28. Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning ↗Xiting Wang, Kunpeng Liu, Dongjie Wang et al.98 citations
  29. Rethinking Graph Convolutional Networks in Knowledge Graph Completion ↗Zhanqiu Zhang, Jie Wang, Jieping Ye et al.97 citations
  30. GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily ↗Lun Du, Xiaozhou Shi, Qiang Fu et al.91 citations
  31. Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation ↗Chaochao Chen, Huiwen Wu, Jiajie Su et al.90 citations
  32. TREND: TempoRal Event and Node Dynamics for Graph Representation Learning ↗Zhihao Wen, Yuan Fang87 citations
  33. Path Language Modeling over Knowledge Graphsfor Explainable Recommendation ↗Shijie Geng, Zuohui Fu, Juntao Tan et al.86 citations
  34. Zero-Shot Stance Detection via Contrastive Learning ↗Bin Liang, Zixiao Chen, Lin Gui et al.81 citations
  35. Pyramid: Enabling Hierarchical Neural Networks with Edge Computing ↗Qiang He, Zeqian Dong, Feifei Chen et al.79 citations
  36. SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs ↗Xiao Liu, Haoyun Hong, Xinghao Wang et al.77 citations
  37. Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests ↗Yanxin Xi, Tong Li, Huandong Wang et al.75 citations
  38. Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media ↗Erxue Min, Yu Rong, Yatao Bian et al.75 citations
  39. HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization ↗Menglin Yang, Min Zhou, Jiahong Liu et al.73 citations
  40. FeedRec: News Feed Recommendation with Various User Feedbacks ↗Chuhan Wu, Fangzhao Wu, Tao Qi et al.70 citations
  41. AutoField: Automating Feature Selection in Deep Recommender Systems ↗Yejing Wang, Xiangyu Zhao, Tong Xu et al.69 citations
  42. Ontology-enhanced Prompt-tuning for Few-shot Learning ↗Hongbin Ye, Ningyu Zhang, Shumin Deng et al.68 citations
  43. WebFormer: The Web-page Transformer for Structure Information Extraction ↗Qifan Wang, Yi Qiu Fang, Anirudh Ravula et al.66 citations
  44. CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning ↗Zhensu Sun, Xiaoning Du, Fu Song et al.63 citations
  45. Learning Robust Recommenders through Cross-Model Agreement ↗Yu Wang, Xin Xin, Zaiqiao Meng et al.63 citations
  46. Unbiased Sequential Recommendation with Latent Confounders ↗Zhenlei Wang, Shiqi Shen, Zhipeng Wang et al.63 citations
  47. Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation ↗Weiming Liu, Xiaolin Zheng, Mengling Hu et al.61 citations
  48. Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation ↗Yiming Zhang, Lingfei Wu, Qi Shen et al.61 citations
  49. Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network ↗Liangwei Yang, Zhiwei Liu, Yu Wang et al.59 citations
  50. A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems ↗Tao Huang, Pengfei Chen, Ruipeng Li57 citations
  51. Beyond Bot Detection: Combating Fraudulent Online Survey Takers✱ ↗Ziyi Zhang, Shuofei Zhu, Jaron Mink et al.57 citations
  52. Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction ↗Min Hou, Chang Xu, Zhi Li et al.57 citations
  53. Moral Emotions Shape the Virality of COVID-19 Misinformation on Social Media ↗Kirill Solovev, Nicolas Pröllochs56 citations
  54. Revisiting Graph based Social Recommendation: A Distillation Enhanced Social Graph Network ↗Ye Tao, Ying Li, Su Zhang et al.56 citations
  55. Dual Space Graph Contrastive Learning ↗Haoran Yang, Hongxu Chen, Shirui Pan et al.54 citations
  56. Graph Communal Contrastive Learning ↗Bolian Li, Baoyu Jing, Hanghang Tong54 citations
  57. A Rapid Source Localization Method in the Early Stage of Large-scale Network Propagation ↗Zhen Wang, Dongpeng Hou, Chao Gao et al.53 citations
  58. To Trust or Not To Trust: How a Conversational Interface Affects Trust in a Decision Support System ↗Akshit Gupta, Debadeep Basu, Ramya Ghantasala et al.53 citations
  59. FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback ↗Jie Li, Yongli Ren, Ke Deng52 citations
  60. Knowledge Enhanced GAN for IoT Traffic Generation ↗Shuodi Hui, Huandong Wang, Zhenhua Wang et al.52 citations
  61. LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning ↗Seungeun Oh, Jihong Park, Praneeth Vepakomma et al.51 citations
  62. Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation ↗Shengyu Zhang, Lingxiao Yang, Dong Yao et al.51 citations
  63. Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways ↗Francesco Fabbri, Yanhao Wang, Francesco Bonchi et al.51 citations
  64. Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations ↗Meng Yu, Yunyi Zhang, Jiaxin Huang et al.51 citations
  65. A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices ↗Qiyang Zhang, Xiang Yang Li, Xiangying Che et al.50 citations
  66. Adversarial Graph Contrastive Learning with Information Regularization ↗Shengyu Feng, Baoyu Jing, Yada Zhu et al.50 citations
  67. Will You Accept the AI Recommendation? Predicting Human Behavior in AI-Assisted Decision Making ↗Xinru Wang, Zhuoran Lu, Ming Yin49 citations
  68. A Duo-generative Approach to Explainable Multimodal COVID-19 Misinformation Detection ↗Lanyu Shang, Ziyi Kou, Yang Zhang et al.48 citations
  69. An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning ↗Xue Song Yang, Yan Feng, Weijun Fang et al.48 citations
  70. CausPref: Causal Preference Learning for Out-of-Distribution Recommendation ↗Yue He, Zimu Wang, Peng Cui et al.47 citations
  71. Compact Graph Structure Learning via Mutual Information Compression ↗Nian Liu, Xiao Wang, Lingfei Wu et al.47 citations
  72. The Impact of Twitter Labels on Misinformation Spread and User Engagement: Lessons from Trump’s Election Tweets ↗Orestis Papakyriakopoulos, Ellen Goodman47 citations
  73. Veracity-aware and Event-driven Personalized News Recommendation for Fake News Mitigation ↗Shoujin Wang, Xiaofei Xu, Xiuzhen Zhang et al.47 citations
  74. MetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks ↗Yun He, Xue Feng, Cheng Cheng et al.45 citations
  75. On Explaining Multimodal Hateful Meme Detection Models ↗Ming Shan Hee, Roy Ka-Wei Lee, Wen-Haw Chong44 citations
  76. PaSca: A Graph Neural Architecture Search System under the Scalable Paradigm ↗Wentao Zhang, Yu Shen, Zheyu Lin et al.43 citations
  77. STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation ↗Zhen Yang, Ming Ding, Bin Xu et al.43 citations
  78. Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation ↗Sixiao Zhang, Hongxu Chen, Xiangguo Sun et al.43 citations
  79. CGC: Contrastive Graph Clustering forCommunity Detection and Tracking ↗Namyong Park, Ryan A. Rossi, Eunyee Koh et al.42 citations
  80. Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation ↗Qijie Shen, Hong Wen, Wanjie Tao et al.42 citations
  81. Distributionally-robust Recommendations for Improving Worst-case User Experience ↗Hongyi Wen, Xinyang Yi, Tiansheng Yao et al.41 citations
  82. An Invertible Graph Diffusion Neural Network for Source Localization ↗Junxiang Wang, Junji Jiang, Liang Zhao40 citations
  83. MemStream: Memory-Based Streaming Anomaly Detection ↗Siddharth Bhatia, Arjit Jain, Shivin Srivastava et al.40 citations
  84. RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network ↗Jian Li Kang, Yan Zhu, Yinglong Xia et al.40 citations
  85. Time-aware Entity Alignment using Temporal Relational Attention ↗Chengjin Xu, Fenglong Su, Bo Xiong et al.40 citations
  86. A Model-Agnostic Causal Learning Framework for Recommendation using Search Data ↗Zihua Si, Xueran Han, Xiao Zhang et al.39 citations
  87. FIRE: Fast Incremental Recommendation with Graph Signal Processing ↗Jiafeng Xia, Dongsheng Li, Hansu Gu et al.39 citations
  88. Modality Matches Modality: Pretraining Modality-Disentangled Item Representations for Recommendation ↗Tengyue Han, Pengfei Wang, Shaozhang Niu et al.39 citations
  89. Reproducibility and Replicability of Web Measurement Studies ↗Nurullah Demir, Matteo Große-Kampmann, Tobias Urban et al.39 citations
  90. Translating Place-Related Questions to GeoSPARQL Queries ↗Ehsan Hamzei, Martin Tomko, Stephan Winter39 citations
  91. Cross Pairwise Ranking for Unbiased Item Recommendation ↗Qi Wan, Xiangnan He, Xiang Wang et al.38 citations
  92. Graph Neural Networks Beyond Compromise Between Attribute and Topology ↗Liang Yang, Wenmiao Zhou, Weihang Peng et al.38 citations
  93. StruBERT: Structure-aware BERT for Table Search and Matching ↗Mohamed Trabelsi, Zhiyu Chen, Shuo Zhang et al.37 citations
  94. A Viral Marketing-Based Model For Opinion Dynamics in Online Social Networks ↗Sijing Tu, Stefan Neumann36 citations
  95. Accelerating Serverless Computing by Harvesting Idle Resources ↗Hanfei Yu, Hao Wang, Jian Li et al.36 citations
  96. Collaborative Knowledge Distillation for Heterogeneous Information Network Embedding ↗Can Wang, Sheng Zhou, Kang Yu et al.36 citations
  97. Unbiased Graph Embedding with Biased Graph Observations ↗Nan Wang, Lin Tao Lü, Jundong Li et al.36 citations
  98. Graph Neural Transport Networks with Non-local Attentions for Recommender Systems ↗Huiyuan Chen, Chin‐Chia Michael Yeh, Fei Wang et al.35 citations
  99. Multimodal Continual Graph Learning with Neural Architecture Search ↗Jie Cai, Xin Wang, Chaoyu Guan et al.35 citations
  100. TRACE: A Fast Transformer-based General-Purpose Lossless Compressor ↗Yu Peng Mao, Yufei Cui, Tei‐Wei Kuo et al.35 citations

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