---
title: "KDD 2022 — all accepted papers, page 2 — the most cited first"
description: "All 534 papers of KDD 2022 · page 2 of 6, the most cited first; those with our summary link to it."
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# KDD 2022: all accepted papers

534 papers · page 2 of 6 · the most cited first · [← KDD 2022](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/)

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101. **[Streaming Graph Neural Networks with Generative Replay ↗](https://doi.org/10.1145/3534678.3539336)**Junshan Wang, Wenhao Zhu, Guojie Song et al.*37 citations*
102. **[Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing ↗](https://doi.org/10.1145/3534678.3539416)**Weijia Zhang, Hao Liu, Jindong Han et al.*36 citations*
103. **[Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters ↗](https://doi.org/10.1145/3534678.3539070)**Xiangru Lian, Binhang Yuan, Xuefeng Zhu et al.*36 citations*
104. **[Seq2Event: Learning the Language of Soccer Using Transformer-based Match Event Prediction ↗](https://doi.org/10.1145/3534678.3539138)**Ian Simpson, Ryan Beal, Duncan Locke et al.*36 citations*
105. **[SMORE ↗](https://doi.org/10.1145/3534678.3539405)**Hongyu Ren, Hanjun Dai, Bo Dai et al.*35 citations*
106. **[Semantic Retrieval at Walmart ↗](https://doi.org/10.1145/3534678.3539164)**Alessandro Magnani, Feng Liu, Suthee Chaidaroon et al.*35 citations*
107. **[Ultrahyperbolic Knowledge Graph Embeddings ↗](https://doi.org/10.1145/3534678.3539333)**Bo Xiong, Shichao Zhu, Mojtaba Nayyeri et al.*35 citations*
108. **[RGVisNet ↗](https://doi.org/10.1145/3534678.3539330)**Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong et al.*34 citations*
109. **[Service Time Prediction for Delivery Tasks via Spatial Meta-Learning ↗](https://doi.org/10.1145/3534678.3539027)**Sijie Ruan, Cheng Long, Zhipeng Ma et al.*34 citations*
110. **[Availability Attacks Create Shortcuts ↗](https://doi.org/10.1145/3534678.3539241)**Yu Da, Huishuai Zhang, Wei Ren Chen et al.*33 citations*
111. **[CAT: Beyond Efficient Transformer for Content-Aware Anomaly Detection in Event Sequences ↗](https://doi.org/10.1145/3534678.3539155)**Shengming Zhang, Yanchi Liu, Xuchao Zhang et al.*33 citations*
112. **[Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data ↗](https://doi.org/10.1145/3534678.3539402)**Di Chai, Leye Wang, Junxue Zhang et al.*33 citations*
113. **[Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph ↗](https://doi.org/10.1145/3534678.3539294)**Aiwei Liu, Xuming Hu, Li Lin et al.*33 citations*
114. **[CommerceMM ↗](https://doi.org/10.1145/3534678.3539151)**Licheng Yu, Jun Chen, Animesh Sinha et al.*32 citations*
115. **[DESCN ↗](https://doi.org/10.1145/3534678.3539198)**Kailiang Zhong, Fengtong Xiao, Yan Ren et al.*32 citations*
116. **[How does Heterophily Impact the Robustness of Graph Neural Networks? ↗](https://doi.org/10.1145/3534678.3539418)**Jiong Zhu, Junchen Jin, Donald Loveland et al.*32 citations*
117. **[Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator ↗](https://doi.org/10.1145/3534678.3539045)**Tailin Wu, Qinchen Wang, Yinan Zhang et al.*32 citations*
118. **[Motif Prediction with Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539343)**Maciej Besta, Raphael Grob, Cesare Miglioli et al.*32 citations*
119. **[OAG-BERT: Towards a Unified Backbone Language Model for Academic Knowledge Services ↗](https://doi.org/10.1145/3534678.3539210)**Xiao Liu, Da Yin, Jingnan Zheng et al.*32 citations*
120. **[Predicting Opinion Dynamics via Sociologically-Informed Neural Networks ↗](https://doi.org/10.1145/3534678.3539228)**Maya Okawa, Tomoharu Iwata*32 citations*
121. **[DuARE: Automatic Road Extraction with Aerial Images and Trajectory Data at Baidu Maps ↗](https://doi.org/10.1145/3534678.3539029)**Jianzhong Yang, Xiaoqing Ye, Bin Wu et al.*31 citations*
122. **[Feature Overcorrelation in Deep Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539445)**Wei Jin, Xiaorui Liu, Yao Ma et al.*31 citations*
123. **[Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation ↗](https://doi.org/10.1145/3534678.3539130)**Zihan Lin, Hui Wang, Jingshu Mao et al.*31 citations*
124. **[In Defense of Core-set: A Density-aware Core-set Selection for Active Learning ↗](https://doi.org/10.1145/3534678.3539476)**Yeachan Kim, Bonggun Shin*31 citations*
125. **[Learning Fair Representation via Distributional Contrastive Disentanglement ↗](https://doi.org/10.1145/3534678.3539232)**Changdae Oh, Heeji Won, Junhyuk So et al.*31 citations*
126. **[Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing ↗](https://doi.org/10.1145/3534678.3539305)**Lihan Wang, Bowen Qin, Binyuan Hui et al.*31 citations*
127. **[Efficient Join Order Selection Learning with Graph-based Representation ↗](https://doi.org/10.1145/3534678.3539303)**Jin Chen, Guanyu Ye, Yan Li Zhao et al.*30 citations*
128. **[Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction ↗](https://doi.org/10.1145/3534678.3539278)**Dongjie Wang, Yanjie Fu, Kunpeng Liu et al.*30 citations*
129. **[Learning on Graphs with Out-of-Distribution Nodes ↗](https://doi.org/10.1145/3534678.3539457)**Yu Song, Donglin Wang*30 citations*
130. **[Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace ↗](https://doi.org/10.1145/3534678.3539095)**Soheil Sadeghi Eshkevari, Xiaocheng Tang, Zhiwei Tony Qin et al.*30 citations*
131. **[Towards Learning Disentangled Representations for Time Series ↗](https://doi.org/10.1145/3534678.3539140)**Yuening Li, Zhengzhang Chen, Daochen Zha et al.*30 citations*
132. **[Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification ↗](https://doi.org/10.1145/3534678.3539332)**Zixing Song, Yifei Zhang, Irwin King*30 citations*
133. **[Uni-Retriever: Towards Learning the Unified Embedding Based Retriever in Bing Sponsored Search ↗](https://doi.org/10.1145/3534678.3539212)**Jianjin Zhang, Zheng Liu, Weihao Han et al.*30 citations*
134. **[Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification ↗](https://doi.org/10.1145/3534678.3539393)**Xiao Zhang, Sunhao Dai, Jun Xu et al.*29 citations*
135. **[Data-Driven Oracle Bone Rejoining: A Dataset and Practical Self-Supervised Learning Scheme ↗](https://doi.org/10.1145/3534678.3539050)**Chongsheng Zhang, Bin Wang, Ke Chen et al.*29 citations*
136. **[GUIDE: Group Equality Informed Individual Fairness in Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539346)**Weihao Song, Yushun Dong, Ninghao Liu et al.*29 citations*
137. **[Graph Structural Attack by Perturbing Spectral Distance ↗](https://doi.org/10.1145/3534678.3539435)**Lin Tao Lü, Ethan Blaser, Hongning Wang*29 citations*
138. **[On Structural Explanation of Bias in Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539319)**Yushun Dong, Song Wang, Yu Wang et al.*29 citations*
139. **[Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539049)**Zhiyuan Wang, Fan Zhou, Wenxuan Zeng et al.*28 citations*
140. **[Debiasing Learning for Membership Inference Attacks Against Recommender Systems ↗](https://doi.org/10.1145/3534678.3539392)**Zihan Wang, Na Huang, Fei Sun et al.*28 citations*
141. **[Enhancing Machine Learning Approaches for Graph Optimization Problems with Diversifying Graph Augmentation ↗](https://doi.org/10.1145/3534678.3539437)**Chen-Hsu Yang, Chih-Ya Shen*28 citations*
142. **[M-Mix ↗](https://doi.org/10.1145/3534678.3539248)**Shaofeng Zhang, Meng Liu, Junchi Yan et al.*28 citations*
143. **[RES: A Robust Framework for Guiding Visual Explanation ↗](https://doi.org/10.1145/3534678.3539419)**Yuyang Gao, Tong Sun, Guangji Bai et al.*28 citations*
144. **[ReprBERT: Distilling BERT to an Efficient Representation-Based Relevance Model for E-Commerce ↗](https://doi.org/10.1145/3534678.3539090)**Shaowei Yao, Jiwei Tan, Xi Chen et al.*28 citations*
145. **[Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data ↗](https://doi.org/10.1145/3534678.3539186)**Fudan Yu, Wenxuan Ao, Huan Yan et al.*28 citations*
146. **[Augmenting Log-based Anomaly Detection Models to Reduce False Anomalies with Human Feedback ↗](https://doi.org/10.1145/3534678.3539106)**Tong Jia, Ying Li, Yong Yang et al.*27 citations*
147. **[Counterfactual Phenotyping with Censored Time-to-Events ↗](https://doi.org/10.1145/3534678.3539110)**Chirag Nagpal, Mononito Goswami, Keith Dufendach et al.*27 citations*
148. **[DDR: Dialogue Based Doctor Recommendation for Online Medical Service ↗](https://doi.org/10.1145/3534678.3539201)**Zhi Zheng, Zhaopeng Qiu, Hui Yun Xiong et al.*27 citations*
149. **[Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking ↗](https://doi.org/10.1145/3534678.3539353)**Yuta Saito, Thorsten Joachims*27 citations*
150. **[Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation ↗](https://doi.org/10.1145/3534678.3539452)**Yankai Chen, Huifeng Guo, Yingxue Zhang et al.*27 citations*
151. **[Multi-Aspect Dense Retrieval ↗](https://doi.org/10.1145/3534678.3539137)**Weize Kong, Swaraj Khadanga, Cheng Li et al.*27 citations*
152. **[Accurate Node Feature Estimation with Structured Variational Graph Autoencoder ↗](https://doi.org/10.1145/3534678.3539337)**Jaemin Yoo, Hyunsik Jeon, Jinhong Jung et al.*26 citations*
153. **[Bilateral Dependency Optimization ↗](https://doi.org/10.1145/3534678.3539376)**Peng Xiong, Feng Liu, Jingfeng Zhang et al.*26 citations*
154. **[HyperLogLogLog ↗](https://doi.org/10.1145/3534678.3539246)**Matti Karppa, Rasmus Pagh*26 citations*
155. **[Packet Representation Learning for Traffic Classification ↗](https://doi.org/10.1145/3534678.3539085)**Xuying Meng, Yequan Wang, Runxin Ma et al.*26 citations*
156. **[Partial Label Learning with Discrimination Augmentation ↗](https://doi.org/10.1145/3534678.3539363)**Wei Wang, Min-Ling Zhang*26 citations*
157. **[Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems ↗](https://doi.org/10.1145/3534678.3542604)**Hima Patel, Shanmukha Guttula, Ruhi Sharma Mittal et al.*25 citations*
158. **[Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems ↗](https://doi.org/10.1145/3534678.3539238)**Yixin Su, Yunxiang Zhao, Sarah Erfani et al.*25 citations*
159. **[Disentangled Ontology Embedding for Zero-shot Learning ↗](https://doi.org/10.1145/3534678.3539453)**Yuxia Geng, Jiaoyan Chen, Wen Zhang et al.*25 citations*
160. **[GraphWorld ↗](https://doi.org/10.1145/3534678.3539203)**John Palowitch, Anton Tsitsulin, Brandon Mayer et al.*25 citations*
161. **[Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection ↗](https://doi.org/10.1145/3534678.3539340)**Han Liu, Feng Zhang, Xiaotong Zhang et al.*25 citations*
162. **[MetroGAN: Simulating Urban Morphology with Generative Adversarial Network ↗](https://doi.org/10.1145/3534678.3539239)**Weiyu Zhang, Yiyang Ma, Di Zhu et al.*25 citations*
163. **[Pairwise Adversarial Training for Unsupervised Class-imbalanced Domain Adaptation ↗](https://doi.org/10.1145/3534678.3539243)**Weili Shi, Ronghang Zhu, Sheng Li*25 citations*
164. **[Communication-Efficient Robust Federated Learning with Noisy Labels ↗](https://doi.org/10.1145/3534678.3539328)**Junyi Li, Jian Pei, Heng Huang*24 citations*
165. **[Incremental Cognitive Diagnosis for Intelligent Education ↗](https://doi.org/10.1145/3534678.3539399)**Shiwei Tong, Jiayu Liu, Yuting Hong et al.*24 citations*
166. **[Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems ↗](https://doi.org/10.1145/3534678.3539176)**Yudong Liu, Hailan Yang, Pu Zhao et al.*24 citations*
167. **[Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks ↗](https://doi.org/10.1145/3534678.3539154)**Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao et al.*24 citations*
168. **[RetroGraph ↗](https://doi.org/10.1145/3534678.3539446)**Shufang Xie, Rui Yan, Peng Han et al.*24 citations*
169. **[Submodular Feature Selection for Partial Label Learning ↗](https://doi.org/10.1145/3534678.3539292)**Wei-Xuan Bao, Jun-Yi Hang, Min-Ling Zhang*24 citations*
170. **[A/B Testing Intuition Busters ↗](https://doi.org/10.1145/3534678.3539160)**Ron Kohavi, Alex Deng, Lukas Vermeer*23 citations*
171. **[Adaptive Fairness-Aware Online Meta-Learning for Changing Environments ↗](https://doi.org/10.1145/3534678.3539420)**Chen Zhao, Feng Mi, Xintao Wu et al.*23 citations*
172. **[BrainNet ↗](https://doi.org/10.1145/3534678.3539178)**Junru Chen, Yang Yang, Tao Yu et al.*23 citations*
173. **[Friend Recommendations with Self-Rescaling Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539192)**Xiran Song, Jianxun Lian, Hong Huang et al.*23 citations*
174. **[MetaPTP ↗](https://doi.org/10.1145/3534678.3539360)**Yuan Xu, Jiajie Xu, Jing Zhao et al.*23 citations*
175. **[MetaV ↗](https://doi.org/10.1145/3534678.3539257)**Xudong Pan, Yifan Yan, Mi Zhang et al.*23 citations*
176. **[Modeling Network-level Traffic Flow Transitions on Sparse Data ↗](https://doi.org/10.1145/3534678.3539236)**Xiaoliang Lei, Hao Mei, Bin Shi et al.*23 citations*
177. **[On-Device Learning for Model Personalization with Large-Scale Cloud-Coordinated Domain Adaption ↗](https://doi.org/10.1145/3534678.3539263)**Yikai Yan, Chaoyue Niu, Renjie Gu et al.*23 citations*
178. **[Physics-Guided Graph Meta Learning for Predicting Water Temperature and Streamflow in Stream Networks ↗](https://doi.org/10.1145/3534678.3539115)**Shengyu Chen, Jacob A. Zwart, Xiaowei Jia*23 citations*
179. **[Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry ↗](https://doi.org/10.1145/3534678.3539057)**Dovile Juodelyte, Veronika Cheplygina, Therese Graversen et al.*23 citations*
180. **[Scale Calibration of Deep Ranking Models ↗](https://doi.org/10.1145/3534678.3539072)**Le Wei Yan, Zhen Qin, Xuanhui Wang et al.*23 citations*
181. **[AutoShard: Automated Embedding Table Sharding for Recommender Systems ↗](https://doi.org/10.1145/3534678.3539034)**Daochen Zha, Louis Feng, Bhargav Bhushanam et al.*22 citations*
182. **[Graph Meta-Reinforcement Learning for Transferable Autonomous Mobility-on-Demand ↗](https://doi.org/10.1145/3534678.3539180)**Daniele Gammelli, Kaidi Yang, James Harrison et al.*22 citations*
183. **[Instant Graph Neural Networks for Dynamic Graphs ↗](https://doi.org/10.1145/3534678.3539352)**Yanping Zheng, Hanzhi Wang, Zhewei Wei et al.*22 citations*
184. **[Make Fairness More Fair ↗](https://doi.org/10.1145/3534678.3539354)**Jiayin Wang, Weizhi Ma, Jiayu Li et al.*22 citations*
185. **[MolSearch ↗](https://doi.org/10.1145/3534678.3542676)**Mengying Sun, Jing Xing, Meng Han et al.*22 citations*
186. **[Subset Node Anomaly Tracking over Large Dynamic Graphs ↗](https://doi.org/10.1145/3534678.3539389)**Xingzhi Guo, Baojian Zhou, Steven Skiena*22 citations*
187. **[EXTR: Click-Through Rate Prediction with Externalities in E-Commerce Sponsored Search ↗](https://doi.org/10.1145/3534678.3539053)**Chi Chen, Hui Chen, Kangzhi Zhao et al.*21 citations*
188. **[Effective Social Network-Based Allocation of COVID-19 Vaccines ↗](https://doi.org/10.1145/3534678.3542673)**Jiangzhuo Chen, Stefan Hoops, Achla Marathe et al.*21 citations*
189. **[FedWalk ↗](https://doi.org/10.1145/3534678.3539308)**Qiying Pan, Yifei Zhu*21 citations*
190. **[Few-shot Heterogeneous Graph Learning via Cross-domain Knowledge Transfer ↗](https://doi.org/10.1145/3534678.3539431)**Qiannan Zhang, Xiaodong Wu, Qiang Yang et al.*21 citations*
191. **[Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values ↗](https://doi.org/10.1145/3534678.3539074)**Zijie J. Wang, Alex M. Kale, Harsha Nori et al.*21 citations*
192. **[Multi-Variate Time Series Forecasting on Variable Subsets ↗](https://doi.org/10.1145/3534678.3539394)**Jatin Chauhan, Aravindan Raghuveer, Rishi Saket et al.*21 citations*
193. **[On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification ↗](https://doi.org/10.1145/3534678.3539466)**Erik Schultheis, Marek Wydmuch, Rohit Babbar et al.*21 citations*
194. **[Robust Tensor Graph Convolutional Networks via T-SVD based Graph Augmentation ↗](https://doi.org/10.1145/3534678.3539436)**Zhebin Wu, Lin Shu, Ziyue Xu et al.*21 citations*
195. **[SOS ↗](https://doi.org/10.1145/3534678.3539454)**Jayoung Kim, Chaejeong Lee, Yehjin Shin et al.*21 citations*
196. **[State Dependent Parallel Neural Hawkes Process for Limit Order Book Event Stream Prediction and Simulation ↗](https://doi.org/10.1145/3534678.3539462)**Zijian Shi, John Cartlidge*21 citations*
197. **[Trustworthy Graph Learning ↗](https://doi.org/10.1145/3534678.3542597)**Bingzhe Wu, Yatao Bian, Hengtong Zhang et al.*21 citations*
198. **[Connecting Low-Loss Subspace for Personalized Federated Learning ↗](https://doi.org/10.1145/3534678.3539254)**Seok-Ju Hahn, Minwoo Jeong, Junghye Lee*20 citations*
199. **[Contrastive Learning with Complex Heterogeneity ↗](https://doi.org/10.1145/3534678.3539311)**Lecheng Zheng, Jinjun Xiong, Yan Zhu et al.*20 citations*
200. **[GBPNet ↗](https://doi.org/10.1145/3534678.3539441)**Sarp Aykent, Tian Xia*20 citations*

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