Database Paper Browser

Back to papers

ARM-Net: Adaptive Relation Modeling Network for Structured Data

Summary: ARM-Net enables adaptive cross-feature modeling for structured data via exponential-space transforms and sparse attention. ARMOR, a lightweight relational analytics framework, delivers interpretable, per-tuple cross-feature usage with real-world gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6211
Venue
SIGMOD
Year
2021
Pagerank
7.4751269e-05
Overall Rank
3,148 | 78.11%
DOI
10.1145/3448016.3457321

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
4,154 Robust and Transferable Log-based Anomaly Detection 2023 SIGMOD 6.4032498e-05
4,661 PreQR: Pre-training Representation for SQL Understanding 2022 SIGMOD 6.0137947e-05
4,762 METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection 2024 VLDB 5.9395463e-05
8,386 PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery 2021 SIGMOD 4.530141e-05
8,688 NeurDB: On the Design and Implementation of an AI-powered Autonomous Database 2025 CIDR 4.4673127e-05
9,320 Powering In-Database Dynamic Model Slicing for Structured Data Analytics 2024 VLDB 4.3556432e-05
9,323 FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data 2023 SIGMOD 4.3556432e-05
10,100 AixelNet: A Pre-trained Model with Table-aware Adaptation for Structured Data Prediction 2026 SIGMOD 4.1945683e-05
10,589 Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index 2025 VLDB 4.1945683e-05
10,936 NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention 2024 SIGMOD 4.1945683e-05
10,998 Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems 2024 VLDB 4.1945683e-05
11,004 OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams 2024 VLDB 4.1945683e-05
11,187 Regularized Pairwise Relationship based Analytics for Structured Data 2023 SIGMOD 4.1945683e-05
11,266 MINT: Detecting Fraudulent Behaviors from Time-series Relational Data 2023 VLDB 4.1945683e-05
13,218 DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics 2022 VLDB -
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
850 Scaling Factorization Machines to Relational Data 2013 VLDB 0.00015955971
1,279 Towards Linear Algebra over Normalized Data 2017 VLDB 0.00012868394
2,194 Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra 2019 SIGMOD 9.3138337e-05
4,613 F-IVM: Learning over Fast-Evolving Relational Data 2020 SIGMOD 6.0478676e-05
8,386 PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery 2021 SIGMOD 4.530141e-05
11,594 TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications 2020 SIGMOD 4.1945683e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,364 Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries 2020 SIGMOD 8.9554751e-05
10,510 Table Overlap Estimation through Graph Embeddings 2025 SIGMOD 4.1945683e-05
1,914 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010109102
8,153 Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation 2022 VLDB 4.574554e-05
884 Plan-Structured Deep Neural Network Models for Query Performance Prediction 2019 VLDB 0.00015654004
1,463 ARDA: Automatic Relational Data Augmentation for Machine Learning 2020 VLDB 0.00011869295
10,269 Database Views as Explanations for Relational Deep Learning 2026 VLDB 4.1945683e-05
9,776 Structure-Aware Machine Learning over Multi-Relational Databases 2021 SIGMOD 4.2856106e-05
10,100 AixelNet: A Pre-trained Model with Table-aware Adaptation for Structured Data Prediction 2026 SIGMOD 4.1945683e-05
11,187 Regularized Pairwise Relationship based Analytics for Structured Data 2023 SIGMOD 4.1945683e-05