---
title: "KDD 2019 — all accepted papers, page 3 — the most cited first"
description: "All 374 papers of KDD 2019 · page 3 of 4, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/3/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/3/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [KDD](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/) / [2019](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/) / [papers](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/) / page 3

# KDD 2019: all accepted papers

374 papers · page 3 of 4 · the most cited first · [← KDD 2019](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/)

[← prev](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/2/) [1](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/) [2](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/2/) **3** [4](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/4/) [next →](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/4/)

201. **[Relation Extraction via Domain-aware Transfer Learning ↗](https://doi.org/10.1145/3292500.3330890)**Shimin Di, Yanyan Shen, Lei Chen*27 citations*
202. **[A User-Centered Concept Mining System for Query and Document Understanding at Tencent ↗](https://doi.org/10.1145/3292500.3330727)**Bang Liu, Weidong Guo, Di Niu et al.*26 citations*
203. **[Deep Natural Language Processing for Search and Recommender Systems ↗](https://doi.org/10.1145/3292500.3332290)**Weiwei Guo, Huiji Gao, Jun Shi et al.*26 citations*
204. **[Disambiguation Enabled Linear Discriminant Analysis for Partial Label Dimensionality Reduction ↗](https://doi.org/10.1145/3292500.3330901)**Jinghan Wu, Min-Ling Zhang*26 citations*
205. **[AtSNE ↗](https://doi.org/10.1145/3292500.3330834)**Cong Fu, Yonghui Zhang, Deng Cai et al.*25 citations*
206. **[Improving the Quality of Explanations with Local Embedding Perturbations ↗](https://doi.org/10.1145/3292500.3330930)**Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao et al.*25 citations*
207. **[Tensorized Determinantal Point Processes for Recommendation ↗](https://doi.org/10.1145/3292500.3330952)**Romain Warlop, Jérémie Mary, Mike Gartrell*25 citations*
208. **[Adversarially Robust Submodular Maximization under Knapsack Constraints ↗](https://doi.org/10.1145/3292500.3330911)**Dmitrii Avdiukhin, Slobodan Mitrović, Grigory Yaroslavtsev et al.*24 citations*
209. **[Blending Noisy Social Media Signals with Traditional Movement Variables to Predict Forced Migration ↗](https://doi.org/10.1145/3292500.3330774)**Lisa Singh, Laila Wahedi, Yanchen Wang et al.*24 citations*
210. **[Factorization Bandits for Online Influence Maximization ↗](https://doi.org/10.1145/3292500.3330874)**Qingyun Wu, Zhige Li, Huazheng Wang et al.*24 citations*
211. **[Hierarchical Multi-Task Word Embedding Learning for Synonym Prediction ↗](https://doi.org/10.1145/3292500.3330914)**Hongliang Fei, Shulong Tan, Ping Li*24 citations*
212. **[Isolation Set-Kernel and Its Application to Multi-Instance Learning ↗](https://doi.org/10.1145/3292500.3330830)**Bi-Cun Xu, Kai Ming Ting, Zhi‐Hua Zhou*24 citations*
213. **[Scalable Global Alignment Graph Kernel Using Random Features ↗](https://doi.org/10.1145/3292500.3330918)**Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang et al.*24 citations*
214. **[Unsupervised Clinical Language Translation ↗](https://doi.org/10.1145/3292500.3330710)**Wei‐Hung Weng, Yu-An Chung, Peter Szolovits B*23 citations*
215. **[AiAds ↗](https://doi.org/10.1145/3292500.3330782)**Xiao Yang, Daren Sun, Ruiwei Zhu et al.*22 citations*
216. **[Finding Users Who Act Alike ↗](https://doi.org/10.1145/3292500.3330714)**Stephanie deWet, Jiafan Ou*22 citations*
217. **[Hypothesis Testing and Statistically-sound Pattern Mining ↗](https://doi.org/10.1145/3292500.3332286)**Leonardo Pellegrina, Matteo Riondato, Fabio Vandin*22 citations*
218. **[Social Skill Validation at LinkedIn ↗](https://doi.org/10.1145/3292500.3330752)**Yan Xiao, Jaewon Yang, Mikhail Obukhov et al.*21 citations*
219. **[Dynamic Modeling and Forecasting of Time-evolving Data Streams ↗](https://doi.org/10.1145/3292500.3330947)**Yasuko Matsubara, Yasushi Sakurai*20 citations*
220. **[Hard to Park? ↗](https://doi.org/10.1145/3292500.3330767)**Neha Arora, James E. Cook, Ravi Kumar et al.*20 citations*
221. **[Latent Network Summarization ↗](https://doi.org/10.1145/3292500.3330992)**Di Jin, Ryan A. Rossi, Eunyee Koh et al.*20 citations*
222. **[MediaRank ↗](https://doi.org/10.1145/3292500.3330709)**Junting Ye, Steven Skiena*20 citations*
223. **[Quantifying Long Range Dependence in Language and User Behavior to improve RNNs ↗](https://doi.org/10.1145/3292500.3330944)**Francois Belletti, Minmin Chen, Ed H.*20 citations*
224. **[Retaining Privileged Information for Multi-Task Learning ↗](https://doi.org/10.1145/3292500.3330907)**Fengyi Tang, Cao Xiao, Fei Wang et al.*20 citations*
225. **[Riker ↗](https://doi.org/10.1145/3292500.3330985)**Jie Wen Zhao, Ziyu Guan, Huan Sun*20 citations*
226. **[Shrinkage Estimators in Online Experiments ↗](https://doi.org/10.1145/3292500.3330771)**Drew Dimmery, Eytan Bakshy, Jasjeet Sekhon*20 citations*
227. **[Enabling Onboard Detection of Events of Scientific Interest for the Europa Clipper Spacecraft ↗](https://doi.org/10.1145/3292500.3330656)**Kiri L. Wagstaff, Gary B. Doran, Ashley Gerard Davies et al.*19 citations*
228. **[The Secret Lives of Names? ↗](https://doi.org/10.1145/3292500.3330751)**Junting Ye, Steven Skiena*19 citations*
229. **[Deep Reinforcement Learning with Applications in Transportation ↗](https://doi.org/10.1145/3292500.3332299)**Zhiwei Tony Qin, Jian Tang, Jieping Ye*18 citations*
230. **[MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data ↗](https://doi.org/10.1145/3292500.3330696)**Yina Tang, Fedor Borisyuk, Siddarth Malreddy et al.*18 citations*
231. **[Mining Algorithm Roadmap in Scientific Publications ↗](https://doi.org/10.1145/3292500.3330913)**Hanwen Zha, Wenhu Chen, Keqian Li et al.*18 citations*
232. **[Sample Adaptive Multiple Kernel Learning for Failure Prediction of Railway Points ↗](https://doi.org/10.1145/3292500.3330731)**Zhibin Li, Jian Zhang, Qiang Wu et al.*18 citations*
233. **[Scaling Multi-Armed Bandit Algorithms ↗](https://doi.org/10.1145/3292500.3330862)**Edouard Fouché, Junpei Komiyama, Klemens Böhm*18 citations*
234. **[Smart Roles ↗](https://doi.org/10.1145/3292500.3330735)**Di Jin, Mark Heimann, Tara Safavi et al.*18 citations*
235. **[MinJoin ↗](https://doi.org/10.1145/3292500.3330853)**Haoyu Zhang, Qin Zhang*17 citations*
236. **[Online Amnestic DTW to allow Real-Time Golden Batch Monitoring ↗](https://doi.org/10.1145/3292500.3330650)**Chin‐Chia Michael Yeh, Yan Zhu, Hoang Anh Dau et al.*17 citations*
237. **[Scalable Hierarchical Clustering with Tree Grafting ↗](https://doi.org/10.1145/3292500.3330929)**Nicholas Monath, Ari Kobren, Akshay Krishnamurthy et al.*17 citations*
238. **[Characterizing and Detecting Malicious Accounts in Privacy-Centric Mobile Social Networks ↗](https://doi.org/10.1145/3292500.3330702)**Zenghua Xia, Chang Liu, Neil Zhenqiang Gong et al.*16 citations*
239. **[Infer Implicit Contexts in Real-time Online-to-Offline Recommendation ↗](https://doi.org/10.1145/3292500.3330716)**Xichen Ding, Jie Tang, Tracy Liu et al.*16 citations*
240. **[Log2Intent ↗](https://doi.org/10.1145/3292500.3330889)**Zhiqiang Tao, Sheng Li, Zhaowen Wang et al.*16 citations*
241. **[Network Density of States ↗](https://doi.org/10.1145/3292500.3330891)**Kun Dong, Austin R. Benson, David Bindel*16 citations*
242. **[Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior ↗](https://doi.org/10.1145/3292500.3330697)**Takahiro Yabe, Kota Tsubouchi, Toru Shimizu et al.*16 citations*
243. **[Training and Meta-Training Binary Neural Networks with Quantum Computing ↗](https://doi.org/10.1145/3292500.3330953)**Abdulah Fawaz, Paul Klein, Sebastien Piat et al.*16 citations*
244. **[Whole Page Optimization with Global Constraints ↗](https://doi.org/10.1145/3292500.3330675)**Weicong Ding, Dinesh Govindaraj, S. V. N. Vishwanathan*16 citations*
245. **[A Deep Generative Approach to Search Extrapolation and Recommendation ↗](https://doi.org/10.1145/3292500.3330786)**Fred X. Han, Di Niu, Haolan Chen et al.*15 citations*
246. **[Estimating Graphlet Statistics via Lifting ↗](https://doi.org/10.1145/3292500.3330995)**Kirill Paramonov, Dmitry Shemetov, James Sharpnack*15 citations*
247. **[Recurrent Neural Networks for Stochastic Control in Real-Time Bidding ↗](https://doi.org/10.1145/3292500.3330749)**Nicolas Grislain, Nicolas Perrin, Antoine Thabault*15 citations*
248. **[Seasonal-adjustment Based Feature Selection Method for Predicting Epidemic with Large-scale Search Engine Logs ↗](https://doi.org/10.1145/3292500.3330766)**Thien Q. Tran, Jun Sakuma*15 citations*
249. **[State-Sharing Sparse Hidden Markov Models for Personalized Sequences ↗](https://doi.org/10.1145/3292500.3330828)**Hongzhi Shi, Chao Zhang, Quanming Yao et al.*15 citations*
250. **[Towards Robust and Discriminative Sequential Data Learning ↗](https://doi.org/10.1145/3292500.3330957)**Xiaowei Jia, Sheng Li, Handong Zhao et al.*15 citations*
251. **[A Severity Score for Retinopathy of Prematurity ↗](https://doi.org/10.1145/3292500.3330713)**Peng Tian, Yuan Guo, Jayashree Kalpathy–Cramer et al.*14 citations*
252. **[Coresets for Minimum Enclosing Balls over Sliding Windows ↗](https://doi.org/10.1145/3292500.3330826)**Yanhao Wang, Yuchen Li, Kian‐Lee Tan*14 citations*
253. **[Learning Sleep Quality from Daily Logs ↗](https://doi.org/10.1145/3292500.3330792)**Sungkyu Park, Cheng–Te Li, Sungwon Han et al.*14 citations*
254. **[Modeling and Applications for Temporal Point Processes ↗](https://doi.org/10.1145/3292500.3332298)**Junchi Yan, Hongteng Xu, Liangda Li*14 citations*
255. **[Spatio-temporal Event Forecasting and Precursor Identification ↗](https://doi.org/10.1145/3292500.3332291)**Yue Ning, Liang Zhao, Feng Chen et al.*14 citations*
256. **[A Permutation Approach to Assess Confounding in Machine Learning Applications for Digital Health ↗](https://doi.org/10.1145/3292500.3330903)**Elias Chaibub Neto, Abhishek Pratap, Thanneer Malai Perumal et al.*13 citations*
257. **[Hidden Markov Contour Tree ↗](https://doi.org/10.1145/3292500.3330878)**Zhe Jiang, Arpan Man Sainju*13 citations*
258. **[Identifiability of Cause and Effect using Regularized Regression ↗](https://doi.org/10.1145/3292500.3330854)**Alexander Marx, Jilles Vreeken*13 citations*
259. **[Learning Class-Conditional GANs with Active Sampling ↗](https://doi.org/10.1145/3292500.3330883)**Ming-Kun Xie, Sheng-Jun Huang*13 citations*
260. **[Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement ↗](https://doi.org/10.1145/3292500.3330695)**Ming Lin, Xiaomin Song, Qi Qian et al.*13 citations*
261. **[Fast Approximation of Empirical Entropy via Subsampling ↗](https://doi.org/10.1145/3292500.3330938)**Chi Wang, Bailu Ding*12 citations*
262. **[Glaucoma Progression Prediction Using Retinal Thickness via Latent Space Linear Regression ↗](https://doi.org/10.1145/3292500.3330757)**Yuhui Zheng, Linchuan Xu, Taichi Kiwaki et al.*12 citations*
263. **[Modeling Dwell Time Engagement on Visual Multimedia ↗](https://doi.org/10.1145/3292500.3330973)**Hemank Lamba, Neil Shah*12 citations*
264. **[Pairwise Comparisons with Flexible Time-Dynamics ↗](https://doi.org/10.1145/3292500.3330831)**Lucas Maystre, Victor Kristof, Matthias Grossglauser*12 citations*
265. **[TUBE ↗](https://doi.org/10.1145/3292500.3330867)**Daheng Wang, Tianwen Jiang, Nitesh V. Chawla et al.*12 citations*
266. **[Do Simpler Models Exist and How Can We Find Them? ↗](https://doi.org/10.1145/3292500.3330823)**Cynthia D Rudin*11 citations*
267. **[Focused Context Balancing for Robust Offline Policy Evaluation ↗](https://doi.org/10.1145/3292500.3330852)**Hao Zou, Kun Kuang, Boqi Chen et al.*11 citations*
268. **[Optimizing Peer Learning in Online Groups with Affinities ↗](https://doi.org/10.1145/3292500.3330945)**Mohammadreza Esfandiari, Dong Wei, Sihem Amer-Yahia et al.*11 citations*
269. **[Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching ↗](https://doi.org/10.1145/3292500.3330791)**Mathias Kraus, Stefan Feuerriegel*11 citations*
270. **[Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being ↗](https://doi.org/10.1145/3292500.3330738)**Ehimwenma Nosakhare, Rosalind W. Picard*11 citations*
271. **[SurfCon ↗](https://doi.org/10.1145/3292500.3330894)**Zhen Wang, Xiang Yue, Soheil Moosavinasab et al.*11 citations*
272. **[The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis ↗](https://doi.org/10.1145/3292500.3330769)**Xuan Yin, Liangjie Hong*11 citations*
273. **[Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena ↗](https://doi.org/10.1145/3292500.3330736)**Yunfei Lu, Linyun Yu, Peng Cui et al.*11 citations*
274. **[Adaptive Influence Maximization ↗](https://doi.org/10.1145/3292500.3332285)**Bogdan Cautis, Silviu Maniu, Nikolaos Tziortziotis*10 citations*
275. **[Coupled Variational Recurrent Collaborative Filtering ↗](https://doi.org/10.1145/3292500.3330940)**Qingquan Song, Shiyu Chang, Xia Hu*10 citations*
276. **[Learning Network-to-Network Model for Content-rich Network Embedding ↗](https://doi.org/10.1145/3292500.3330924)**Zhicheng He, Jie Liu, Na Li et al.*10 citations*
277. **[Randomized Experimental Design via Geographic Clustering ↗](https://doi.org/10.1145/3292500.3330778)**David Rolnick, Kevin Aydin, Jean Pouget-Abadie et al.*10 citations*
278. **[A Robust Framework for Accelerated Outcome-driven Risk Factor Identification from EHR ↗](https://doi.org/10.1145/3292500.3330718)**Prithwish Chakraborty, Faisal Farooq*9 citations*
279. **[Deep Bayesian Mining, Learning and Understanding ↗](https://doi.org/10.1145/3292500.3332267)**Jen‐Tzung Chien*9 citations*
280. **[Large-scale User Visits Understanding and Forecasting with Deep Spatial-Temporal Tensor Factorization Framework ↗](https://doi.org/10.1145/3292500.3330728)**Xiaoyang Ma, Lan Zhang, Lan Xu et al.*9 citations*
281. **[Learning Interpretable Metric between Graphs ↗](https://doi.org/10.1145/3292500.3330845)**Tomoki Yoshida, Ichiro Takeuchi, Masayuki Karasuyama*9 citations*
282. **[OCC: A Smart Reply System for Efficient In-App Communications ↗](https://doi.org/10.1145/3292500.3330694)**Yue Weng, Huaixiu Zheng, Franziska Bell et al.*9 citations*
283. **[PinText: A Multitask Text Embedding System in Pinterest ↗](https://doi.org/10.1145/3292500.3330671)**Jinfeng Zhuang, Yu Liu*9 citations*
284. **[Significance of Patterns in Data Visualisations ↗](https://doi.org/10.1145/3292500.3330994)**Rafael Savvides, Andreas Henelius, Emilia Oikarinen et al.*9 citations*
285. **[Social User Interest Mining ↗](https://doi.org/10.1145/3292500.3332279)**Fattane Zarrinkalam, Hossein Fani, Ebrahim Bagheri A*9 citations*
286. **[Towards ML Engineering with TensorFlow Extended (TFX) ↗](https://doi.org/10.1145/3292500.3340408)**Konstantinos Katsiapis, Kevin Haas*9 citations*
287. **[TrajGuard ↗](https://doi.org/10.1145/3292500.3330685)**Zheyi Pan, Jie Bao, Weinan Zhang et al.*9 citations*
288. **[Constructing High Precision Knowledge Bases with Subjective and Factual Attributes ↗](https://doi.org/10.1145/3292500.3330720)**Ari Kobren, Pablo Barrio, Oksana Yakhnenko et al.*8 citations*
289. **[Contextual Fact Ranking and Its Applications in Table Synthesis and Compression ↗](https://doi.org/10.1145/3292500.3330980)**Silu Huang, Jialu Liu, Flip R. Korn et al.*8 citations*
290. **[Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives ↗](https://doi.org/10.1145/3292500.3330789)**Shunsuke Kitada, Hitoshi Iyatomi, Yoshifumi Seki*8 citations*
291. **[ET-Lasso ↗](https://doi.org/10.1145/3292500.3330910)**Songshan Yang, Jiawei Wen, Xiang Zhan et al.*8 citations*
292. **[Fates of Microscopic Social Ecosystems ↗](https://doi.org/10.1145/3292500.3330827)**Haoyang Li, Peng Cui, Chengxi Zang et al.*8 citations*
293. **[Naranjo Question Answering using End-to-End Multi-task Learning Model ↗](https://doi.org/10.1145/3292500.3330770)**Bhanu Pratap Singh Rawat, Fei Li, Hong Qing Yu*8 citations*
294. **[Real-time On-Device Troubleshooting Recommendation for Smartphones ↗](https://doi.org/10.1145/3292500.3330669)**Keiichi Ochiai, Kohei Senkawa, Naoki Yamamoto et al.*8 citations*
295. **[Scaling Multinomial Logistic Regression via Hybrid Parallelism ↗](https://doi.org/10.1145/3292500.3330837)**Parameswaran Raman, Sriram Srinivasan, Shin Matsushima et al.*8 citations*
296. **[Testing Dynamic Incentive Compatibility in Display Ad Auctions ↗](https://doi.org/10.1145/3292500.3330943)**Yuan Qing Deng, Sebastien M. Lahaie*8 citations*
297. **[The Error is the Feature ↗](https://doi.org/10.1145/3292500.3330682)**Christian Schön, Jens Dittrich, Richard W. Müller*8 citations*
298. **[Understanding the Role of Style in E-commerce Shopping ↗](https://doi.org/10.1145/3292500.3330760)**Hao Jiang, Aakash Sabharwal, Adam Henderson et al.*8 citations*
299. **[Dual Averaging Method for Online Graph-structured Sparsity ↗](https://doi.org/10.1145/3292500.3330915)**Baojian Zhou, Feng Chen, Yiming Ying*7 citations*
300. **[Dynamical Origins of Distribution Functions ↗](https://doi.org/10.1145/3292500.3330842)**Chengxi Zang, Peng Cui, Wenwu Zhu et al.*7 citations*

[← prev](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/2/) [1](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/) [2](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/2/) **3** [4](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/4/) [next →](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/papers/page/4/)

- [← back to](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-international-conference-on-knowledge-discovery-data-mining-kdd/2019/) — KDD 2019