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ACM Trans. Knowl. Discov. Data
2007
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2024
2007
2024
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Publications
volume 18, number 1, 2024
Huiyuan Li
,
Li Yu
,
Xi Niu
,
Youfang Leng
,
Qihan Du
Sequential and Graphical Cross-Domain Recommendations with a Multi-View Hierarchical Transfer Gate.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Fangyuan Luo
,
Jun Wu
,
Tao Wang
Discrete Listwise Content-aware Recommendation.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Md. Tanvir Alam
,
Chowdhury Farhan Ahmed
,
Md. Samiullah
,
Carson Kai-Sang Leung
Discovering Interesting Patterns from Hypergraphs.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Lizhen Wang
,
Vanha Tran
,
Thanhcong Do
A Clique-Querying Mining Framework for Discovering High Utility Co-Location Patterns without Generating Candidates.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Zhe Fu
,
Xi Niu
Modeling Users' Curiosity in Recommender Systems.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Huan Wang
,
Guoquan Liu
,
Po Hu
TDAN: Transferable Domain Adversarial Network for Link Prediction in Heterogeneous Social Networks.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Yu Liu
,
Zhilun Zhou
,
Yong Li
,
Depeng Jin
Urban Knowledge Graph Aided Mobile User Profiling.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Meng Jiang
Transfer Learning across Graph Convolutional Networks: Methods, Theory, and Applications.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Alejandro Moreo
,
Manuel Francisco
,
Fabrizio Sebastiani
Multi-Label Quantification.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
Silvia Corbara
,
Alejandro Moreo
,
Fabrizio Sebastiani
Same or Different? Diff-Vectors for Authorship Analysis.
ACM Trans. Knowl. Discov. Data
18 (1) (2024)
volume 18, number 2, 2024
Xiaoqing Ye
,
Yang Sun
,
Dun Liu
,
Tianrui Li
A Multisource Data Fusion-based Heterogeneous Graph Attention Network for Competitor Prediction.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Xiangkui Lu
,
Jun Wu
,
Junheng Huang
,
Fangyuan Luo
,
Jianbo Yuan
Co-Training-Teaching: A Robust Semi-Supervised Framework for Review-Aware Rating Regression.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Benjamin A. Miller
,
Zohair Shafi
,
Wheeler Ruml
,
Yevgeniy Vorobeychik
,
Tina Eliassi-Rad
,
Scott Alfeld
Attacking Shortest Paths by Cutting Edges.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Fangfang Li
,
Zhi Liu
,
Junwen Duan
,
Xingliang Mao
,
Heyuan Shi
,
Shichao Zhang
Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Ying Chen
,
Siwei Qiang
,
Mingming Ha
,
Xiaolei Liu
,
Shaoshuai Li
,
Jiabi Tong
,
Lingfeng Yuan
,
Xiaobo Guo
,
Zhenfeng Zhu
Semi-Supervised Heterogeneous Graph Learning with Multi-Level Data Augmentation.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Kui Yu
,
Zhaolong Ling
,
Lin Liu
,
Peipei Li
,
Hao Wang
,
Jiuyong Li
Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Bo Yan
,
Cheng Yang
,
Chuan Shi
,
Yong Fang
,
Qi Li
,
Yanfang Ye
,
Junping Du
Graph Mining for Cybersecurity: A Survey.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Taolin Zhang
,
Chengyuan Mai
,
Yaomin Chang
,
Chuan Chen
,
Lin Shu
,
Zibin Zheng
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Ahmad Zareie
,
Rizos Sakellariou
Maximizing the Diversity of Exposure in Online Social Networks by Identifying Users with Increased Susceptibility to Persuasion.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Francesco Spinnato
,
Riccardo Guidotti
,
Anna Monreale
,
Mirco Nanni
,
Dino Pedreschi
,
Fosca Giannotti
Understanding Any Time Series Classifier with a Subsequence-based Explainer.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Hui Xu
,
Liyao Xiang
,
Junjie Ou
,
Yuting Weng
,
Xinbing Wang
,
Chenghu Zhou
Open-World Graph Active Learning for Node Classification.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Linjie Nie
,
Shuo Yang
,
Xinran Zheng
,
Xingjun Wang
An Efficient and Adaptive Content Delivery System Based on Hybrid Network.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Xiaoting Li
,
Lingwei Chen
,
Dinghao Wu
Adversary for Social Good: Leveraging Adversarial Attacks to Protect Personal Attribute Privacy.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Xiao Luo
,
Wei Ju
,
Yiyang Gu
,
Zhengyang Mao
,
Luchen Liu
,
Yuhui Yuan
,
Ming Zhang
Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
Huan Wang
,
Ruigang Liu
,
Chuanqi Shi
,
Junyang Chen
,
Lei Fang
,
Shun Liu
,
Zhiguo Gong
Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks.
ACM Trans. Knowl. Discov. Data
18 (2) (2024)
volume 18, number 3, 2024
Zhe Liu
,
Sukumar Letchmunan
Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Xiang Ao
,
Ling Luo
,
Xiting Wang
,
Zhao Yang
,
Jiun-Hung Chen
,
Ying Qiao
,
Qing He
,
Xing Xie
Put Your Voice on Stage: Personalized Headline Generation for News Articles.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Yimin Huang
,
Wanwan Wang
,
Xingying Zhao
,
Yukun Wang
,
Xinyu Feng
,
Hao He
,
Ming Yao
EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Huan Rong
,
Xin Yu
,
Tinghuai Ma
,
Victor S. Sheng
,
Yang Zhou
,
Mznah Al-Rodhaan
Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero- and Few-shot Learning with Domain Distribution Alignment.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Swapnil Saha
,
Hafiz Imtiaz
Privacy-Preserving Non-Negative Matrix Factorization with Outliers.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Di Han
,
Yifan Huang
,
Junmin Liu
,
Kai Liao
,
Kunling Lin
LSAB: User Behavioral Pattern Modeling in Sequential Recommendation by Learning Self-Attention Bias.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Sindhu Tipirneni
,
Ming Zhu
,
Chandan K. Reddy
StructCoder: Structure-Aware Transformer for Code Generation.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Chi-Wei Hsu
,
Chiao-Ting Chen
,
Szu-Hao Huang
Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Ling Chen
,
Jiahui Xu
,
Binqing Wu
,
Jianlong Huang
Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Leonardo Pellegrina
,
Fabio Vandin
SILVAN: Estimating Betweenness Centralities with Progressive Sampling and Non-uniform Rademacher Bounds.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Wei Fan
,
Yanjie Fu
,
Shun Zheng
,
Jiang Bian
,
Yuanchun Zhou
,
Hui Xiong
DEWP: Deep Expansion Learning for Wind Power Forecasting.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Yunji Liang
,
Lei Liu
,
Luwen Huangfu
,
Sagar Samtani
,
Zhiwen Yu
,
Daniel Dajun Zeng
Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Cong Su
,
Guoxian Yu
,
Yongqing Zheng
,
Jun Wang
,
Zhengtian Wu
,
Xiangliang Zhang
,
Carlotta Domeniconi
Causality-Based Fair Multiple Decision by Response Functions.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Weitong Ou
,
Bo Chen
,
Xinyi Dai
,
Weinan Zhang
,
Weiwen Liu
,
Ruiming Tang
,
Yong Yu
A Survey on Bid Optimization in Real-Time Bidding Display Advertising.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Song Wang
,
Yushun Dong
,
Xiao Huang
,
Chen Chen
,
Jundong Li
Learning Hierarchical Task Structures for Few-shot Graph Classification.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Shenyang Huang
,
Samy Coulombe
,
Yasmeen Hitti
,
Reihaneh Rabbany
,
Guillaume Rabusseau
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Li Ni
,
Hefei Xu
,
Yiwen Zhang
,
Wenjian Luo
,
Yingying Huang
,
Victor S. Sheng
Local Overlapping Spatial-aware Community Detection.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Ling Cheng
,
Feida Zhu
,
Yong Wang
,
Ruicheng Liang
,
Huiwen Liu
From Asset Flow to Status, Action, and Intention Discovery: Early Malice Detection in Cryptocurrency.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Ruichu Cai
,
Fengzhu Wu
,
Zijian Li
,
Pengfei Wei
,
Lingling Yi
,
Kun Zhang
Graph Domain Adaptation: A Generative View.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Han Zhao
,
Xu Yang
,
Cheng Deng
Parameter-Agnostic Deep Graph Clustering.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Luciano Di Palma
,
Yanlei Diao
,
Anna Liu
Efficient Version Space Algorithms for Human-in-the-loop Model Development.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Qiang Huang
,
Jing Ma
,
Jundong Li
,
Ruocheng Guo
,
Huiyan Sun
,
Yi Chang
Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Ming-Chuan Yang
,
Guo-Wei Wong
,
Meng Chang Chen
Sparse Grid Imputation Using Unpaired Imprecise Auxiliary Data: Theory and Application to PM2.5 Estimation.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Vladimiro González-Zelaya
,
Julián Salas
,
David Megías
,
Paolo Missier
Fair and Private Data Preprocessing through Microaggregation.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Tong Xia
,
Yong Li
,
Yunhan Qi
,
Jie Feng
,
Fengli Xu
,
Funing Sun
,
Diansheng Guo
,
Depeng Jin
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)