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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
6212
Venue
SIGMOD
Year
2021
Pagerank
7.4679349e-05
Overall Rank
3,157 | 78.07%
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
4,155 Robust and Transferable Log-based Anomaly Detection 2023 SIGMOD 6.3970893e-05
4,658 PreQR: Pre-training Representation for SQL Understanding 2022 SIGMOD 6.0084453e-05
4,762 METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection 2024 VLDB 5.9338398e-05
8,365 NeurDB: On the Design and Implementation of an AI-powered Autonomous Database 2025 CIDR 4.5305127e-05
8,386 PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery 2021 SIGMOD 4.525798e-05
9,325 Powering In-Database Dynamic Model Slicing for Structured Data Analytics 2024 VLDB 4.351469e-05
9,328 FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data 2023 SIGMOD 4.351469e-05
10,100 AixelNet: A Pre-trained Model with Table-aware Adaptation for Structured Data Prediction 2026 SIGMOD 4.1905499e-05
10,597 Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index 2025 VLDB 4.1905499e-05
10,939 NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention 2024 SIGMOD 4.1905499e-05
11,001 Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems 2024 VLDB 4.1905499e-05
11,007 OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams 2024 VLDB 4.1905499e-05
11,189 Regularized Pairwise Relationship based Analytics for Structured Data 2023 SIGMOD 4.1905499e-05
11,268 MINT: Detecting Fraudulent Behaviors from Time-series Relational Data 2023 VLDB 4.1905499e-05
13,232 DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics 2022 VLDB -
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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
851 Scaling Factorization Machines to Relational Data 2013 VLDB 0.00015909639
1,283 Towards Linear Algebra over Normalized Data 2017 VLDB 0.00012826013
2,197 Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra 2019 SIGMOD 9.3117431e-05
4,614 F-IVM: Learning over Fast-Evolving Relational Data 2020 SIGMOD 6.042045e-05
8,386 PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery 2021 SIGMOD 4.525798e-05
11,598 TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications 2020 SIGMOD 4.1905499e-05
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