---
title: "KDD 2020 — all accepted papers, page 2 — the most cited first"
description: "All 420 papers of KDD 2020 · page 2 of 5, the most cited first; those with our summary link to it."
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# KDD 2020: all accepted papers

420 papers · page 2 of 5 · the most cited first · [← KDD 2020](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2020/)

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101. **[Redundancy-Free Computation for Graph Neural Networks ↗](https://doi.org/10.1145/3394486.3403142)**Zhihao Jia, Sina Lin, Rex Ying et al.*60 citations*
102. **[Graph Structural-topic Neural Network ↗](https://doi.org/10.1145/3394486.3403150)**Qingqing Long, Yilun Jin, Guojie Song et al.*59 citations*
103. **[Multimodal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery ↗](https://doi.org/10.1145/3394486.3403375)**Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Zexi Chen et al.*58 citations*
104. **[Missing Value Imputation for Mixed Data via Gaussian Copula ↗](https://doi.org/10.1145/3394486.3403106)**Yuxuan Zhao, Madeleine Udell*57 citations*
105. **[Sliding Sketches: A Framework using Time Zones for Data Stream Processing in Sliding Windows ↗](https://doi.org/10.1145/3394486.3403144)**Xiangyang Gou, Long He, Yinda Zhang et al.*57 citations*
106. **[Laplacian Change Point Detection for Dynamic Graphs ↗](https://doi.org/10.1145/3394486.3403077)**Shenyang Huang, Yasmeen Hitti, Guillaume Rabusseau et al.*56 citations*
107. **[Robust Spammer Detection by Nash Reinforcement Learning ↗](https://doi.org/10.1145/3394486.3403135)**Yingtong Dou, Guixiang Ma, Philip S. Yu et al.*56 citations*
108. **[COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching ↗](https://doi.org/10.1145/3394486.3403123)**Junyi Gao, Cao Xiao, Lucas M. Glass et al.*54 citations*
109. **[GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model's Prediction ↗](https://doi.org/10.1145/3394486.3403066)**Thai Le, Suhang Wang, Dongwon Lee*54 citations*
110. **[Predicting Temporal Sets with Deep Neural Networks ↗](https://doi.org/10.1145/3394486.3403152)**Le Yu, Leilei Sun, Bowen Du et al.*54 citations*
111. **[Bandit based Optimization of Multiple Objectives on a Music Streaming Platform ↗](https://doi.org/10.1145/3394486.3403374)**Rishabh Mehrotra, Niannan Xue, Mounia Lalmas*53 citations*
112. **[To Tune or Not to Tune? ↗](https://doi.org/10.1145/3394486.3403299)**Ayat Fekry, Lucian Carata, Thomas Pasquier et al.*53 citations*
113. **[Causal Inference Meets Machine Learning ↗](https://doi.org/10.1145/3394486.3406460)**Peng Cui, Zheyan Shen, Sheng Li et al.*52 citations*
114. **[Climate Downscaling Using YNet ↗](https://doi.org/10.1145/3394486.3403366)**Yumin Liu, Auroop Ratan Ganguly, Jennifer Dy*52 citations*
115. **[Personalized PageRank to a Target Node, Revisited ↗](https://doi.org/10.1145/3394486.3403108)**Hanzhi Wang, Zhewei Wei, Junhao Gan et al.*52 citations*
116. **[TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations ↗](https://doi.org/10.1145/3394486.3403125)**Ang Li, Yixiao Duan, Huanrui Yang et al.*52 citations*
117. **[Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation ↗](https://doi.org/10.1145/3394486.3403147)**Chen Ma, Liheng Ma, Yingxue Zhang et al.*51 citations*
118. **[Local Community Detection in Multiple Networks ↗](https://doi.org/10.1145/3394486.3403069)**Dongsheng Luo, Yuchen Bian, Yaowei Yan et al.*50 citations*
119. **[Competitive Analysis for Points of Interest ↗](https://doi.org/10.1145/3394486.3403179)**Shuangli Li, Jingbo Zhou, Tong Xu et al.*49 citations*
120. **[Doing in One Go ↗](https://doi.org/10.1145/3394486.3403332)**Sijie Ruan, Zi Xiong, Cheng Long et al.*48 citations*
121. **[Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection ↗](https://doi.org/10.1145/3394486.3403062)**Kai Ming Ting, Bi-Cun Xu, Takashi Washio et al.*48 citations*
122. **[Vamsa: Automated Provenance Tracking in Data Science Scripts ↗](https://doi.org/10.1145/3394486.3403205)**Mohammad Hossein Namaki, Avrilia Floratou, Fotis Psallidas et al.*48 citations*
123. **[HGCN: A Heterogeneous Graph Convolutional Network-Based Deep Learning Model Toward Collective Classification ↗](https://doi.org/10.1145/3394486.3403169)**Zhihua Zhu, Xinxin Fan, Xiaokai Chu et al.*47 citations*
124. **[Partial Multi-Label Learning via Probabilistic Graph Matching Mechanism ↗](https://doi.org/10.1145/3394486.3403053)**Gengyu Lyu, Songhe Feng, Yidong Li*47 citations*
125. **[Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions ↗](https://doi.org/10.1145/3394486.3403229)**James McInerney, Brian Brost, Praveen Chandar et al.*46 citations*
126. **[Deep Learning of High-Order Interactions for Protein Interface Prediction ↗](https://doi.org/10.1145/3394486.3403110)**Yi Liu, Hao Yuan, Lei Cai et al.*46 citations*
127. **[Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder ↗](https://doi.org/10.1145/3394486.3403129)**Changchang Yin, Ruoqi Liu, Dongdong Zhang et al.*46 citations*
128. **[Intelligible and Explainable Machine Learning ↗](https://doi.org/10.1145/3394486.3406707)**Rich Caruana, Scott Lundberg, Marco Túlio Ribeiro et al.*46 citations*
129. **[STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths ↗](https://doi.org/10.1145/3394486.3403145)**Yue Yu, Yinghao Li, Jiaming Shen et al.*46 citations*
130. **[SimClusters ↗](https://doi.org/10.1145/3394486.3403370)**Venu Satuluri, Yao Wu, Xun Zheng et al.*46 citations*
131. **[Hierarchical Attention Propagation for Healthcare Representation Learning ↗](https://doi.org/10.1145/3394486.3403067)**Muhan Zhang, Christopher R. King, Michael Simon Avidan et al.*45 citations*
132. **[Certifiable Robustness of Graph Convolutional Networks under Structure Perturbations ↗](https://doi.org/10.1145/3394486.3403217)**Daniel Zügner, Stephan Günnemann*44 citations*
133. **[REA: Robust Cross-lingual Entity Alignment Between Knowledge Graphs ↗](https://doi.org/10.1145/3394486.3403268)**Shichao Pei, Yu Lu, Guoxian Yu et al.*44 citations*
134. **[INPREM: An Interpretable and Trustworthy Predictive Model for Healthcare ↗](https://doi.org/10.1145/3394486.3403087)**Xianli Zhang, Buyue Qian, Shilei Cao et al.*43 citations*
135. **[Minimizing Localized Ratio Cut Objectives in Hypergraphs ↗](https://doi.org/10.1145/3394486.3403222)**Nate Veldt, Austin R. Benson, Jon M. Kleinberg*43 citations*
136. **[Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation ↗](https://doi.org/10.1145/3394486.3403264)**Wenhui Yu, Xiao Lin, Junfeng Ge et al.*43 citations*
137. **[Artificial Intelligence for Healthcare ↗](https://doi.org/10.1145/3394486.3409551)**Dorin Comaniciu*42 citations*
138. **[On Sampling Top-K Recommendation Evaluation ↗](https://doi.org/10.1145/3394486.3403262)**Dong Li, Ruoming Jin, Jing Gao et al.*42 citations*
139. **[Explainable Classification of Brain Networks via Contrast Subgraphs ↗](https://doi.org/10.1145/3394486.3403383)**Tommaso Lanciano, Francesco Bonchi, Aristides Gionis*41 citations*
140. **[Hypergraph Clustering Based on PageRank ↗](https://doi.org/10.1145/3394486.3403248)**Yuuki Takai, Atsushi Miyauchi, Masahiro Ikeda et al.*41 citations*
141. **[MultiSage ↗](https://doi.org/10.1145/3394486.3403293)**Carl Yang, Aditya Pal, Andrew Zhai et al.*41 citations*
142. **[Stable Learning via Differentiated Variable Decorrelation ↗](https://doi.org/10.1145/3394486.3403269)**Zheyan Shen, Peng Cui, Jiashuo Liu et al.*41 citations*
143. **[Incremental Lossless Graph Summarization ↗](https://doi.org/10.1145/3394486.3403074)**Jihoon Ko, Yunbum Kook, Kijung Shin*40 citations*
144. **[Data-driven Simulation and Optimization for Covid-19 Exit Strategies ↗](https://doi.org/10.1145/3394486.3412863)**Salah Ghamizi, Renaud Rwemalika, Maxime Cordy et al.*39 citations*
145. **[Deep Graph Learning ↗](https://doi.org/10.1145/3394486.3406474)**Yu Rong, Tingyang Xu, Junzhou Huang et al.*39 citations*
146. **[Improving Deep Learning for Airbnb Search ↗](https://doi.org/10.1145/3394486.3403333)**Malay Haldar, P. Ramanathan, Tyler Sax et al.*39 citations*
147. **[No Computation without Representation ↗](https://doi.org/10.1145/3394486.3411074)**Caitlin Kuhlman, Latifa Jackson, Rumi Chunara*39 citations*
148. **[SSumM: Sparse Summarization of Massive Graphs ↗](https://doi.org/10.1145/3394486.3403057)**Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko et al.*39 citations*
149. **[CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis ↗](https://doi.org/10.1145/3394486.3403272)**Wenchong He, Zhe Jiang, Chengming Zhang et al.*38 citations*
150. **[Local Motif Clustering on Time-Evolving Graphs ↗](https://doi.org/10.1145/3394486.3403081)**Dongqi Fu, Dawei Zhou, Jingrui He*38 citations*
151. **[TAdaNet: Task-Adaptive Network for Graph-Enriched Meta-Learning ↗](https://doi.org/10.1145/3394486.3403230)**Qiuling Suo, Jingyuan Chou, Weida Zhong et al.*38 citations*
152. **[Improving Recommendation Quality in Google Drive ↗](https://doi.org/10.1145/3394486.3403341)**Suming J. Chen, Zhen Qin, Zac Wilson et al.*37 citations*
153. **[ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification ↗](https://doi.org/10.1145/3394486.3403183)**Huimin Ren, Menghai Pan, Yanhua Li et al.*37 citations*
154. **[Understanding the Urban Pandemic Spreading of COVID-19 with Real World Mobility Data ↗](https://doi.org/10.1145/3394486.3412860)**Qianyue Hao, Lin Chen, Fengli Xu et al.*37 citations*
155. **[Debiasing Grid-based Product Search in E-commerce ↗](https://doi.org/10.1145/3394486.3403336)**Ruocheng Guo, Xiaoting Zhao, Adam Henderson et al.*36 citations*
156. **[Kronecker Attention Networks ↗](https://doi.org/10.1145/3394486.3403065)**Hongyang Gao, Zhengyang Wang, Shuiwang Ji*36 citations*
157. **[Effective Transfer Learning for Identifying Similar Questions ↗](https://doi.org/10.1145/3394486.3412861)**Clara H. McCreery, Namit Katariya, Anitha Kannan et al.*35 citations*
158. **[Towards Fair Truth Discovery from Biased Crowdsourced Answers ↗](https://doi.org/10.1145/3394486.3403102)**Yanying Li, Haipei Sun, Hui Wang*35 citations*
159. **[Attribute-based Propensity for Unbiased Learning in Recommender Systems ↗](https://doi.org/10.1145/3394486.3403285)**Zhen Qin, Suming J. Chen, Donald Metzler et al.*34 citations*
160. **[DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering ↗](https://doi.org/10.1145/3394486.3403261)**Yuval Heffetz, Roman Vainshtein, Gilad Katz et al.*34 citations*
161. **[General-Purpose User Embeddings based on Mobile App Usage ↗](https://doi.org/10.1145/3394486.3403334)**Junqi Zhang, Bing Bai, Ye Lin et al.*34 citations*
162. **[Attention and Memory-Augmented Networks for Dual-View Sequential Learning ↗](https://doi.org/10.1145/3394486.3403055)**Yong He, Cheng Wang, Nan Li et al.*33 citations*
163. **[Evaluating Fairness Using Permutation Tests ↗](https://doi.org/10.1145/3394486.3403199)**Cyrus J. DiCiccio, Sriram Vasudevan, Kinjal Basu et al.*33 citations*
164. **[Feature-Induced Manifold Disambiguation for Multi-View Partial Multi-label Learning ↗](https://doi.org/10.1145/3394486.3403098)**Jinghan Wu, Xuan Wu, Qing-Guo Chen et al.*33 citations*
165. **[FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents ↗](https://doi.org/10.1145/3394486.3403153)**Bill Yuchen Lin, Ying Sheng, Nguyen Vo et al.*33 citations*
166. **[Knowing your FATE ↗](https://doi.org/10.1145/3394486.3403276)**Xianfeng Tang, Yozen Liu, Neil Shah et al.*33 citations*
167. **[An Empirical Analysis of Backward Compatibility in Machine Learning Systems ↗](https://doi.org/10.1145/3394486.3403379)**Megha Srivastava, Besmira Nushi, Ece Semiha Kamar et al.*32 citations*
168. **[AutoGrow: Automatic Layer Growing in Deep Convolutional Networks ↗](https://doi.org/10.1145/3394486.3403126)**Wei Wen, Feng Yan, Yiran Chen et al.*32 citations*
169. **[Category-Specific CNN for Visual-aware CTR Prediction at JD.com ↗](https://doi.org/10.1145/3394486.3403319)**Hu Liu, Jing Juan Lu, Hao Yang et al.*32 citations*
170. **[Edge-consensus Learning: Deep Learning on P2P Networks with Nonhomogeneous Data ↗](https://doi.org/10.1145/3394486.3403109)**Kenta Niwa, Noboru Harada, Guoqiang Zhang et al.*32 citations*
171. **[Grale ↗](https://doi.org/10.1145/3394486.3403302)**Jonathan Halcrow, Alexandru Moșoi, Sam Ruth et al.*32 citations*
172. **[Learning to Score Economic Development from Satellite Imagery ↗](https://doi.org/10.1145/3394486.3403347)**Sungwon Han, Donghyun Ahn, Sung Won Park et al.*32 citations*
173. **[xGAIL: Explainable Generative Adversarial Imitation Learning for Explainable Human Decision Analysis ↗](https://doi.org/10.1145/3394486.3403186)**Menghai Pan, Weixiao Huang, Yanhua Li et al.*32 citations*
174. **[Algorithmic Aspects of Temporal Betweenness ↗](https://doi.org/10.1145/3394486.3403259)**Sebastian Buß, Hendrik Molter, Rolf Niedermeier et al.*31 citations*
175. **[Combo-Attention Network for Baidu Video Advertising ↗](https://doi.org/10.1145/3394486.3403297)**Tan Yu, Yi Yang, Yi Li et al.*31 citations*
176. **[LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values ↗](https://doi.org/10.1145/3394486.3403213)**Kejing Yin, Ardavan Afshar, Joyce C. Ho et al.*31 citations*
177. **[OptMatch ↗](https://doi.org/10.1145/3394486.3403279)**Linxia Gong, Xiaochuan Feng, Dezhi Ye et al.*31 citations*
178. **[Ads Allocation in Feed via Constrained Optimization ↗](https://doi.org/10.1145/3394486.3403391)**Jinyun Yan, Zhiyuan Xu, Birjodh Tiwana et al.*30 citations*
179. **[Building Continuous Integration Services for Machine Learning ↗](https://doi.org/10.1145/3394486.3403290)**Bojan Karlaš, Matteo Interlandi, Cédric Renggli et al.*30 citations*
180. **[BusTr ↗](https://doi.org/10.1145/3394486.3403376)**Richard Barnes, Senaka Buthpitiya, James Cook et al.*30 citations*
181. **[Contagious Chain Risk Rating for Networked-guarantee Loans ↗](https://doi.org/10.1145/3394486.3403322)**Dawei Cheng, Zhibin Niu, Yiyi Zhang*30 citations*
182. **[NetTrans: Neural Cross-Network Transformation ↗](https://doi.org/10.1145/3394486.3403141)**Si Zhang, Hanghang Tong, Yinglong Xia et al.*30 citations*
183. **[An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images ↗](https://doi.org/10.1145/3394486.3403381)**Zekun Li, Yao‐Yi Chiang, Sasan Tavakkol et al.*29 citations*
184. **[AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space ↗](https://doi.org/10.1145/3394486.3403197)**Chengrun Yang, Jicong Fan, Ziyang Wu et al.*29 citations*
185. **[Cascade-LSTM ↗](https://doi.org/10.1145/3394486.3403317)**Francesco Ducci, Mathias Kraus, Stefan Feuerriegel*29 citations*
186. **[DATE ↗](https://doi.org/10.1145/3394486.3403339)**Sundong Kim, Yu‐Che Tsai, Karandeep Singh et al.*29 citations*
187. **[GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases ↗](https://doi.org/10.1145/3394486.3403257)**Zongyue Qin, Yunsheng Bai, Yizhou Sun*29 citations*
188. **[Interpretable Deep Graph Generation with Node-edge Co-disentanglement ↗](https://doi.org/10.1145/3394486.3403221)**Xiaojie Guo, Liang Zhao, Zhao Qin et al.*29 citations*
189. **[Malicious Attacks against Deep Reinforcement Learning Interpretations ↗](https://doi.org/10.1145/3394486.3403089)**Mengdi Huai, Jianhui Sun, Renqin Cai et al.*29 citations*
190. **[RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning ↗](https://doi.org/10.1145/3394486.3403223)**Diya Li, Mohammed Javeed Zaki*29 citations*
191. **[Two Sides of the Same Coin ↗](https://doi.org/10.1145/3394486.3403349)**Yu Zhang, Yangqiu Song, Jian Liang et al.*29 citations*
192. **[Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping ↗](https://doi.org/10.1145/3394486.3403171)**Susik Yoon, Jae-Gil Lee, Byung Suk Lee*29 citations*
193. **[Delivery Scope ↗](https://doi.org/10.1145/3394486.3403353)**Xuetao Ding, Runfeng Zhang, Zhen Mao et al.*28 citations*
194. **[Easy Perturbation EEG Algorithm for Spectral Importance (easyPEASI) ↗](https://doi.org/10.1145/3394486.3403289)**David O. Nahmias, Kimberly L. Kontson*28 citations*
195. **[Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network ↗](https://doi.org/10.1145/3394486.3403120)**Le Dai, Yu Yin, Chuan Qin et al.*28 citations*
196. **[Forecasting the Evolution of Hydropower Generation ↗](https://doi.org/10.1145/3394486.3403337)**Fan Zhou, Liang Li, Kunpeng Zhang et al.*28 citations*
197. **[Hi-COVIDNet ↗](https://doi.org/10.1145/3394486.3412864)**Minseok Kim, Jun-Hyeok Kang, Doyoung Kim et al.*28 citations*
198. **[Higher-order Clustering in Complex Heterogeneous Networks ↗](https://doi.org/10.1145/3394486.3403045)**Aldo Carranza, Ryan A. Rossi, Anup Rao et al.*28 citations*
199. **[Measuring Model Complexity of Neural Networks with Curve Activation Functions ↗](https://doi.org/10.1145/3394486.3403203)**Xia Hu, Weiqing Liu, Jiang Bian et al.*28 citations*
200. **[Salience and Market-aware Skill Extraction for Job Targeting ↗](https://doi.org/10.1145/3394486.3403338)**Baoxu Shi, Jaewon Yang, Feng Guo et al.*28 citations*

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