KDD 2020: all accepted papers
- CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring ↗Jiaxin Huang, Yiqing Xie, Yu Meng et al.27 citations
- GrokNet ↗Sean Bell, Yiqun Liu, Sami Alsheikh et al.27 citations
- Unsupervised Paraphrasing via Deep Reinforcement Learning ↗A. B. Siddique, Samet Oymak, Vagelis Hristidis27 citations
- AdvMind: Inferring Adversary Intent of Black-Box Attacks ↗Ren Pang, Xinyang Zhang, Shouling Ji et al.26 citations
- Algorithmic Decision Making with Conditional Fairness ↗Renzhe Xu, Peng Cui, Kun Kuang et al.26 citations
- Deep Learning for Industrial AI ↗Chetan Gupta, Ahmed Farahat26 citations
- Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization ↗Eason Wang, Henggang Cui, Sai Yalamanchi et al.26 citations
- Learning Opinion Dynamics From Social Traces ↗Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi26 citations
- AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks ↗Jiancheng Lyu, Shuai Zhang, Yingyong Qi et al.25 citations
- Comprehensive Information Integration Modeling Framework for Video Titling ↗Shengyu Zhang, Ziqi Tan, Zhou Li Zhao et al.25 citations
- Gemini: A Novel and Universal Heterogeneous Graph Information Fusing Framework for Online Recommendations ↗Jixing Xu, Zhenlong Zhu, Jianxin Zhao et al.25 citations
- Graph Attention Networks over Edge Content-Based Channels ↗Lin Tao Lü, Hongning Wang25 citations
- Joint Policy-Value Learning for Recommendation ↗Olivier Jeunen, David Rohde, Flavian Vasile et al.25 citations
- Learning to Cluster Documents into Workspaces Using Large Scale Activity Logs ↗Weize Kong, Michael Bendersky, Marc Najork et al.25 citations
- Managing Diversity in Airbnb Search ↗Mustafa Abdool, Malay Haldar, P. Ramanathan et al.25 citations
- Truth Discovery against Strategic Sybil Attack in Crowdsourcing ↗Yue Wang, Ke Wang, Chunyan Miao25 citations
- CrowdQuake ↗Xin Huang, Jang‐Soo Lee, Youngwoo Kwon et al.24 citations
- Faster Secure Data Mining via Distributed Homomorphic Encryption ↗Junyi Li, Heng Huang24 citations
- Finding Effective Geo-social Group for Impromptu Activities with Diverse Demands ↗Lu Chen, Chengfei Liu, Rui Hong Zhou et al.24 citations
- InfiniteWalk ↗Sudhanshu Chanpuriya, Cameron Musco24 citations
- Off-policy Bandits with Deficient Support ↗Noveen Sachdeva, Yi Su, Thorsten Joachims24 citations
- Polestar ↗Hao Liu, Ying Li, Yanjie Fu et al.24 citations
- Towards Building an Intelligent Chatbot for Customer Service ↗Che Liu, Junfeng Jiang, Chao Xiong et al.24 citations
- Z-Miner: An Efficient Method for Mining Frequent Arrangements of Event Intervals ↗Zed Lee, Tony Lindgren, Panagiotis Papapetrou24 citations
- Hyperbolic Distance Matrices ↗Puoya Tabaghi, Ivan Dokmanić23 citations
- Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling ↗Jianwen Yin, Chenghao Liu, Weiqing Wang et al.23 citations
- Multi-Class Data Description for Out-of-distribution Detection ↗Dongha Lee, Sehun Yu, Hwanjo Yu23 citations
- How to Count Triangles, without Seeing the Whole Graph ↗Suman K. Bera, Comandur Seshadhri22 citations
- Molecular Inverse-Design Platform for Material Industries ↗Seiji Takeda, Toshiyuki Hama, Hsiang-Han Hsu et al.22 citations
- MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals ↗Namyong Park, Andrey Kan, Xin Luna Dong et al.22 citations
- Personalized Prefix Embedding for POI Auto-Completion in the Search Engine of Baidu Maps ↗Jizhou Huang, Haifeng Wang, Miao Fan et al.22 citations
- Rethinking Pruning for Accelerating Deep Inference At the Edge ↗Dawei Gao, Xiaoxi He, Zimu Zhou et al.22 citations
- BLOB: A Probabilistic Model for Recommendation that Combines Organic and Bandit Signals ↗Otmane Sakhi, Stephen Bonner, David Rohde et al.21 citations
- Cracking the Black Box ↗Xiangyu Sun, Jack Davis, Oliver Schulte et al.21 citations
- Mining Persistent Activity in Continually Evolving Networks ↗Caleb Belth, Xinyi Zheng, Danai Koutra21 citations
- City Metro Network Expansion with Reinforcement Learning ↗Wei Yu, Minjia Mao, Xi Zhao et al.20 citations
- Edge AI ↗Radu Mărculescu, Diana Marculescu, Umit Yusuf Ogras20 citations
- Octet ↗Yuning Mao, Tong Zhao, Andrey Kan et al.20 citations
- Personalized Image Retrieval with Sparse Graph Representation Learning ↗Xiaowei Jia, Handong Zhao, Zhe Lin et al.20 citations
- Shop The Look ↗Raymond Shiau, Hao-Yu Wu, Eric Kim et al.20 citations
- Adversarial Attacks and Defenses ↗Han Xu, Yaxin Li, Wei Jin et al.19 citations
- Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction ↗Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti et al.19 citations
- Diverse Rule Sets ↗Guangyi Zhang, Aristides Gionis19 citations
- Introduction to Computer Vision and Real Time Deep Learning-based Object Detection ↗James G. Shanahan, Liang Dai19 citations
- Large-Scale Training System for 100-Million Classification at Alibaba ↗Liuyihan Song, Pan Pan, Kang Zhao et al.19 citations
- Recurrent Halting Chain for Early Multi-label Classification ↗Thomas Hartvigsen, Cansu Şen, Xiangnan Kong et al.19 citations
- Fitbit for Chickens? ↗Alireza Abdoli, Sara Alaee, Shima Imani et al.18 citations
- Generic Outlier Detection in Multi-Armed Bandit ↗Yikun Ban, Jingrui He18 citations
- Unsupervised Differentiable Multi-aspect Network Embedding ↗Chanyoung Park, Carl Yang, Qi Zhu et al.18 citations
- Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning ↗Chao Li, Haoteng Tang, Cheng Dan Deng et al.18 citations
- Data Pricing — From Economics to Data Science ↗Jian Pei17 citations
- Dealing with Bias and Fairness in Data Science Systems ↗Pedro Saleiro, Kit T. Rodolfa, Rayid Ghani17 citations
- DeepTriage ↗Phuong Thao Pham, Vivek Jain, Lukas Dauterman et al.17 citations
- Hubble ↗Chenyi Zhuang, Ziqi Liu, Zhiqiang Zhang et al.17 citations
- TIES ↗Nima Noorshams, Saurabh Manaswita Verma, Aude Hofleitner17 citations
- A Request-level Guaranteed Delivery Advertising Planning ↗Hong Zhang, Lan Zhang, Lan Xu et al.16 citations
- Adversarial Infidelity Learning for Model Interpretation ↗Jian Liang, Bing Bai, Yuren Cao et al.16 citations
- High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder ↗Nicholas Gao, Max Wilson, Thomas Vandal et al.16 citations
- Imputing Various Incomplete Attributes via Distance Likelihood Maximization ↗Shaoxu Song, Yu Sun16 citations
- Map Generation from Large Scale Incomplete and Inaccurate Data Labels ↗Rui Zhang, Conrad M Albrecht, Wei Zhang et al.16 citations
- Recent Advances on Graph Analytics and Its Applications in Healthcare ↗Fei Wang, Peng Cui, Jian Pei et al.16 citations
- Geodemographic Influence Maximization ↗Kaichen Zhang, Jingbo Zhou, Donglai Tao et al.15 citations
- Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System ↗Yipeng Zhang, Bo Du, Lefei Zhang et al.15 citations
- RECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift ↗Lan-Zhe Guo, Zhi Zhou, Yu-Feng Li15 citations
- Attentional Multi-graph Convolutional Network for Regional Economy Prediction with Open Migration Data ↗Fengli Xu, Yong Li, Shusheng Xu14 citations
- Data Sketching for Real Time Analytics ↗Daniel Ting, Jonathan Malkin, Lee Rhodes14 citations
- Discovering Approximate Functional Dependencies using Smoothed Mutual Information ↗Frédéric Pennerath, Panagiotis Mandros, Jilles Vreeken14 citations
- Faster, Simpler, More Accurate ↗Jonas Mueller, Xingjian Shi, Alexander Johannes Smola14 citations
- Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning ↗Zhihui Li, Xiaojun Chang, Lina Yao et al.14 citations
- Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy ↗Teng Ye, Wei Ai, Lingyu Zhang et al.14 citations
- Prioritized Restreaming Algorithms for Balanced Graph Partitioning ↗Amel Awadelkarim, Johan H. Ugander14 citations
- Semantic Search in Millions of Equations ↗Lukas Pfahler, Katharina J. Morik14 citations
- Semi-Supervised Multi-Label Learning from Crowds via Deep Sequential Generative Model ↗Wanli Shi, Victor S. Sheng, Xiang Li et al.14 citations
- Time-Aware User Embeddings as a Service ↗Martin Pavlovski, Jelena Gligorijević, Ivan Stojković et al.14 citations
- Attackability Characterization of Adversarial Evasion Attack on Discrete Data ↗Yutong Wang, Yufei Han, Hongyan Bao et al.13 citations
- CICLAD: A Fast and Memory-efficient Closed Itemset Miner for Streams ↗Tomas Martin, Guy Francoeur, Petko Valtchev13 citations
- Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems ↗Zhenxin Fu, Shaobo Cui, Mingyue Shang et al.13 citations
- Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense ↗Jingyuan Wang, Yufan Wu, Mingxuan Li et al.13 citations
- Pest Management In Cotton Farms ↗Aman Dalmia, Jerome White, Ankit Chaurasia et al.13 citations
- Simulating the Impact of Hospital Capacity and Social Isolation to Minimize the Propagation of Infectious Diseases ↗Shaon Bhatta Shuvo, Bonaventure C. Molokwu, Ziad Kobti13 citations
- TranSlider: Transfer Ensemble Learning from Exploitation to Exploration ↗Kuo Zhong, Ying Wei, Chun Yuan et al.13 citations
- ALO-NMF: Accelerated Locality-Optimized Non-negative Matrix Factorization ↗Gordon Euhyun Moon, J. Austin Ellis, Aravind Sukumaran-Rajam et al.12 citations
- Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data ↗Yaqing Wang, Yifan Xu, Xian Li et al.12 citations
- CLARA ↗Viet-An Nguyen, Peibei Shi, Jagdish Ramakrishnan et al.12 citations
- Deep Learning for Anomaly Detection ↗Ruoying Wang, Kexin Nie, Yen‐Jung Chang et al.12 citations
- Identifying Homeless Youth At-Risk of Substance Use Disorder ↗Maryam Tabar, Heesoo Park, Stephanie Winkler et al.12 citations
- Lumos ↗Jamie Pool, Ebrahim Beyrami, Vishak Gopal et al.12 citations
- Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs ↗Nate Veldt, Anthony Ian Wirth, David F. Gleich12 citations
- Scaling Choice Models of Relational Social Data ↗Jan Overgoor, George Pakapol Supaniratisai, Johan H. Ugander12 citations
- Tight Sensitivity Bounds For Smaller Coresets ↗Alaa Maalouf, Adiel Statman, Dan Feldman12 citations
- Advances in Recommender Systems ↗Rishabh Mehrotra, Ben Carterette, Yong Li et al.11 citations
- Average Sensitivity of Spectral Clustering ↗Pan Peng, Yuichi Yoshida11 citations
- Bootstrapping Complete The Look at Pinterest ↗Eileen Li, Eric S. Kim, Andrew Zhai et al.11 citations
- Deep Learning for Search and Recommender Systems in Practice ↗Zhoutong Fu, Huiji Gao, Weiwei Guo et al.11 citations
- Domain Specific Knowledge Graphs as a Service to the Public ↗Ying Li, Vitalii Zakhozhyi, Daniel Zhu et al.11 citations
- Grammatically Recognizing Images with Tree Convolution ↗Guangrun Wang, Guangcong Wang, Keze Wang et al.11 citations
- Leveraging Model Inherent Variable Importance for Stable Online Feature Selection ↗Johannes Haug, Martin Pawelczyk, Klaus Broelemann et al.11 citations
- Maximizing Cumulative User Engagement in Sequential Recommendation ↗Yifei Zhao, Yuhang Zhou, Mingdong Ou et al.11 citations
- MinSearch: An Efficient Algorithm for Similarity Search under Edit Distance ↗Haoyu Zhang, Qin Zhang11 citations
- Re-identification Attack to Privacy-Preserving Data Analysis with Noisy Sample-Mean ↗Du Su, Hieu Tri Huynh, Ziao Chen et al.11 citations
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