---
title: "KDD 2020 — all accepted papers, page 3 — the most cited first"
description: "All 420 papers of KDD 2020 · page 3 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 3 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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201. **[CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring ↗](https://doi.org/10.1145/3394486.3403244)**Jiaxin Huang, Yiqing Xie, Yu Meng et al.*27 citations*
202. **[GrokNet ↗](https://doi.org/10.1145/3394486.3403311)**Sean Bell, Yiqun Liu, Sami Alsheikh et al.*27 citations*
203. **[Unsupervised Paraphrasing via Deep Reinforcement Learning ↗](https://doi.org/10.1145/3394486.3403231)**A. B. Siddique, Samet Oymak, Vagelis Hristidis*27 citations*
204. **[AdvMind: Inferring Adversary Intent of Black-Box Attacks ↗](https://doi.org/10.1145/3394486.3403241)**Ren Pang, Xinyang Zhang, Shouling Ji et al.*26 citations*
205. **[Algorithmic Decision Making with Conditional Fairness ↗](https://doi.org/10.1145/3394486.3403263)**Renzhe Xu, Peng Cui, Kun Kuang et al.*26 citations*
206. **[Deep Learning for Industrial AI ↗](https://doi.org/10.1145/3394486.3406482)**Chetan Gupta, Ahmed Farahat*26 citations*
207. **[Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization ↗](https://doi.org/10.1145/3394486.3403283)**Eason Wang, Henggang Cui, Sai Yalamanchi et al.*26 citations*
208. **[Learning Opinion Dynamics From Social Traces ↗](https://doi.org/10.1145/3394486.3403119)**Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi*26 citations*
209. **[AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks ↗](https://doi.org/10.1145/3394486.3403103)**Jiancheng Lyu, Shuai Zhang, Yingyong Qi et al.*25 citations*
210. **[Comprehensive Information Integration Modeling Framework for Video Titling ↗](https://doi.org/10.1145/3394486.3403325)**Shengyu Zhang, Ziqi Tan, Zhou Li Zhao et al.*25 citations*
211. **[Gemini: A Novel and Universal Heterogeneous Graph Information Fusing Framework for Online Recommendations ↗](https://doi.org/10.1145/3394486.3403388)**Jixing Xu, Zhenlong Zhu, Jianxin Zhao et al.*25 citations*
212. **[Graph Attention Networks over Edge Content-Based Channels ↗](https://doi.org/10.1145/3394486.3403233)**Lin Tao Lü, Hongning Wang*25 citations*
213. **[Joint Policy-Value Learning for Recommendation ↗](https://doi.org/10.1145/3394486.3403175)**Olivier Jeunen, David Rohde, Flavian Vasile et al.*25 citations*
214. **[Learning to Cluster Documents into Workspaces Using Large Scale Activity Logs ↗](https://doi.org/10.1145/3394486.3403291)**Weize Kong, Michael Bendersky, Marc Najork et al.*25 citations*
215. **[Managing Diversity in Airbnb Search ↗](https://doi.org/10.1145/3394486.3403345)**Mustafa Abdool, Malay Haldar, P. Ramanathan et al.*25 citations*
216. **[Truth Discovery against Strategic Sybil Attack in Crowdsourcing ↗](https://doi.org/10.1145/3394486.3403052)**Yue Wang, Ke Wang, Chunyan Miao*25 citations*
217. **[CrowdQuake ↗](https://doi.org/10.1145/3394486.3403378)**Xin Huang, Jang‐Soo Lee, Youngwoo Kwon et al.*24 citations*
218. **[Faster Secure Data Mining via Distributed Homomorphic Encryption ↗](https://doi.org/10.1145/3394486.3403321)**Junyi Li, Heng Huang*24 citations*
219. **[Finding Effective Geo-social Group for Impromptu Activities with Diverse Demands ↗](https://doi.org/10.1145/3394486.3403114)**Lu Chen, Chengfei Liu, Rui Hong Zhou et al.*24 citations*
220. **[InfiniteWalk ↗](https://doi.org/10.1145/3394486.3403185)**Sudhanshu Chanpuriya, Cameron Musco*24 citations*
221. **[Off-policy Bandits with Deficient Support ↗](https://doi.org/10.1145/3394486.3403139)**Noveen Sachdeva, Yi Su, Thorsten Joachims*24 citations*
222. **[Polestar ↗](https://doi.org/10.1145/3394486.3403281)**Hao Liu, Ying Li, Yanjie Fu et al.*24 citations*
223. **[Towards Building an Intelligent Chatbot for Customer Service ↗](https://doi.org/10.1145/3394486.3403390)**Che Liu, Junfeng Jiang, Chao Xiong et al.*24 citations*
224. **[Z-Miner: An Efficient Method for Mining Frequent Arrangements of Event Intervals ↗](https://doi.org/10.1145/3394486.3403095)**Zed Lee, Tony Lindgren, Panagiotis Papapetrou*24 citations*
225. **[Hyperbolic Distance Matrices ↗](https://doi.org/10.1145/3394486.3403224)**Puoya Tabaghi, Ivan Dokmanić*23 citations*
226. **[Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling ↗](https://doi.org/10.1145/3394486.3403078)**Jianwen Yin, Chenghao Liu, Weiqing Wang et al.*23 citations*
227. **[Multi-Class Data Description for Out-of-distribution Detection ↗](https://doi.org/10.1145/3394486.3403189)**Dongha Lee, Sehun Yu, Hwanjo Yu*23 citations*
228. **[How to Count Triangles, without Seeing the Whole Graph ↗](https://doi.org/10.1145/3394486.3403073)**Suman K. Bera, Comandur Seshadhri*22 citations*
229. **[Molecular Inverse-Design Platform for Material Industries ↗](https://doi.org/10.1145/3394486.3403346)**Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu et al.*22 citations*
230. **[MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals ↗](https://doi.org/10.1145/3394486.3403093)**Namyong Park, Andrey Kan, Xin Luna Dong et al.*22 citations*
231. **[Personalized Prefix Embedding for POI Auto-Completion in the Search Engine of Baidu Maps ↗](https://doi.org/10.1145/3394486.3403318)**Jizhou Huang, Haifeng Wang, Miao Fan et al.*22 citations*
232. **[Rethinking Pruning for Accelerating Deep Inference At the Edge ↗](https://doi.org/10.1145/3394486.3403058)**Dawei Gao, Xiaoxi He, Zimu Zhou et al.*22 citations*
233. **[BLOB: A Probabilistic Model for Recommendation that Combines Organic and Bandit Signals ↗](https://doi.org/10.1145/3394486.3403121)**Otmane Sakhi, Stephen Bonner, David Rohde et al.*21 citations*
234. **[Cracking the Black Box ↗](https://doi.org/10.1145/3394486.3403367)**Xiangyu Sun, Jack Davis, Oliver Schulte et al.*21 citations*
235. **[Mining Persistent Activity in Continually Evolving Networks ↗](https://doi.org/10.1145/3394486.3403136)**Caleb Belth, Xinyi Zheng, Danai Koutra*21 citations*
236. **[City Metro Network Expansion with Reinforcement Learning ↗](https://doi.org/10.1145/3394486.3403315)**Wei Yu, Minjia Mao, Xi Zhao et al.*20 citations*
237. **[Edge AI ↗](https://doi.org/10.1145/3394486.3406479)**Radu Mărculescu, Diana Marculescu, Umit Yusuf Ogras*20 citations*
238. **[Octet ↗](https://doi.org/10.1145/3394486.3403274)**Yuning Mao, Tong Zhao, Andrey Kan et al.*20 citations*
239. **[Personalized Image Retrieval with Sparse Graph Representation Learning ↗](https://doi.org/10.1145/3394486.3403324)**Xiaowei Jia, Handong Zhao, Zhe Lin et al.*20 citations*
240. **[Shop The Look ↗](https://doi.org/10.1145/3394486.3403372)**Raymond Shiau, Hao-Yu Wu, Eric Kim et al.*20 citations*
241. **[Adversarial Attacks and Defenses ↗](https://doi.org/10.1145/3394486.3406467)**Han Xu, Yaxin Li, Wei Jin et al.*19 citations*
242. **[Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction ↗](https://doi.org/10.1145/3394486.3403251)**Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti et al.*19 citations*
243. **[Diverse Rule Sets ↗](https://doi.org/10.1145/3394486.3403204)**Guangyi Zhang, Aristides Gionis*19 citations*
244. **[Introduction to Computer Vision and Real Time Deep Learning-based Object Detection ↗](https://doi.org/10.1145/3394486.3406713)**James G. Shanahan, Liang Dai*19 citations*
245. **[Large-Scale Training System for 100-Million Classification at Alibaba ↗](https://doi.org/10.1145/3394486.3403342)**Liuyihan Song, Pan Pan, Kang Zhao et al.*19 citations*
246. **[Recurrent Halting Chain for Early Multi-label Classification ↗](https://doi.org/10.1145/3394486.3403191)**Thomas Hartvigsen, Cansu Şen, Xiangnan Kong et al.*19 citations*
247. **[Fitbit for Chickens? ↗](https://doi.org/10.1145/3394486.3403385)**Alireza Abdoli, Sara Alaee, Shima Imani et al.*18 citations*
248. **[Generic Outlier Detection in Multi-Armed Bandit ↗](https://doi.org/10.1145/3394486.3403134)**Yikun Ban, Jingrui He*18 citations*
249. **[Unsupervised Differentiable Multi-aspect Network Embedding ↗](https://doi.org/10.1145/3394486.3403196)**Chanyoung Park, Carl Yang, Qi Zhu et al.*18 citations*
250. **[Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning ↗](https://doi.org/10.1145/3394486.3403084)**Chao Li, Haoteng Tang, Cheng Dan Deng et al.*18 citations*
251. **[Data Pricing — From Economics to Data Science ↗](https://doi.org/10.1145/3394486.3406473)**Jian Pei*17 citations*
252. **[Dealing with Bias and Fairness in Data Science Systems ↗](https://doi.org/10.1145/3394486.3406708)**Pedro Saleiro, Kit T. Rodolfa, Rayid Ghani*17 citations*
253. **[DeepTriage ↗](https://doi.org/10.1145/3394486.3403380)**Phuong Thao Pham, Vivek Jain, Lukas Dauterman et al.*17 citations*
254. **[Hubble ↗](https://doi.org/10.1145/3394486.3403295)**Chenyi Zhuang, Ziqi Liu, Zhiqiang Zhang et al.*17 citations*
255. **[TIES ↗](https://doi.org/10.1145/3394486.3403364)**Nima Noorshams, Saurabh Manaswita Verma, Aude Hofleitner*17 citations*
256. **[A Request-level Guaranteed Delivery Advertising Planning ↗](https://doi.org/10.1145/3394486.3403348)**Hong Zhang, Lan Zhang, Lan Xu et al.*16 citations*
257. **[Adversarial Infidelity Learning for Model Interpretation ↗](https://doi.org/10.1145/3394486.3403071)**Jian Liang, Bing Bai, Yuren Cao et al.*16 citations*
258. **[High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder ↗](https://doi.org/10.1145/3394486.3403138)**Nicholas Gao, Max Wilson, Thomas Vandal et al.*16 citations*
259. **[Imputing Various Incomplete Attributes via Distance Likelihood Maximization ↗](https://doi.org/10.1145/3394486.3403096)**Shaoxu Song, Yu Sun*16 citations*
260. **[Map Generation from Large Scale Incomplete and Inaccurate Data Labels ↗](https://doi.org/10.1145/3394486.3403301)**Rui Zhang, Conrad M Albrecht, Wei Zhang et al.*16 citations*
261. **[Recent Advances on Graph Analytics and Its Applications in Healthcare ↗](https://doi.org/10.1145/3394486.3406469)**Fei Wang, Peng Cui, Jian Pei et al.*16 citations*
262. **[Geodemographic Influence Maximization ↗](https://doi.org/10.1145/3394486.3403327)**Kaichen Zhang, Jingbo Zhou, Donglai Tao et al.*15 citations*
263. **[Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System ↗](https://doi.org/10.1145/3394486.3403105)**Yipeng Zhang, Bo Du, Lefei Zhang et al.*15 citations*
264. **[RECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift ↗](https://doi.org/10.1145/3394486.3403214)**Lan-Zhe Guo, Zhi Zhou, Yu-Feng Li*15 citations*
265. **[Attentional Multi-graph Convolutional Network for Regional Economy Prediction with Open Migration Data ↗](https://doi.org/10.1145/3394486.3403273)**Fengli Xu, Yong Li, Shusheng Xu*14 citations*
266. **[Data Sketching for Real Time Analytics ↗](https://doi.org/10.1145/3394486.3406480)**Daniel Ting, Jonathan Malkin, Lee Rhodes*14 citations*
267. **[Discovering Approximate Functional Dependencies using Smoothed Mutual Information ↗](https://doi.org/10.1145/3394486.3403178)**Frédéric Pennerath, Panagiotis Mandros, Jilles Vreeken*14 citations*
268. **[Faster, Simpler, More Accurate ↗](https://doi.org/10.1145/3394486.3406706)**Jonas Mueller, Xingjian Shi, Alexander Johannes Smola*14 citations*
269. **[Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning ↗](https://doi.org/10.1145/3394486.3403072)**Zhihui Li, Xiaojun Chang, Lina Yao et al.*14 citations*
270. **[Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy ↗](https://doi.org/10.1145/3394486.3403286)**Teng Ye, Wei Ai, Lingyu Zhang et al.*14 citations*
271. **[Prioritized Restreaming Algorithms for Balanced Graph Partitioning ↗](https://doi.org/10.1145/3394486.3403239)**Amel Awadelkarim, Johan H. Ugander*14 citations*
272. **[Semantic Search in Millions of Equations ↗](https://doi.org/10.1145/3394486.3403056)**Lukas Pfahler, Katharina J. Morik*14 citations*
273. **[Semi-Supervised Multi-Label Learning from Crowds via Deep Sequential Generative Model ↗](https://doi.org/10.1145/3394486.3403167)**Wanli Shi, Victor S. Sheng, Xiang Li et al.*14 citations*
274. **[Time-Aware User Embeddings as a Service ↗](https://doi.org/10.1145/3394486.3403371)**Martin Pavlovski, Jelena Gligorijević, Ivan Stojković et al.*14 citations*
275. **[Attackability Characterization of Adversarial Evasion Attack on Discrete Data ↗](https://doi.org/10.1145/3394486.3403194)**Yutong Wang, Yufei Han, Hongyan Bao et al.*13 citations*
276. **[CICLAD: A Fast and Memory-efficient Closed Itemset Miner for Streams ↗](https://doi.org/10.1145/3394486.3403232)**Tomas Martin, Guy Francoeur, Petko Valtchev*13 citations*
277. **[Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems ↗](https://doi.org/10.1145/3394486.3403211)**Zhenxin Fu, Shaobo Cui, Mingyue Shang et al.*13 citations*
278. **[Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense ↗](https://doi.org/10.1145/3394486.3403044)**Jingyuan Wang, Yufan Wu, Mingxuan Li et al.*13 citations*
279. **[Pest Management In Cotton Farms ↗](https://doi.org/10.1145/3394486.3403363)**Aman Dalmia, Jerome White, Ankit Chaurasia et al.*13 citations*
280. **[Simulating the Impact of Hospital Capacity and Social Isolation to Minimize the Propagation of Infectious Diseases ↗](https://doi.org/10.1145/3394486.3412859)**Shaon Bhatta Shuvo, Bonaventure C. Molokwu, Ziad Kobti*13 citations*
281. **[TranSlider: Transfer Ensemble Learning from Exploitation to Exploration ↗](https://doi.org/10.1145/3394486.3403079)**Kuo Zhong, Ying Wei, Chun Yuan et al.*13 citations*
282. **[ALO-NMF: Accelerated Locality-Optimized Non-negative Matrix Factorization ↗](https://doi.org/10.1145/3394486.3403227)**Gordon Euhyun Moon, J. Austin Ellis, Aravind Sukumaran-Rajam et al.*12 citations*
283. **[Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data ↗](https://doi.org/10.1145/3394486.3403303)**Yaqing Wang, Yifan Xu, Xian Li et al.*12 citations*
284. **[CLARA ↗](https://doi.org/10.1145/3394486.3403304)**Viet-An Nguyen, Peibei Shi, Jagdish Ramakrishnan et al.*12 citations*
285. **[Deep Learning for Anomaly Detection ↗](https://doi.org/10.1145/3394486.3406481)**Ruoying Wang, Kexin Nie, Yen‐Jung Chang et al.*12 citations*
286. **[Identifying Homeless Youth At-Risk of Substance Use Disorder ↗](https://doi.org/10.1145/3394486.3403360)**Maryam Tabar, Heesoo Park, Stephanie Winkler et al.*12 citations*
287. **[Lumos ↗](https://doi.org/10.1145/3394486.3403306)**Jamie Pool, Ebrahim Beyrami, Vishak Gopal et al.*12 citations*
288. **[Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs ↗](https://doi.org/10.1145/3394486.3403238)**Nate Veldt, Anthony Ian Wirth, David F. Gleich*12 citations*
289. **[Scaling Choice Models of Relational Social Data ↗](https://doi.org/10.1145/3394486.3403250)**Jan Overgoor, George Pakapol Supaniratisai, Johan H. Ugander*12 citations*
290. **[Tight Sensitivity Bounds For Smaller Coresets ↗](https://doi.org/10.1145/3394486.3403256)**Alaa Maalouf, Adiel Statman, Dan Feldman*12 citations*
291. **[Advances in Recommender Systems ↗](https://doi.org/10.1145/3394486.3406463)**Rishabh Mehrotra, Ben Carterette, Yong Li et al.*11 citations*
292. **[Average Sensitivity of Spectral Clustering ↗](https://doi.org/10.1145/3394486.3403166)**Pan Peng, Yuichi Yoshida*11 citations*
293. **[Bootstrapping Complete The Look at Pinterest ↗](https://doi.org/10.1145/3394486.3403382)**Eileen Li, Eric S. Kim, Andrew Zhai et al.*11 citations*
294. **[Deep Learning for Search and Recommender Systems in Practice ↗](https://doi.org/10.1145/3394486.3406709)**Zhoutong Fu, Huiji Gao, Weiwei Guo et al.*11 citations*
295. **[Domain Specific Knowledge Graphs as a Service to the Public ↗](https://doi.org/10.1145/3394486.3403330)**Ying Li, Vitalii Zakhozhyi, Daniel Zhu et al.*11 citations*
296. **[Grammatically Recognizing Images with Tree Convolution ↗](https://doi.org/10.1145/3394486.3403133)**Guangrun Wang, Guangcong Wang, Keze Wang et al.*11 citations*
297. **[Leveraging Model Inherent Variable Importance for Stable Online Feature Selection ↗](https://doi.org/10.1145/3394486.3403200)**Johannes Haug, Martin Pawelczyk, Klaus Broelemann et al.*11 citations*
298. **[Maximizing Cumulative User Engagement in Sequential Recommendation ↗](https://doi.org/10.1145/3394486.3403329)**Yifei Zhao, Yuhang Zhou, Mingdong Ou et al.*11 citations*
299. **[MinSearch: An Efficient Algorithm for Similarity Search under Edit Distance ↗](https://doi.org/10.1145/3394486.3403099)**Haoyu Zhang, Qin Zhang*11 citations*
300. **[Re-identification Attack to Privacy-Preserving Data Analysis with Noisy Sample-Mean ↗](https://doi.org/10.1145/3394486.3403148)**Du Su, Hieu Tri Huynh, Ziao Chen et al.*11 citations*

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