IEEE ICDM Best Paper Awards

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IEEE ICDM 2021 Best Paper Awards:
- Best Paper Award
A Statistically-Guided Deep Network Transformation and Moderation Framework for Data
with Spatial Heterogeneity
by Yiqun Xie, Erhu He, Xiaowei Jia, Han Bao, Xun Zhou, Rahul Ghosh, and Praveen
Ravirathinam
- Best Paper Award Runner-Up
RIO:Task-agnostic dataset representation optimized for automatic algorithm selection
by Noy Cohen-Shapira and Lior Rok
- Best Student Paper Award
FRAUDRE: Fraud Detection Dual-Resistant to Graph Inconsistency and Imbalance
by Ge Zhang, Jia Wu, Jian Yang, Amin Beheshti, Shan Xue, Chuan Zhou, and Michael Sheng
- Best Student Paper Runner-Up
- AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich
Networks
by Zhizhi Yu, Di Jin, Ziyang Liu, Dongxiao He, Xiao Wang, Hanghang Tong, and Jiawei Han
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IEEE ICDM 2020 Best Paper Awards:
- Best Paper Award
Co-Embedding Network Nodes and Hierarchical Labels with Taxonomy Based Generative Adversarial Networks,
by
Carl Yang, Jieyu Zhang, and Jiawei Han
- Best Student Paper Award
OWGL: Open-World Graph Learning,
by
Man Wu, Shirui Pan, and Xingquan Zhu
- Best Student Paper Runner-Up
- Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning,
- by
Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zhang, and Yangyong Zhu
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IEEE ICDM 2019 Best Paper Awards:
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Best Paper Award
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution,
by
Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, and Sai Manoj Pudukotai Dinakarrao
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Best Student Paper Award
Distribution of Node Embeddings as Multiresolution Features for Graphs,
by
Mark Heimann, Tara Safavi, and Danai Koutra
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IEEE ICDM 2018 Best Paper Awards:
- Best Paper Award
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms
by
Panagiotis Mandros, Mario Boley, and Jilles Vreeken
- Best Student Paper Award
Fast Single-Class Classification and the Principle of Logit Separation
by
Gil Keren, Sivan Sabato, and Bjorn Schuller
- Best Student Paper Award Runner-Up
ProSecCo: Progressive Sequence Mining with Convergence Guarantees
by
Sacha Servan-Schreiber, Matteo Riondato, and Emanuel Zgraggen
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IEEE ICDM 2017 Best Paper Awards:
- Best Paper Award
TensorCast: Forecasting with Context using Coupled Tensors
by
Miguel Ramos de Araujo, Pedro Manuel Pinto Ribeiro, and Christos Faloutsos
- Best Student Paper Award
Time Series Chains: A New Primitive for Time Series Data Mining
by Yan Zhu, Makoto Imamura, Daniel Nikovski, and Eamonn Keogh
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IEEE ICDM 2016 Best Paper Awards:
- Best Paper Award
KNN Classifier with Self Adjusting Memory for Heterogeneous Concept Drift
by
Viktor Losing, Barbara Hammer, and Heiko Wersing
- Best Paper Award Runner-Up
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study
by Wei Zhang, Suyog Gupta, and Fei Wang
- Best Student Paper Award
Boosted L-EnsNMF: Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization
by Sangho Suh, Jaegul Choo, Joonseok Lee, and Chandan Reddy
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IEEE ICDM 2015 Best Paper Awards:
- Best Paper Award
Diamond Sampling for Approximate Maximum All-pairs Dot-product (MAD)
Search
by Grey Ballard, Seshadhri Comandur, Tamara Kolda, and Ali Pinar
- Best Student Paper Award
From Micro to Macro: Uncovering and Predicting Information Cascading Process
with Behavioral Dynamics
by Linyun Yu, Peng Cui, Fei Wang, Chaoming Song, and Shiqiang Yang
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IEEE ICDM 2014 Best Paper Awards:
- Best Paper Award
Ternary Matrix Factorization,
by Sam Maurus and Claudia Plant
- Best Student Paper Award
Factorized Similarity Learning in Networks,
by Shiyu Chang, Guo-Jun Qi, Charu Aggarwal, Jiayu Zhou, Meng Wang, and Thomas Huang
- IEEE ICDM 2013 Best Paper Awards:
- Best Paper Award
Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, and Guang-Zhong Sun,
Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach
- Best Paper Award Runner-Up
Ahmed Farahat, Ahmed Elgohary, Ali Ghodsi, and Mohamed Kamel,
Distributed Column Subset Selection on MapReduce
- Best Student Paper Award
Tianyi Zhou, Wei Bian, and Dacheng Tao,
Divide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix
- IEEE ICDM 2012 Best Paper Awards:
- Best Paper Award
Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems
Hsiang-Fu Yu, Cho-Jui Hsieh, Si Si, and Inderjit Dhillon
- Best Paper Runner-Up Award
Active Evaluation of Classifiers on Large Datasets
by Namit Katariya, Arun Iyer, and Sunita Sarawagi
- Best Student Paper Award
Sparse Group Selection on Fused Lasso Components for Identifying Group-specific DNA Copy Number Variations
by Ze Tian, Huanan Zhang, and Rui Kuang
- IEEE ICDM 2011 Best Paper Awards:
- Best Research Paper Award
Personalized Travel Package Recommendation
by Qi Liu, Yong Ge, Zhongmou Li, EnHong Chen, and Hui Xiong
- Best Student Paper Award
Structured Feature Selection and Task Relationship Inference for Multi-Task Learning
by Hongliang Fei and Jun Huan
- IEEE ICDM 2010 Best Paper Awards:
- Best Research Paper Award:
Timothy de Vries, Sanjay Chawla, and Michael Houle,
Finding Local Anomalies in Very High Dimensional Space
- Runner-up for Best Research Paper Award:
Dijun Luo, Chris Ding, and Heng huang,
Towards Structural Sparsity: An Explicit l2/l0 Approach
- Best Application Paper Award:
Jaewon Yang and Jure Leskovec,
Modeling Information Diffusion in Social Media
- Honorable Mention:
Chang-Dong Wang, Jian-Huang Lai, and Jun-Yong Zhu,
A Conscience On-line Learning Approach for Kernel-Based Clustering
- Honorable Mention:
Fei Wang, Ping Li, and Christian Konig,
Learning a Bi-Stochastic Data Similarity Matrix
- IEEE ICDM 2009 Best Paper Awards:
- Best Paper Awards:
- Best Theoretical/Algorithms Paper Award: Deepak
Agarwal, Bee-Chung Chen, and Pradheep Elango, Explore/Exploit Schemes
for Web Content Optimization
- Best Application Paper Award: Nikos Pelekis,
Ioannis Kopanakis, Evangelos Kotsifakos, Elias Frentzos, and Yannis
Theodoridis, Clustering Trajectories of Moving Objects in an Uncertain
World
- Best Student Paper Awards: Michael Hay, Chao Li,
Gerome Miklau, and David Jensen, Accurate Estimation of the Degree
Distribution of Private Networks
- Best Paper Runner-Up Awards:
- Theoretical/Algorithms Category: Jennifer
Neville, Brian Gallagher, and Tina Eliassi-Rad, Evaluating Statistical
Tests for Within-Network Classifiers of Relational Data
- Applications Category: U Kang, Charalampos
Tsourakakis, and Christos Faloutsos, PEGASUS: A Peta-Scale Graph
Mining System - Implementation and Observations
- Student Paper:
Zeyuan Allen Zhu, Weizhu Chen, Chenguang Zhu, Gang Wang, Haixun Wang, and Zheng Chen,
Inverse Time Dependency in Convex Regularized
Learning
- IEEE ICDM 2008 Best Paper Awards:
- Best Theoretical/Algorithms Paper Award:
“Scalable Tensor Decomposition for Multi-Aspect Data Mining”,
by Tamara Kolda and Jimeng Sun
- Best Application Paper Award: “Interpreting
PET Scans by Structured Patient Data: A Data
Mining Case Study in Dementia Research”, by Andreas Hapfelmeier,
Jana Schmidt, Marianne Mueller, Robert Perneczky, Alexander Drzezga,
Alexander Kurz, and Stefan Kramer
- Best Student Paper Awards: “A Randomized Approach
for Approximating the Number of Frequent Sets”,
by Mario Boley and Henrik Grosskreutz
- Best Paper Runner-Up Awards:
- Theoretical/Algorithms Category: “Isolation Forest”,
by Fei Tony Liu, Kai Ming Ting, and Zhi-Hua Zhou
- Applications Category: “Web Mining for
Understanding Stories through Graph Visualization”, by Ilija
Subasic and Bettina Berendt
- IEEE ICDM '07 Best Paper Awards:
- Theoretical/Algorithms Category:
Disk Aware Discord Discovery: Finding Unusual Time Series in Terabyte Sized
Datasets,
by Dragomir Yankov, Eamonn Keogh, and Umaa Rebbapragada
- Applications Category:
Rule Cubes for Causal Investigations,
by Axel Blumenstock, Franz Schweiggert, and Markus Mueller
- Best Paper Runner-Up Awards:
- Theoretical/Algorithms Category:
GMDA: General Averaged Divergence Analysis,
by Dacheng Tao, Xuelong Li, Xindong Wu, and Stephen Maybank
- Applications Category:
Improving Text Classification by Using Encyclopedia Knowledge,
by Pu Wang, Jian Hu, Hua-Jun Zeng, Lijun Chen, and Zheng Chen
- IEEE ICDM 2006 Best Paper Awards:
- Best Research Paper:
Fast Random Walk with Restart and Its Applications
by Hanghang Tong, Christos Faloutsos, and Jia-Yu Pan
- Best Application Paper:
Forecasting Skewed Biased Stochastic Ozone Days:
Analyses and Solutions
by Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, and Xiangshang Li
- IEEE ICDM 2005 Best Paper Award: Mining Minimal Distinguishing
Subsequence Patterns with Gap Constraints
by Xiaonan Ji, James Bailey, and Guozhu Dong
- IEEE ICDM 2004 Best Paper Award:
Non-Redundant Data Clustering
by David Gondek and Thomas Hofmann
- IEEE ICDM 2003 Best Paper Award:
On the Privacy Preserving Properties of Random Data Perturbation
Techniques
by Hillol Kargupta, Souptik Datta, Qi Wang, and Krishnamoorthy Sivakumar
- IEEE ICDM 2002 Best Paper Awards:
- Best Paper Award:
Convex Hull Ensemble Machine
by Yongdai Kim
- Best Application Paper Award:
Efficient Discovery of Common Substructures in Macromolecules
by Srinivasan Parthasarathy and Matt Coatney
- IEEE ICDM 2001 Best Paper Awards:
- Best Paper Award:
A Tight Upper Bound on the Number of Candidate Patterns
by
Floris Geerts, Bart Goethals, and Jan Van den Bussche
- Best Application Paper Award:
Discovering Similar Patterns for Characterizing Time Series in a Medical
Domain
by
Fernando Alonso, Juan P. Caraca-Valente, Loic Martinez, and Cesar Montes