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ICDM
2001
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2022
2001
2022
Keyphrases
Publications
2022
Yuanying Cai
,
Chuheng Zhang
,
Li Zhao
,
Wei Shen
,
Xuyun Zhang
,
Lei Song
,
Jiang Bian
,
Tao Qin
,
Tieyan Liu
TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets.
ICDM
(2022)
Yue Liu
,
Yun Li
Robustness May be at Odds with Stability in Adversarial Training based Feature Selection?
ICDM
(2022)
Chowdhury Mohammad Rakin Haider
,
Chris Clifton
,
Yan Zhou
Unfair AI: It Isn't Just Biased Data.
ICDM
(2022)
Masahiro Kiji
,
D. M. Hasibul Hasan
,
Alberto M. Segre
,
Sriram V. Pemmaraju
,
Bijaya Adhikari
Near-Optimal Spectral Disease Mitigation in Healthcare Facilities.
ICDM
(2022)
Xiao Han
,
Depeng Xu
,
Shuhan Yuan
,
Xintao Wu
Few-shot Anomaly Detection and Classification Through Reinforced Data Selection.
ICDM
(2022)
Kangzheng Liu
,
Feng Zhao
,
Guandong Xu
,
Xianzhi Wang
,
Hai Jin
Temporal Knowledge Graph Reasoning via Time-Distributed Representation Learning.
ICDM
(2022)
Xu Chen
Robust Structure-aware Semi-supervised Learning.
ICDM
(2022)
Ke Xu
,
Ziliang Wang
,
Wei Zheng
,
Yuhao Ma
,
Chenglin Wang
,
Nengxue Jiang
,
Cai Cao
A Centralized-Distributed Transfer Model for Cross-Domain Recommendation Based on Multi-Source Heterogeneous Transfer Learning.
ICDM
(2022)
Zhenning Yu
,
Xin Liu
,
Yiu-Ming Cheung
,
Minghang Zhu
,
Xing Xu
,
Nannan Wang
,
Taihao Li
Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching.
ICDM
(2022)
Pengxiang Shi
,
Xuan Dang
,
Wenwen Ye
,
Zhipeng Li
,
Zheng Qin
MRM2: Multi-Relationship Modeling Module for Multivariate Time Series Classification.
ICDM
(2022)
Ricky Laishram
,
Sucheta Soundarajan
On Finding and Analyzing the Backbone of the k-Core Structure of a Graph.
ICDM
(2022)
Fanzhen Liu
,
Xiaoxiao Ma
,
Jia Wu
,
Jian Yang
,
Shan Xue
,
Amin Beheshti
,
Chuan Zhou
,
Hao Peng
,
Quan Z. Sheng
,
Charu C. Aggarwal
DAGAD: Data Augmentation for Graph Anomaly Detection.
ICDM
(2022)
Shivam Agarwal
,
Ramit Sawhney
,
Megh Thakkar
,
Preslav Nakov
,
Jiawei Han
,
Tyler Derr
THINK: Temporal Hypergraph Hyperbolic Network.
ICDM
(2022)
Zuowu Zheng
,
Xiaofeng Gao
,
Junwei Pan
,
Qi Luo
,
Guihai Chen
,
Dapeng Liu
,
Jie Jiang
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling.
ICDM
(2022)
Xinyi Wu
,
Arnab Sarker
,
Ali Jadbabaie
Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians.
ICDM
(2022)
Yuting Feng
,
Bogdan Cautis
IGNiteR: News Recommendation in Microblogging Applications.
ICDM
(2022)
Tianshi Che
,
Zijie Zhang
,
Yang Zhou
,
Xin Zhao
,
Ji Liu
,
Zhe Jiang
,
Da Yan
,
Ruoming Jin
,
Dejing Dou
Federated Fingerprint Learning with Heterogeneous Architectures.
ICDM
(2022)
Dingwen Li
,
Bing Xue
,
Christopher R. King
,
Bradley A. Fritz
,
Michael Avidan
,
Joanna Abraham
,
Chenyang Lu
Self-explaining Hierarchical Model for Intraoperative Time Series.
ICDM
(2022)
Yang Zhang
,
Gengmo Zhou
,
Zhewei Wei
,
Hongteng Xu
Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling.
ICDM
(2022)
Zhiding Liu
,
Mingyue Cheng
,
Zhi Li
,
Qi Liu
,
Enhong Chen
One Person, One Model - Learning Compound Router for Sequential Recommendation.
ICDM
(2022)
Ka Ho Chow
,
Ling Liu
Boosting Object Detection Ensembles with Error Diversity.
ICDM
(2022)
Mengyuan Zhang
,
Kai Liu
Rethinking Symmetric Matrix Factorization: A More General and Better Clustering Perspective.
ICDM
(2022)
Ryan Wickman
,
Xiaofei Zhang
,
Weizi Li
A Generic Graph Sparsification Framework using Deep Reinforcement Learning.
ICDM
(2022)
Qingyan Zhu
,
Yize Chen
,
Hao Wang
,
Zhenyu Zeng
,
Hao Liu
A Knowledge-Enhanced Framework for Imitative Transportation Trajectory Generation.
ICDM
(2022)
Shaogang Ren
,
Dingcheng Li
,
Ping Li
Causal Effect Prediction with Flow-based Inference.
ICDM
(2022)
Yuecen Wei
,
Xingcheng Fu
,
Qingyun Sun
,
Hao Peng
,
Jia Wu
,
Jinyan Wang
,
Xianxian Li
Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation.
ICDM
(2022)
Longfeng Wu
,
Yao Zhou
,
Dawei Zhou
Towards High-Order Complementary Recommendation via Logical Reasoning Network.
ICDM
(2022)
Nicholas O. Malott
,
Robert R. Lewis
,
Philip A. Wilsey
Homology-Separating Triangulated Euler Characteristic Curve.
ICDM
(2022)
Yingxue Zhang
,
Yanhua Li
,
Xun Zhou
,
Jun Luo
Mest-GAN: Cross-City Urban Traffic Estimation with Me ta S patial-T emporal G enerative A dversarial N etworks.
ICDM
(2022)
Christopher Molloy
,
Jeremy Banks
,
Steven H. H. Ding
,
Philippe Charland
,
Andrew Walenstein
,
Litao Li
Adversarial Variational Modality Reconstruction and Regularization for Zero-Day Malware Variants Similarity Detection.
ICDM
(2022)
Yizhen Zheng
,
Yu Zheng
,
Xiaofei Zhou
,
Chen Gong
,
Vincent C. S. Lee
,
Shirui Pan
Unifying Graph Contrastive Learning with Flexible Contextual Scopes.
ICDM
(2022)
Yue Zhao
,
Sean Zhang
,
Leman Akoglu
Toward Unsupervised Outlier Model Selection.
ICDM
(2022)
Zhe Xu
,
Kaize Ding
,
Yu-Xiong Wang
,
Huan Liu
,
Hanghang Tong
Generalized Few-Shot Node Classification.
ICDM
(2022)
Jiujun He
,
Bin Liu
,
Xuan Yang
Non-local Patch Mixup for Unsupervised Domain Adaptation.
ICDM
(2022)
Yupeng Hou
,
Wayne Xin Zhao
,
Yaliang Li
,
Ji-Rong Wen
Privacy-Preserved Neural Graph Similarity Learning.
ICDM
(2022)
Giulia Preti
,
Gianmarco De Francisci Morales
,
Matteo Riondato
Alice and the Caterpillar: A More Descriptive Null Model for Assessing Data Mining Results.
ICDM
(2022)
Chen Ling
,
Tanmoy Chowdhury
,
Junji Jiang
,
Junxiang Wang
,
Xuchao Zhang
,
Haifeng Chen
,
Liang Zhao
DeepGAR: Deep Graph Learning for Analogical Reasoning.
ICDM
(2022)
Fanghui Bi
,
Tiantian He
,
Xin Luo
A Two-Stream Light Graph Convolution Network-based Latent Factor Model for Accurate Cloud Service QoS Estimation.
ICDM
(2022)
Minh N. Vu
,
Truc D. T. Nguyen
,
My T. Thai
NeuCEPT: Learn Neural Networks' Mechanism via Critical Neurons with Precision Guarantee.
ICDM
(2022)
Zheng Zhang
,
Liang Zhao
Unsupervised Deep Subgraph Anomaly Detection.
ICDM
(2022)
Yifan Sun
,
Yunfeng Zhao
,
Guoxian Yu
,
Zhongmin Yan
,
Carlotta Domeniconi
Few-shot Partial Multi-label Learning with Data Augmentation.
ICDM
(2022)
Tianqi Wang
,
Fenglong Ma
,
Yaqing Wang
,
Jing Gao
Heterogeneous Information Enhanced Prerequisite Learning in Massive Open Online Courses.
ICDM
(2022)
Qijie Ding
,
Daokun Zhang
,
Jie Yin
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment.
ICDM
(2022)
Yong Zhuang
,
Matthew Almeida
,
Wei Ding
,
Patrick D. Flynn
,
Shafiqul Islam
,
Ping Chen
Widening the Time Horizon: Predicting the Long-Term Behavior of Chaotic Systems.
ICDM
(2022)
Zheng Fang
,
Ziyun Zhang
,
Guojie Song
,
Yingxue Zhang
,
Dong Li
,
Jianye Hao
,
Xi Wang
Invariant Factor Graph Neural Networks.
ICDM
(2022)
Maryam Shahcheraghi
,
Ryan Mercer
,
João Manuel De Almeida Rodrigues
,
Audrey Der
,
Hugo Filipe Silveira Gamboa
,
Zachary Zimmerman
,
Eamonn J. Keogh
Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data.
ICDM
(2022)
Chenyang Bu
,
Jiawei Zhang
,
Xingchen Yu
,
Le Wu
,
Xindong Wu
Which Companies are Likely to Invest: Knowledge-graph-based Recommendation for Investment Promotion.
ICDM
(2022)
Ocean Wu
,
Yun Sing Koh
,
Gillian Dobbie
,
Thomas Lacombe
Cost-Effective Transfer Learning for Data Streams.
ICDM
(2022)
Hussain Hussain
,
Meng Cao
,
Sandipan Sikdar
,
Denis Helic
,
Elisabeth Lex
,
Markus Strohmaier
,
Roman Kern
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks.
ICDM
(2022)
Seungwoo Jeong
,
Wonsik Jung
,
Junghyo Sohn
,
Heung-Il Suk
Deep Geometrical Learning for Alzheimer's Disease Progression Modeling.
ICDM
(2022)