---
title: "WWW 2022 — all accepted papers with summaries and citations"
description: "All 367 papers of WWW 2022 · page 1 of 4, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acm-web-conference-www/2022/papers/"
---
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# WWW 2022: all accepted papers

367 papers · page 1 of 4 · the most cited first · [← WWW 2022](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2022/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2022/papers/page/2/) [3](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2022/papers/page/3/) [4](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2022/papers/page/4/) [next →](https://md.research.elamur.ai/free/en/venues/acm-web-conference-www/2022/papers/page/2/)

1. **[Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning ↗](https://doi.org/10.1145/3485447.3512104)**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 ↗](https://doi.org/10.1145/3485447.3512217)**Xinjie Lin, Gang Xiong, Gaopeng Gou et al.*566 citations*
3. **[Intent Contrastive Learning for Sequential Recommendation ↗](https://doi.org/10.1145/3485447.3512090)**Yongjun Chen, Zhiwei Liu, Jia Li et al.*410 citations*
4. **[Filter-enhanced MLP is All You Need for Sequential Recommendation ↗](https://doi.org/10.1145/3485447.3512111)**Kun Zhou, Hui Yu, Wayne Xin Zhao et al.*401 citations*
5. **[Cross-modal Ambiguity Learning for Multimodal Fake News Detection ↗](https://doi.org/10.1145/3485447.3511968)**Yixuan Chen, Dongsheng Li, Peng Zhang et al.*370 citations*
6. **[KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction ↗](https://doi.org/10.1145/3485447.3511998)**Xiang Chen, Ningyu Zhang, Xin Yu Xie et al.*364 citations*
7. **[SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation ↗](https://doi.org/10.1145/3485447.3512156)**Jun Xia, Lirong Wu, Jintao Chen et al.*289 citations*
8. **[Towards Unsupervised Deep Graph Structure Learning ↗](https://doi.org/10.1145/3485447.3512186)**Yixin Liu, Yu Zheng, Daokun Zhang et al.*208 citations*
9. **[Sequential Recommendation via Stochastic Self-Attention ↗](https://doi.org/10.1145/3485447.3512077)**Ziwei Fan, Zhiwei Liu, Yu Wang et al.*196 citations*
10. **[Federated Unlearning via Class-Discriminative Pruning ↗](https://doi.org/10.1145/3485447.3512222)**Junxiao Wang, Song Guo, Xin Nan Xie et al.*152 citations*
11. **[TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection ↗](https://doi.org/10.1145/3485447.3512226)**Sijia Li, Gaopeng Gou, Chang Liu et al.*146 citations*
12. **[H2-FDetector: A GNN-based Fraud Detector with Homophilic and Heterophilic Connections ↗](https://doi.org/10.1145/3485447.3512195)**Fengzhao Shi, Yanan Cao, Yanmin Shang et al.*140 citations*
13. **[Knowledge Graph Reasoning with Relational Digraph ↗](https://doi.org/10.1145/3485447.3512008)**Yongqi Zhang, Quanming Yao*130 citations*
14. **[UniParser: A Unified Log Parser for Heterogeneous Log Data ↗](https://doi.org/10.1145/3485447.3511993)**Yudong Liu, Xu Zhang, Shilin He et al.*125 citations*
15. **[Conditional Generation Net for Medication Recommendation ↗](https://doi.org/10.1145/3485447.3511936)**Rui Mei Wu, Zhaopeng Qiu, Jiacheng Jiang et al.*123 citations*
16. **[EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks ↗](https://doi.org/10.1145/3485447.3512173)**Yushun Dong, Ninghao Liu, Brian A. Jalaian et al.*123 citations*
17. **[Disentangling Long and Short-Term Interests for Recommendation ↗](https://doi.org/10.1145/3485447.3512098)**Yu Zheng, Chen Gao, Jianxin Chang et al.*121 citations*
18. **[Rumor Detection on Social Media with Graph Adversarial Contrastive Learning ↗](https://doi.org/10.1145/3485447.3511999)**Tiening Sun, Qian Zhong, Sujun Dong et al.*117 citations*
19. **[Evidence-aware Fake News Detection with Graph Neural Networks ↗](https://doi.org/10.1145/3485447.3512122)**Weizhi Xu, Junfei Wu, Qiang Liu et al.*115 citations*
20. **[Contrastive Learning for Knowledge Tracing ↗](https://doi.org/10.1145/3485447.3512105)**Wonsung Lee, Jaeyoon Chun, Youngmin Lee et al.*113 citations*
21. **[An Empirical Investigation of Personalization Factors on TikTok ↗](https://doi.org/10.1145/3485447.3512102)**Maximilian Boeker, Aleksandra Urman*112 citations*
22. **[AUC-oriented Graph Neural Network for Fraud Detection ↗](https://doi.org/10.1145/3485447.3512178)**Mengda Huang, Yang Liu, Xiang Ao et al.*106 citations*
23. **[Recommendation Unlearning ↗](https://doi.org/10.1145/3485447.3511997)**Chong Chen, Fei Sun, Min Zhang et al.*106 citations*
24. **[Causal Representation Learning for Out-of-Distribution Recommendation ↗](https://doi.org/10.1145/3485447.3512251)**Wenjie Wang, Xinyu Lin, Fuli Feng et al.*105 citations*
25. **[Domain Adaptive Fake News Detection via Reinforcement Learning ↗](https://doi.org/10.1145/3485447.3512258)**Ahmadreza Mosallanezhad, Mansooreh Karami, Kai Shu et al.*101 citations*
26. **[Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning ↗](https://doi.org/10.1145/3485447.3511948)**Juntao Tan, Shijie Geng, Zuohui Fu et al.*100 citations*
27. **[Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification ↗](https://doi.org/10.1145/3485447.3512128)**Usman Naseem, Adam G. Dunn, Jinman Kim et al.*98 citations*
28. **[Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning ↗](https://doi.org/10.1145/3485447.3512083)**Xiting Wang, Kunpeng Liu, Dongjie Wang et al.*98 citations*
29. **[Rethinking Graph Convolutional Networks in Knowledge Graph Completion ↗](https://doi.org/10.1145/3485447.3511923)**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 ↗](https://doi.org/10.1145/3485447.3512201)**Lun Du, Xiaozhou Shi, Qiang Fu et al.*91 citations*
31. **[Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation ↗](https://doi.org/10.1145/3485447.3512192)**Chaochao Chen, Huiwen Wu, Jiajie Su et al.*90 citations*
32. **[TREND: TempoRal Event and Node Dynamics for Graph Representation Learning ↗](https://doi.org/10.1145/3485447.3512164)**Zhihao Wen, Yuan Fang*87 citations*
33. **[Path Language Modeling over Knowledge Graphsfor Explainable Recommendation ↗](https://doi.org/10.1145/3485447.3511937)**Shijie Geng, Zuohui Fu, Juntao Tan et al.*86 citations*
34. **[Zero-Shot Stance Detection via Contrastive Learning ↗](https://doi.org/10.1145/3485447.3511994)**Bin Liang, Zixiao Chen, Lin Gui et al.*81 citations*
35. **[Pyramid: Enabling Hierarchical Neural Networks with Edge Computing ↗](https://doi.org/10.1145/3485447.3511990)**Qiang He, Zeqian Dong, Feifei Chen et al.*79 citations*
36. **[SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs ↗](https://doi.org/10.1145/3485447.3511945)**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 ↗](https://doi.org/10.1145/3485447.3512149)**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 ↗](https://doi.org/10.1145/3485447.3512163)**Erxue Min, Yu Rong, Yatao Bian et al.*75 citations*
39. **[HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization ↗](https://doi.org/10.1145/3485447.3512118)**Menglin Yang, Min Zhou, Jiahong Liu et al.*73 citations*
40. **[FeedRec: News Feed Recommendation with Various User Feedbacks ↗](https://doi.org/10.1145/3485447.3512082)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*70 citations*
41. **[AutoField: Automating Feature Selection in Deep Recommender Systems ↗](https://doi.org/10.1145/3485447.3512071)**Yejing Wang, Xiangyu Zhao, Tong Xu et al.*69 citations*
42. **[Ontology-enhanced Prompt-tuning for Few-shot Learning ↗](https://doi.org/10.1145/3485447.3511921)**Hongbin Ye, Ningyu Zhang, Shumin Deng et al.*68 citations*
43. **[WebFormer: The Web-page Transformer for Structure Information Extraction ↗](https://doi.org/10.1145/3485447.3512032)**Qifan Wang, Yi Qiu Fang, Anirudh Ravula et al.*66 citations*
44. **[CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning ↗](https://doi.org/10.1145/3485447.3512225)**Zhensu Sun, Xiaoning Du, Fu Song et al.*63 citations*
45. **[Learning Robust Recommenders through Cross-Model Agreement ↗](https://doi.org/10.1145/3485447.3512202)**Yu Wang, Xin Xin, Zaiqiao Meng et al.*63 citations*
46. **[Unbiased Sequential Recommendation with Latent Confounders ↗](https://doi.org/10.1145/3485447.3512092)**Zhenlei Wang, Shiqi Shen, Zhipeng Wang et al.*63 citations*
47. **[Collaborative Filtering with Attribution Alignment for Review-based Non-overlapped Cross Domain Recommendation ↗](https://doi.org/10.1145/3485447.3512166)**Weiming Liu, Xiaolin Zheng, Mengling Hu et al.*61 citations*
48. **[Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation ↗](https://doi.org/10.1145/3485447.3512088)**Yiming Zhang, Lingfei Wu, Qi Shen et al.*61 citations*
49. **[Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network ↗](https://doi.org/10.1145/3485447.3512273)**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 ↗](https://doi.org/10.1145/3485447.3511984)**Tao Huang, Pengfei Chen, Ruipeng Li*57 citations*
51. **[Beyond Bot Detection: Combating Fraudulent Online Survey Takers✱ ↗](https://doi.org/10.1145/3485447.3512230)**Ziyi Zhang, Shuofei Zhu, Jaron Mink et al.*57 citations*
52. **[Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction ↗](https://doi.org/10.1145/3485447.3512056)**Min Hou, Chang Xu, Zhi Li et al.*57 citations*
53. **[Moral Emotions Shape the Virality of COVID-19 Misinformation on Social Media ↗](https://doi.org/10.1145/3485447.3512266)**Kirill Solovev, Nicolas Pröllochs*56 citations*
54. **[Revisiting Graph based Social Recommendation: A Distillation Enhanced Social Graph Network ↗](https://doi.org/10.1145/3485447.3512003)**Ye Tao, Ying Li, Su Zhang et al.*56 citations*
55. **[Dual Space Graph Contrastive Learning ↗](https://doi.org/10.1145/3485447.3512211)**Haoran Yang, Hongxu Chen, Shirui Pan et al.*54 citations*
56. **[Graph Communal Contrastive Learning ↗](https://doi.org/10.1145/3485447.3512208)**Bolian Li, Baoyu Jing, Hanghang Tong*54 citations*
57. **[A Rapid Source Localization Method in the Early Stage of Large-scale Network Propagation ↗](https://doi.org/10.1145/3485447.3512184)**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 ↗](https://doi.org/10.1145/3485447.3512248)**Akshit Gupta, Debadeep Basu, Ramya Ghantasala et al.*53 citations*
59. **[FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback ↗](https://doi.org/10.1145/3485447.3511958)**Jie Li, Yongli Ren, Ke Deng*52 citations*
60. **[Knowledge Enhanced GAN for IoT Traffic Generation ↗](https://doi.org/10.1145/3485447.3511976)**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 ↗](https://doi.org/10.1145/3485447.3512153)**Seungeun Oh, Jihong Park, Praneeth Vepakomma et al.*51 citations*
62. **[Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation ↗](https://doi.org/10.1145/3485447.3512094)**Shengyu Zhang, Lingxiao Yang, Dong Yao et al.*51 citations*
63. **[Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways ↗](https://doi.org/10.1145/3485447.3512143)**Francesco Fabbri, Yanhao Wang, Francesco Bonchi et al.*51 citations*
64. **[Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations ↗](https://doi.org/10.1145/3485447.3512034)**Meng Yu, Yunyi Zhang, Jiaxin Huang et al.*51 citations*
65. **[A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices ↗](https://doi.org/10.1145/3485447.3512148)**Qiyang Zhang, Xiang Yang Li, Xiangying Che et al.*50 citations*
66. **[Adversarial Graph Contrastive Learning with Information Regularization ↗](https://doi.org/10.1145/3485447.3512183)**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 ↗](https://doi.org/10.1145/3485447.3512240)**Xinru Wang, Zhuoran Lu, Ming Yin*49 citations*
68. **[A Duo-generative Approach to Explainable Multimodal COVID-19 Misinformation Detection ↗](https://doi.org/10.1145/3485447.3512257)**Lanyu Shang, Ziyi Kou, Yang Zhang et al.*48 citations*
69. **[An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning ↗](https://doi.org/10.1145/3485447.3512233)**Xue Song Yang, Yan Feng, Weijun Fang et al.*48 citations*
70. **[CausPref: Causal Preference Learning for Out-of-Distribution Recommendation ↗](https://doi.org/10.1145/3485447.3511969)**Yue He, Zimu Wang, Peng Cui et al.*47 citations*
71. **[Compact Graph Structure Learning via Mutual Information Compression ↗](https://doi.org/10.1145/3485447.3512206)**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 ↗](https://doi.org/10.1145/3485447.3512126)**Orestis Papakyriakopoulos, Ellen Goodman*47 citations*
73. **[Veracity-aware and Event-driven Personalized News Recommendation for Fake News Mitigation ↗](https://doi.org/10.1145/3485447.3512263)**Shoujin Wang, Xiaofei Xu, Xiuzhen Zhang et al.*47 citations*
74. **[MetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks ↗](https://doi.org/10.1145/3485447.3512093)**Yun He, Xue Feng, Cheng Cheng et al.*45 citations*
75. **[On Explaining Multimodal Hateful Meme Detection Models ↗](https://doi.org/10.1145/3485447.3512260)**Ming Shan Hee, Roy Ka-Wei Lee, Wen-Haw Chong*44 citations*
76. **[PaSca: A Graph Neural Architecture Search System under the Scalable Paradigm ↗](https://doi.org/10.1145/3485447.3511986)**Wentao Zhang, Yu Shen, Zheyu Lin et al.*43 citations*
77. **[STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation ↗](https://doi.org/10.1145/3485447.3512041)**Zhen Yang, Ming Ding, Bin Xu et al.*43 citations*
78. **[Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation ↗](https://doi.org/10.1145/3485447.3512179)**Sixiao Zhang, Hongxu Chen, Xiangguo Sun et al.*43 citations*
79. **[CGC: Contrastive Graph Clustering forCommunity Detection and Tracking ↗](https://doi.org/10.1145/3485447.3512160)**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 ↗](https://doi.org/10.1145/3485447.3511970)**Qijie Shen, Hong Wen, Wanjie Tao et al.*42 citations*
81. **[Distributionally-robust Recommendations for Improving Worst-case User Experience ↗](https://doi.org/10.1145/3485447.3512255)**Hongyi Wen, Xinyang Yi, Tiansheng Yao et al.*41 citations*
82. **[An Invertible Graph Diffusion Neural Network for Source Localization ↗](https://doi.org/10.1145/3485447.3512155)**Junxiang Wang, Junji Jiang, Liang Zhao*40 citations*
83. **[MemStream: Memory-Based Streaming Anomaly Detection ↗](https://doi.org/10.1145/3485447.3512221)**Siddharth Bhatia, Arjit Jain, Shivin Srivastava et al.*40 citations*
84. **[RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network ↗](https://doi.org/10.1145/3485447.3512169)**Jian Li Kang, Yan Zhu, Yinglong Xia et al.*40 citations*
85. **[Time-aware Entity Alignment using Temporal Relational Attention ↗](https://doi.org/10.1145/3485447.3511922)**Chengjin Xu, Fenglong Su, Bo Xiong et al.*40 citations*
86. **[A Model-Agnostic Causal Learning Framework for Recommendation using Search Data ↗](https://doi.org/10.1145/3485447.3511951)**Zihua Si, Xueran Han, Xiao Zhang et al.*39 citations*
87. **[FIRE: Fast Incremental Recommendation with Graph Signal Processing ↗](https://doi.org/10.1145/3485447.3512108)**Jiafeng Xia, Dongsheng Li, Hansu Gu et al.*39 citations*
88. **[Modality Matches Modality: Pretraining Modality-Disentangled Item Representations for Recommendation ↗](https://doi.org/10.1145/3485447.3512079)**Tengyue Han, Pengfei Wang, Shaozhang Niu et al.*39 citations*
89. **[Reproducibility and Replicability of Web Measurement Studies ↗](https://doi.org/10.1145/3485447.3512214)**Nurullah Demir, Matteo Große-Kampmann, Tobias Urban et al.*39 citations*
90. **[Translating Place-Related Questions to GeoSPARQL Queries ↗](https://doi.org/10.1145/3485447.3511933)**Ehsan Hamzei, Martin Tomko, Stephan Winter*39 citations*
91. **[Cross Pairwise Ranking for Unbiased Item Recommendation ↗](https://doi.org/10.1145/3485447.3512010)**Qi Wan, Xiangnan He, Xiang Wang et al.*38 citations*
92. **[Graph Neural Networks Beyond Compromise Between Attribute and Topology ↗](https://doi.org/10.1145/3485447.3512069)**Liang Yang, Wenmiao Zhou, Weihang Peng et al.*38 citations*
93. **[StruBERT: Structure-aware BERT for Table Search and Matching ↗](https://doi.org/10.1145/3485447.3511972)**Mohamed Trabelsi, Zhiyu Chen, Shuo Zhang et al.*37 citations*
94. **[A Viral Marketing-Based Model For Opinion Dynamics in Online Social Networks ↗](https://doi.org/10.1145/3485447.3512203)**Sijing Tu, Stefan Neumann*36 citations*
95. **[Accelerating Serverless Computing by Harvesting Idle Resources ↗](https://doi.org/10.1145/3485447.3511979)**Hanfei Yu, Hao Wang, Jian Li et al.*36 citations*
96. **[Collaborative Knowledge Distillation for Heterogeneous Information Network Embedding ↗](https://doi.org/10.1145/3485447.3512209)**Can Wang, Sheng Zhou, Kang Yu et al.*36 citations*
97. **[Unbiased Graph Embedding with Biased Graph Observations ↗](https://doi.org/10.1145/3485447.3512189)**Nan Wang, Lin Tao Lü, Jundong Li et al.*36 citations*
98. **[Graph Neural Transport Networks with Non-local Attentions for Recommender Systems ↗](https://doi.org/10.1145/3485447.3512162)**Huiyuan Chen, Chin‐Chia Michael Yeh, Fei Wang et al.*35 citations*
99. **[Multimodal Continual Graph Learning with Neural Architecture Search ↗](https://doi.org/10.1145/3485447.3512176)**Jie Cai, Xin Wang, Chaoyu Guan et al.*35 citations*
100. **[TRACE: A Fast Transformer-based General-Purpose Lossless Compressor ↗](https://doi.org/10.1145/3485447.3511987)**Yu Peng Mao, Yufei Cui, Tei‐Wei Kuo et al.*35 citations*

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