---
title: "KDD 2020 — all accepted papers, page 4 — the most cited first"
description: "All 420 papers of KDD 2020 · page 4 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 4 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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301. **[The Spectral Zoo of Networks: Embedding and Visualizing Networks with Spectral Moments ↗](https://doi.org/10.1145/3394486.3403195)**Shengmin Jin, Reza Zafarani*11 citations*
302. **[A Block Decomposition Algorithm for Sparse Optimization ↗](https://doi.org/10.1145/3394486.3403070)**Ganzhao Yuan, Li Shen, Wei‐Shi Zheng*10 citations*
303. **[A Novel Deep Learning Model by Stacking Conditional Restricted Boltzmann Machine and Deep Neural Network ↗](https://doi.org/10.1145/3394486.3403184)**Tianyu Kang, Ping Chen, John Quackenbush et al.*10 citations*
304. **[CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data ↗](https://doi.org/10.1145/3394486.3403086)**Xiang Li, Ben Kao, Caihua Shan et al.*10 citations*
305. **[Catalysis Clustering with GAN by Incorporating Domain Knowledge ↗](https://doi.org/10.1145/3394486.3403187)**Olga A. Andreeva, Wei Li, Wei Ding et al.*10 citations*
306. **[Combinatorial Black-Box Optimization with Expert Advice ↗](https://doi.org/10.1145/3394486.3403243)**Hamid Dadkhahi, Karthikeyan Shanmugam, Jesús Ríos et al.*10 citations*
307. **[Discovering Functional Dependencies from Mixed-Type Data ↗](https://doi.org/10.1145/3394486.3403193)**Panagiotis Mandros, David Kaltenpoth, Mario Boley et al.*10 citations*
308. **[Estimating the Percolation Centrality of Large Networks through Pseudo-dimension Theory ↗](https://doi.org/10.1145/3394486.3403235)**Alane M. de Lima, Murilo V. G. da Silva, André Luís Vignatti*10 citations*
309. **[Game Action Modeling for Fine Grained Analyses of Player Behavior in Multi-player Card Games (Rummy as Case Study) ↗](https://doi.org/10.1145/3394486.3403316)**Sharanya Eswaran, Mridul Sachdeva, Vikram Vimal et al.*10 citations*
310. **[Matrix Profile XXI: A Geometric Approach to Time Series Chains Improves Robustness ↗](https://doi.org/10.1145/3394486.3403164)**Makoto Imamura, Takaaki Nakamura, Eamonn Keogh*10 citations*
311. **[Price Investment using Prescriptive Analytics and Optimization in Retail ↗](https://doi.org/10.1145/3394486.3403365)**Prakhar Mehrotra, Linsey Xiaolin Pang, Karthick Gopalswamy et al.*10 citations*
312. **[Targeted Data-driven Regularization for Out-of-Distribution Generalization ↗](https://doi.org/10.1145/3394486.3403131)**Mohammad Mahdi Kamani, Sadegh Farhang, Mehrdad Mahdavi et al.*10 citations*
313. **[A Self-Evolving Mutually-Operative Recurrent Network-based Model for Online Tool Condition Monitoring in Delay Scenario ↗](https://doi.org/10.1145/3394486.3403328)**Monidipa Das, Mahardhika Pratama, Tegoeh Tjahjowidodo*9 citations*
314. **[Cracking Tabular Presentation Diversity for Automatic Cross-Checking over Numerical Facts ↗](https://doi.org/10.1145/3394486.3403310)**Hongwei Li, Qingping Yang, Yixuan Cao et al.*9 citations*
315. **[Estimating Properties of Social Networks via Random Walk considering Private Nodes ↗](https://doi.org/10.1145/3394486.3403116)**Kazuki Nakajima, Kazuyuki Shudo*9 citations*
316. **[From Zero to AI Hero with Automated Machine Learning ↗](https://doi.org/10.1145/3394486.3406697)**Umamahesan Aniththa, Deepak Mukunthu Iyappan Babu*9 citations*
317. **[In and Out: Optimizing Overall Interaction in Probabilistic Graphs under Clustering Constraints ↗](https://doi.org/10.1145/3394486.3403190)**Domenico Mandaglio, Andrea Tagarelli, Francesco Gullo*9 citations*
318. **[Learning to Generate Personalized Query Auto-Completions via a Multi-View Multi-Task Attentive Approach ↗](https://doi.org/10.1145/3394486.3403350)**Di Yin, Jiwei Tan, Zhe Zhang et al.*9 citations*
319. **[Lessons from Archives ↗](https://doi.org/10.1145/3394486.3409559)**Timnit Gebru*9 citations*
320. **[List-wise Fairness Criterion for Point Processes ↗](https://doi.org/10.1145/3394486.3403246)**Jin Shang, Mingxuan Sun, Nina Lam*9 citations*
321. **[Mining Implicit Relevance Feedback from User Behavior for Web Question Answering ↗](https://doi.org/10.1145/3394486.3403343)**Linjun Shou, Shining Bo, Feixiang Cheng et al.*9 citations*
322. **[Rich Information is Affordable: A Systematic Performance Analysis of Second-order Optimization Using K-FAC ↗](https://doi.org/10.1145/3394486.3403265)**Yuichiro Ueno, Kazuki Osawa, Yohei Tsuji et al.*9 citations*
323. **[SCE: Scalable Network Embedding from Sparsest Cut ↗](https://doi.org/10.1145/3394486.3403068)**Shengzhong Zhang, Zengfeng Huang, Haicang Zhou et al.*9 citations*
324. **[In Search for a Cure ↗](https://doi.org/10.1145/3394486.3406711)**Iris Z. Shen, Le Zhang, Jianxun Lian et al.*8 citations*
325. **[Learning Stable Graphs from Multiple Environments with Selection Bias ↗](https://doi.org/10.1145/3394486.3403270)**Yue Hui He, Peng Cui, Jianxin Ma et al.*8 citations*
326. **[Learning with Small Data ↗](https://doi.org/10.1145/3394486.3406466)**Huaxiu Yao, Xiaowei Jia, Vipin Kumar et al.*8 citations*
327. **[MCRapper: Monte-Carlo Rademacher Averages for Poset Families and Approximate Pattern Mining ↗](https://doi.org/10.1145/3394486.3403267)**Leonardo Pellegrina, Cyrus Cousins, Fabio Vandin et al.*8 citations*
328. **[Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web ↗](https://doi.org/10.1145/3394486.3406468)**Xin Luna Dong, Hannaneh Hajishirzi, Colin Lockard et al.*8 citations*
329. **[Multi-objective Optimization for Guaranteed Delivery in Video Service Platform ↗](https://doi.org/10.1145/3394486.3403352)**Hang Lei, Zhao Jie Yin, Longjun Cai*8 citations*
330. **[Non-Linear Mining of Social Activities in Tensor Streams ↗](https://doi.org/10.1145/3394486.3403260)**Koki Kawabata, Yasuko Matsubara, Takato Honda et al.*8 citations*
331. **[Spectrum-Guided Adversarial Disparity Learning ↗](https://doi.org/10.1145/3394486.3403054)**Zhe Liu, Lina Yao, Lei Bai et al.*8 citations*
332. **[The Dark Side of Machine Learning Algorithms ↗](https://doi.org/10.1145/3394486.3411068)**Mariya I. Vasileva*8 citations*
333. **[Toward Responsible AI by Planning to Fail ↗](https://doi.org/10.1145/3394486.3409557)**Saleema Amershi*8 citations*
334. **[WeightGrad: Geo-Distributed Data Analysis Using Quantization for Faster Convergence and Better Accuracy ↗](https://doi.org/10.1145/3394486.3403097)**Syeda Nahida Akter, Muhammad Abdullah Adnan*8 citations*
335. **[Deep State-Space Generative Model For Correlated Time-to-Event Predictions ↗](https://doi.org/10.1145/3394486.3403206)**Yuan Xue, Denny Zhou, Nan Du et al.*7 citations*
336. **[Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning ↗](https://doi.org/10.1145/3394486.3403387)**Jingbo Zhou, Zhenwei Tang, Min Zhao et al.*7 citations*
337. **[Meta-Learning for Query Conceptualization at Web Scale ↗](https://doi.org/10.1145/3394486.3403357)**Fred X. Han, Di Niu, Haolan Chen et al.*7 citations*
338. **[Physics Inspired Models in Artificial Intelligence ↗](https://doi.org/10.1145/3394486.3406464)**Muhammad Aurangzeb Ahmad, Şener Özönder*7 citations*
339. **[Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform ↗](https://doi.org/10.1145/3394486.3403369)**Anna Lioznova, Alexey Valerievich Drutsa, Vladimir Kukushkin et al.*7 citations*
340. **[Scalable Graph Neural Networks with Deep Graph Library ↗](https://doi.org/10.1145/3394486.3406712)**Da Zheng, Minjie Wang, Quan Gan et al.*7 citations*
341. **[Scientific Text Mining and Knowledge Graphs ↗](https://doi.org/10.1145/3394486.3406465)**Meng Jiang, Jingbo Shang*7 citations*
342. **[Statistically Significant Pattern Mining with Ordinal Utility ↗](https://doi.org/10.1145/3394486.3403215)**Thien Q. Tran, Kazuto Fukuchi, Youhei Akimoto et al.*7 citations*
343. **[Building Recommender Systems with PyTorch ↗](https://doi.org/10.1145/3394486.3406714)**Dheevatsa Mudigere, Maxim Naumov, Joe Spisak et al.*6 citations*
344. **[Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning ↗](https://doi.org/10.1145/3394486.3403174)**Claudia Plant, Sonja Biedermann, Christian Böhm*6 citations*
345. **[Discovering Succinct Pattern Sets Expressing Co-Occurrence and Mutual Exclusivity ↗](https://doi.org/10.1145/3394486.3403124)**Jonas Fischer, Jilles Vreeken*6 citations*
346. **[How AI Can Help Build Resiliency for Small Businesses in a Global Economic Crisis ↗](https://doi.org/10.1145/3394486.3409556)**Nhung Ho*6 citations*
347. **[Image and Video Understanding for Recommendation and Spam Detection Systems ↗](https://doi.org/10.1145/3394486.3406485)**Aman Gupta, Sirjan Kafle, Di Wen et al.*6 citations*
348. **[Learning Instrument Invariant Characteristics for Generating High-resolution Global Coral Reef Maps ↗](https://doi.org/10.1145/3394486.3403312)**Ata Akbari Asanjan, Kamalika Das, Alan Li et al.*6 citations*
349. **[Mining Large Quasi-cliques with Quality Guarantees from Vertex Neighborhoods ↗](https://doi.org/10.1145/3394486.3403100)**Aritra Konar, Nicholas D. Sidiropoulos*6 citations*
350. **[Recent Advances in Multimodal Educational Data Mining in K-12 Education ↗](https://doi.org/10.1145/3394486.3406471)**Zitao Liu, Songfan Yang, Jiliang Tang et al.*6 citations*
351. **[Sub-Matrix Factorization for Real-Time Vote Prediction ↗](https://doi.org/10.1145/3394486.3403277)**Alexander Immer, Victor Kristof, Matthias Grossglauser et al.*6 citations*
352. **[Tutorial on Human-Centered Explainability for Healthcare ↗](https://doi.org/10.1145/3394486.3406470)**Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey et al.*6 citations*
353. **[What is that Building? ↗](https://doi.org/10.1145/3394486.3403292)**Chiqun Zhang, Dragomir Yankov, Chun-Ting Wu et al.*6 citations*
354. **[A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications ↗](https://doi.org/10.1145/3394486.3403351)**Kevin P. Yancey, Burr Settles*5 citations*
355. **[Data Paucity and Low Resource Scenarios ↗](https://doi.org/10.1145/3394486.3409565)**Mona Diab*5 citations*
356. **[Efficient Algorithm for the b-Matching Graph ↗](https://doi.org/10.1145/3394486.3403061)**Yasuhiro Fujiwara, Atsutoshi Kumagai, Sekitoshi Kanai et al.*5 citations*
357. **[Learning from All Types of Experiences ↗](https://doi.org/10.1145/3394486.3406462)**Zhiting Hu, Eric P. Xing*5 citations*
358. **[Multi-modal Network Representation Learning ↗](https://doi.org/10.1145/3394486.3406475)**Chuxu Zhang, Meng Jiang, Xiangliang Zhang et al.*5 citations*
359. **[Preserving Integrity in Online Social Media ↗](https://doi.org/10.1145/3394486.3409548)**Alon Y. Halevy*5 citations*
360. **[Recurrent Networks for Guided Multi-Attention Classification ↗](https://doi.org/10.1145/3394486.3403083)**Xin Dai, Xiangnan Kong, Tian Guo et al.*5 citations*
361. **[Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes ↗](https://doi.org/10.1145/3394486.3403245)**Soorajnath Boominathan, Michael Oberst, Helen H. Zhou et al.*5 citations*
362. **[Unsupervised Translation via Hierarchical Anchoring ↗](https://doi.org/10.1145/3394486.3403335)**Takahiro Yabe, Kota Tsubouchi, Toru Shimizu et al.*5 citations*
363. **[A Causal Look at Statistical Definitions of Discrimination ↗](https://doi.org/10.1145/3394486.3403130)**Elias Chaibub Neto*4 citations*
364. **[Characterizing and Learning Representation on Customer Contact Journeys in Cellular Services ↗](https://doi.org/10.1145/3394486.3403377)**Shuai Zhao, Wen-Ling Hsu, George Ma et al.*4 citations*
365. **[Geodesic Forests ↗](https://doi.org/10.1145/3394486.3403094)**Meghana Madhyastha, Gongkai Li, Veronika Strnadová-Neeley et al.*4 citations*
366. **[HOPS: Probabilistic Subtree Mining for Small and Large Graphs ↗](https://doi.org/10.1145/3394486.3403180)**Pascal Welke, Florian Seiffarth, Michael Kamp et al.*4 citations*
367. **[Interpreting and Explaining Deep Neural Networks ↗](https://doi.org/10.1145/3394486.3406478)**Jaesik Choi*4 citations*
368. **[Kernel Assisted Learning for Personalized Dose Finding ↗](https://doi.org/10.1145/3394486.3403048)**Liangyu Zhu, Wenbin Lu, Michael R. Kosorok et al.*4 citations*
369. **[Learning Based Distributed Tracking ↗](https://doi.org/10.1145/3394486.3403255)**Hao Wu, Junhao Gan, Rui Zhang*4 citations*
370. **[Neural Structured Learning ↗](https://doi.org/10.1145/3394486.3406701)**Arjun Gopalan, Da-Cheng Juan, Cesar Ilharco Magalhaes et al.*4 citations*
371. **[Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks ↗](https://doi.org/10.1145/3394486.3403165)**Surgan Jandial, Ayush Chopra, Mausoom Sarkar et al.*4 citations*
372. **[The Data Science Mentoring Fire Next Time ↗](https://doi.org/10.1145/3394486.3411077)**Latifa Jackson, Heriberto Acosta Maestre*4 citations*
373. **[Tutorial on Online User Engagement ↗](https://doi.org/10.1145/3394486.3406472)**Liangjie Hong, Mounia Lalmas*4 citations*
374. **[Voronoi Graph Traversal in High Dimensions with Applications to Topological Data Analysis and Piecewise Linear Interpolation ↗](https://doi.org/10.1145/3394486.3403266)**Vladislav Polianskii, Florian T. Pokorny*4 citations*
375. **[Block Model Guided Unsupervised Feature Selection ↗](https://doi.org/10.1145/3394486.3403173)**Zilong Bai, Hoa Nguyen, Ian Davidson*3 citations*
376. **[Computer Vision ↗](https://doi.org/10.1145/3394486.3406710)**Yuanbo Wang, Osama Sakhi, Ala-Eddine Ayadi et al.*3 citations*
377. **[Heidegger: Interpretable Temporal Causal Discovery ↗](https://doi.org/10.1145/3394486.3403220)**Mehrdad Mansouri, Ali Arab, Zahra Zohrevand et al.*3 citations*
378. **[Reconstruction and Decomposition of High-Dimensional Landscapes via Unsupervised Learning ↗](https://doi.org/10.1145/3394486.3403300)**Jing Lei, Nasrin Akhter, Wanli Qiao et al.*3 citations*
379. **[The Illusion of Inclusion ↗](https://doi.org/10.1145/3394486.3411071)**Keolu Fox*3 citations*
380. **[The NodeHopper: Enabling Low Latency Ranking with Constraints via a Fast Dual Solver ↗](https://doi.org/10.1145/3394486.3403181)**Anton Zhernov, Krishnamurthy Dvijotham, Ivan Lobov et al.*3 citations*
381. **[Accelerating and Expanding End-to-End Data Science Workflows with DL/ML Interoperability Using RAPIDS ↗](https://doi.org/10.1145/3394486.3406702)**Bartley Richardson, Bradley Rees, Tom Drabas et al.*2 citations*
382. **[Build the State-of-the-Art Machine Learning Technology for the Crypto Economy ↗](https://doi.org/10.1145/3394486.3409555)**Michael M. Li, Cătălin Tiseanu, Burkay Gur*2 citations*
383. **[Building Forecasting Solutions Using Open-Source and Azure Machine Learning ↗](https://doi.org/10.1145/3394486.3406699)**Chenhui Hu, Vanja Paunić*2 citations*
384. **[CoRE Lab - An Effort to Engage College Hispanic Students in STEM ↗](https://doi.org/10.1145/3394486.3411065)**Wilson E. Lozano-Rolon*2 citations*
385. **[Data Science for the Real Estate Industry ↗](https://doi.org/10.1145/3394486.3406476)**Ron Bekkerman, Vanja Josifovski, Foster John Provost*2 citations*
386. **[From Online to Non-i.i.d. Batch Learning ↗](https://doi.org/10.1145/3394486.3403075)**Yufei Tao, Shangqi Lu*2 citations*
387. **[How to Calibrate your Neural Network Classifier ↗](https://doi.org/10.1145/3394486.3406700)**Natalia Culakova, Dan Murphy, João Gante et al.*2 citations*
388. **[Learning by Exploration ↗](https://doi.org/10.1145/3394486.3406484)**Qingyun Wu, Huazheng Wang, Hongning Wang*2 citations*
389. **[Models of Data Governance and Advancing Indigenous Genomic Data Sovereignty ↗](https://doi.org/10.1145/3394486.3411072)**Krystal S. Tsosie*2 citations*
390. **[Put Deep Learning to Work ↗](https://doi.org/10.1145/3394486.3406698)**Wenming Ye, Ruiguo Hu, Miro Enev*2 citations*
391. **[Representing Temporal Attributes for Schema Matching ↗](https://doi.org/10.1145/3394486.3403115)**Yinan Mei, Shaoxu Song, Yunsu Lee et al.*2 citations*
392. **[AI for Intelligent Financial Services: Examples and Discussion ↗](https://doi.org/10.1145/3394486.3407096)**Manuela Veloso*1 citation*
393. **[Acoustic Measures for Real-Time Voice Coaching ↗](https://doi.org/10.1145/3394486.3403326)**Ying Li, Abraham Miller, Arthur J. Liu et al.*1 citation*
394. **[Balanced Order Batching with Task-Oriented Graph Clustering ↗](https://doi.org/10.1145/3394486.3403355)**Lu Duan, Haoyuan Hu, Zili Wu et al.*1 citation*
395. **[Causal Meta-Mediation Analysis ↗](https://doi.org/10.1145/3394486.3403313)**Zenan Wang, Xuan Yin, Tianbo Li et al.*1 citation*
396. **[Directional Multivariate Ranking ↗](https://doi.org/10.1145/3394486.3403051)**Nan Wang, Hongning Wang*1 citation*
397. **[Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis ↗](https://doi.org/10.1145/3394486.3406483)**Meng Yu, Jiaxin Huang, Jiawei Han*1 citation*
398. **[Fighting a Pandemic ↗](https://doi.org/10.1145/3394486.3409586)**Tina Eliassi‐Rad, Nitesh V. Chawla, Vittoria Colizza A et al.*1 citation*
399. **[Keynote Speaker ↗](https://doi.org/10.1145/3394486.3407094)**Yolanda Gil*1 citation*
400. **[Learning with Limited Labels via Momentum Damped & Differentially Weighted Optimization ↗](https://doi.org/10.1145/3394486.3403394)**Rishabh Mehrotra, Ashish Gupta*1 citation*

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