- Judith Hermanns
, Konstantinos Skitsas
, Anton Tsitsulin
, Marina Munkhoeva
, Alexander Frederiksen Kyster, Simon Nielsen
, Alexander M. Bronstein
, Davide Mottin
, Panagiotis Karras
:
GRASP: Scalable Graph Alignment by Spectral Corresponding Functions. ACM Trans. Knowl. Discov. Data 17(4): 50:1-50:26 (2023) - Jingmin Huang
, Bowei Chen
, Zhi Yan
, Iadh Ounis
, Jun Wang
:
GEO: A Computational Design Framework for Automotive Exterior Facelift. ACM Trans. Knowl. Discov. Data 17(6): 82:1-82:20 (2023) - Gengsen Huang
, Wensheng Gan
, Jian Weng
, Philip S. Yu
:
US-Rule: Discovering Utility-driven Sequential Rules. ACM Trans. Knowl. Discov. Data 17(1): 10:1-10:22 (2023) - Zeinab S. Jalali
, Qilan Chen
, Shwetha M. Srikanta
, Weixiang Wang
, Myunghwan Kim
, Hema Raghavan
, Sucheta Soundarajan
:
Fairness of Information Flow in Social Networks. ACM Trans. Knowl. Discov. Data 17(6): 79:1-79:26 (2023) - Jun-Gi Jang
, U Kang
:
Static and Streaming Tucker Decomposition for Dense Tensors. ACM Trans. Knowl. Discov. Data 17(5): 66:1-66:34 (2023) - Jun-Gi Jang
, Sooyeon Shim
, Vladimir Egay
, Jeeyong Lee
, Jongmin Park
, Suhyun Chae
, U Kang
:
Accurate Open-Set Recognition for Memory Workload. ACM Trans. Knowl. Discov. Data 17(9): 126:1-126:14 (2023) - Carlos Ivan Jerez
, Jun Zhang
, Marcia R. Silva
:
On Equivalence of Anomaly Detection Algorithms. ACM Trans. Knowl. Discov. Data 17(2): 21:1-21:26 (2023) - Akshita Jha
, Vineeth Rakesh
, Jaideep Chandrashekar
, Adithya Samavedhi
, Chandan K. Reddy
:
Supervised Contrastive Learning for Interpretable Long-Form Document Matching. ACM Trans. Knowl. Discov. Data 17(2): 27:1-27:17 (2023) - Bohan Jia
, Jian Cao
, Shiyou Qian
, Nengjun Zhu
, Xin Dong
, Liang Zhang
, Lei Cheng
, Linjian Mo
:
SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions. ACM Trans. Knowl. Discov. Data 17(8): 111:1-111:22 (2023) - Linli Jiang
, Chaoxiong Chen
, Chao Chen
:
L2MM: Learning to Map Matching with Deep Models for Low-Quality GPS Trajectory Data. ACM Trans. Knowl. Discov. Data 17(3): 39:1-39:25 (2023) - Shaowei Jiang
, Wei He
, Lizhen Cui
, Yonghui Xu
, Lei Liu
:
Modeling Long- and Short-Term User Preferences via Self-Supervised Learning for Next POI Recommendation. ACM Trans. Knowl. Discov. Data 17(9): 125:1-125:20 (2023) - Xin Jiang
, Zhengxin Yu
, Chao Hai
, Hongbo Liu
, Xindong Wu
, Tomás Ward
:
DNformer: Temporal Link Prediction with Transfer Learning in Dynamic Networks. ACM Trans. Knowl. Discov. Data 17(3): 43:1-43:21 (2023) - Mengyuan Jing
, Yanmin Zhu
, Yanan Xu
, Haobing Liu
, Tianzi Zang
, Chunyang Wang
, Jiadi Yu
:
Learning Shared Representations for Recommendation with Dynamic Heterogeneous Graph Convolutional Networks. ACM Trans. Knowl. Discov. Data 17(4): 59:1-59:23 (2023) - Barakeel Fanseu Kamhoua
, Lin Zhang
, Kaili Ma
, James Cheng
, Bo Li
, Bo Han
:
GRACE: A General Graph Convolution Framework for Attributed Graph Clustering. ACM Trans. Knowl. Discov. Data 17(3): 31:1-31:31 (2023) - Rashid Hussain Khokhar
, Benjamin C. M. Fung
, Farkhund Iqbal
, Khalil Al-Hussaeni
, Mohammed Hussain
:
Differentially Private Release of Heterogeneous Network for Managing Healthcare Data. ACM Trans. Knowl. Discov. Data 17(6): 90:1-90:30 (2023) - Nishadi Kirielle
, Peter Christen
, Thilina Ranbaduge
:
Unsupervised Graph-Based Entity Resolution for Complex Entities. ACM Trans. Knowl. Discov. Data 17(1): 12:1-12:30 (2023) - Soonki Kwon
, Younghoon Lee
:
Explainability-Based Mix-Up Approach for Text Data Augmentation. ACM Trans. Knowl. Discov. Data 17(1): 13:1-13:14 (2023) - Fuxian Li
, Jie Feng
, Huan Yan
, Guangyin Jin
, Fan Yang, Funing Sun, Depeng Jin
, Yong Li
:
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution. ACM Trans. Knowl. Discov. Data 17(1): 9:1-9:21 (2023) - Yandi Li
, Haobo Gao
, Yunxuan Gao
, Jianxiong Guo
, Weili Wu
:
A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization. ACM Trans. Knowl. Discov. Data 17(9): 133:1-133:50 (2023) - Yunyi Li
, Yongjing Hao
, Pengpeng Zhao
, Guanfeng Liu
, Yanchi Liu
, Victor S. Sheng
, Xiaofang Zhou
:
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation. ACM Trans. Knowl. Discov. Data 17(6): 80:1-80:22 (2023) - Huiru Li
, Liangxiao Jiang
, Siqing Xue
:
Neighborhood Weighted Voting-Based Noise Correction for Crowdsourcing. ACM Trans. Knowl. Discov. Data 17(7): 96:1-96:18 (2023) - Dongjie Li, Dong Li, Guang Lian:
Variational Graph Autoencoder with Adversarial Mutual Information Learning for Network Representation Learning. ACM Trans. Knowl. Discov. Data 17(3): 45:1-45:18 (2023) - Haoran Li
, Zhiqiang Lv
, Jianbo Li
, Zhihao Xu
, Yue Wang
, Haokai Sun
, Zhaoyu Sheng
:
Traffic Flow Forecasting in the COVID-19: A Deep Spatial-temporal Model Based on Discrete Wavelet Transformation. ACM Trans. Knowl. Discov. Data 17(5): 64:1-64:28 (2023) - Lei Li
, Zhiyuan Liu
, Zan Zhang
, Huanhuan Chen
, Xindong Wu
:
Three-way Preference Completion via Preference Graph. ACM Trans. Knowl. Discov. Data 17(6): 89:1-89:19 (2023) - Xiaona Li, Zhu Wang, Xindong Chen
, Bin Guo
, Zhiwen Yu
:
A Hybrid Continuous-Time Dynamic Graph Representation Learning Model by Exploring Both Temporal and Repetitive Information. ACM Trans. Knowl. Discov. Data 17(9): 123:1-123:22 (2023) - Qian Li
, Xiangmeng Wang
, Zhichao Wang
, Guandong Xu
:
Be Causal: De-Biasing Social Network Confounding in Recommendation. ACM Trans. Knowl. Discov. Data 17(1): 14:1-14:23 (2023) - Lei Li
, Mengjiao Yan
, Zhenchao Tao
, Huanhuan Chen
, Xindong Wu
:
Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location. ACM Trans. Knowl. Discov. Data 17(1): 6:1-6:26 (2023) - Mengran Li
, Yong Zhang
, Xiaoyong Li
, Yuchen Zhang
, Baocai Yin
:
Hypergraph Transformer Neural Networks. ACM Trans. Knowl. Discov. Data 17(5): 63:1-63:22 (2023) - Bei Lin
, You Li
, Ning Gui
, Zhuopeng Xu
, Zhiwu Yu
:
Multi-view Graph Representation Learning Beyond Homophily. ACM Trans. Knowl. Discov. Data 17(8): 114:1-114:21 (2023) - Dandan Lin
, Victor Junqiu Wei
, Raymond Chi-Wing Wong
:
Effective and Scalable Manifold Ranking-Based Image Retrieval with Output Bound. ACM Trans. Knowl. Discov. Data 17(5): 61:1-61:31 (2023)