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Relational Reasoning

Papers archive 2025-07-28

archive papers tagged: 483 · with a code link: 179 · where Syntology ran a sample: 58 (52 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (58 of 483 tagged: 52 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 3 of 5: papers 201 to 300 of 483, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Temporal Relational Reasoning of Large Language Models for Detecting Stock Portfolio Crashes
  7 Oct 2024 0 repositories listed
• Hypergraph-based Motion Generation with Multi-modal Interaction Relational Reasoning
  18 Sep 2024 0 repositories listed
• Enhancing Large Language Models with Domain-Specific Knowledge: The Case in Topological Materials
  10 Sep 2024 0 repositories listed
• A Modern Take on Visual Relationship Reasoning for Grasp Planning
  3 Sep 2024 0 repositories listed
• Genesis: Towards the Automation of Systems Biology Research
  20 Aug 2024 0 repositories listed
• Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation
  14 Aug 2024 0 repositories listed
• Behavior-Inspired Neural Networks for Relational Inference
  20 Jun 2024 0 repositories listed
• Self-supervised Multi-actor Social Activity Understanding in Streaming Videos
  20 Jun 2024 0 repositories listed
• Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
  17 Jun 2024 0 repositories listed
• Learning positional encodings in transformers depends on initialization
  12 Jun 2024 0 repositories listed
• TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models
  25 Mar 2024 0 repositories listed
• Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents
  23 Mar 2024 0 repositories listed
• Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation
  5 Mar 2024 0 repositories listed
• Boosting gets full Attention for Relational Learning
  22 Feb 2024 0 repositories listed
• FGeo-HyperGNet: Geometric Problem Solving Integrating Formal Symbolic System and Hypergraph Neural Network
  18 Feb 2024 0 repositories listed
• Position: Topological Deep Learning is the New Frontier for Relational Learning
  14 Feb 2024 0 repositories listed
• Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation
  22 Jan 2024 0 repositories listed
• LLMs for Relational Reasoning: How Far are We?
  17 Jan 2024 0 repositories listed
• MLAD: A Unified Model for Multi-system Log Anomaly Detection
  15 Jan 2024 0 repositories listed
• Higher-order Relational Reasoning for Pedestrian Trajectory Prediction
  1 Jan 2024 0 repositories listed
• Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation
  27 Nov 2023 0 repositories listed
• A Novel Neural-symbolic System under Statistical Relational Learning
  16 Sep 2023 0 repositories listed
• Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis
  11 Sep 2023 0 repositories listed
• CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models
  23 Jul 2023 0 repositories listed
• A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes
  12 Jul 2023 0 repositories listed
• Statistical relational learning and neuro-symbolic AI: what does first-order logic offer?
  8 Jun 2023 0 repositories listed
• Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning
  3 May 2023 0 repositories listed
• Cluster Flow: how a hierarchical clustering layer make allows deep-NNs more resilient to hacking, more human-like and easily implements relational reasoning
  27 Apr 2023 0 repositories listed
• Retrieval-based Knowledge Augmented Vision Language Pre-training
  27 Apr 2023 0 repositories listed
• Geometric Relational Embeddings: A Survey
  24 Apr 2023 0 repositories listed
• Medical Image Analysis using Deep Relational Learning
  28 Mar 2023 0 repositories listed
• Enhancing Embedding Representations of Biomedical Data using Logic Knowledge
  23 Mar 2023 0 repositories listed
• Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection
  15 Mar 2023 0 repositories listed
• Weighted First Order Model Counting with Directed Acyclic Graph Axioms
  20 Feb 2023 0 repositories listed
• DEVICE: DEpth and VIsual ConcEpts Aware Transformer for TextCaps
  3 Feb 2023 0 repositories listed
• Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection
  25 Jan 2023 0 repositories listed
• ReVoLT: Relational Reasoning and Voronoi Local Graph Planning for Target-driven Navigation
  6 Jan 2023 0 repositories listed
• Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning
  1 Jan 2023 0 repositories listed
• SrTR: Self-reasoning Transformer with Visual-linguistic Knowledge for Scene Graph Generation
  19 Dec 2022 0 repositories listed
• Learning Probabilistic Temporal Safety Properties from Examples in Relational Domains
  7 Nov 2022 0 repositories listed
• Lifted Inference with Linear Order Axiom
  2 Nov 2022 0 repositories listed
• Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning
  21 Oct 2022 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
  14 Oct 2022 0 repositories listed
• Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts
  1 Oct 2022 0 repositories listed
• Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement
  1 Oct 2022 0 repositories listed
• Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs
  1 Oct 2022 0 repositories listed
• Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
  20 Sep 2022 0 repositories listed
• Structured Knowledge Grounding for Question Answering
  17 Sep 2022 0 repositories listed
• Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion
  2 Sep 2022 0 repositories listed
• Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel
  19 Aug 2022 0 repositories listed
• EvolveHypergraph: Group-Aware Dynamic Relational Reasoning for Trajectory Prediction
  10 Aug 2022 0 repositories listed
• Sparse Relational Reasoning with Object-Centric Representations
  15 Jul 2022 0 repositories listed
• 3D Part Assembly Generation with Instance Encoded Transformer
  5 Jul 2022 0 repositories listed
• Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction
  8 Jun 2022 0 repositories listed
• Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection
  6 Jun 2022 0 repositories listed
• Subverting machines, fluctuating identities: Re-learning human categorization
  27 May 2022 0 repositories listed
• Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction
  21 May 2022 0 repositories listed
• Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension
  1 May 2022 0 repositories listed
• Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph
  1 May 2022 0 repositories listed
• Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization
  6 Apr 2022 0 repositories listed
• Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction
  6 Apr 2022 0 repositories listed
• MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection
  4 Apr 2022 0 repositories listed
• MoReL: Multi-omics Relational Learning
  15 Mar 2022 0 repositories listed
• Important Object Identification with Semi-Supervised Learning for Autonomous Driving
  5 Mar 2022 0 repositories listed
• Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies
  21 Feb 2022 0 repositories listed
• Learning to Coarsen Graphs with Graph Neural Networks
  17 Jan 2022 0 repositories listed
• Does Entity Abstraction Help Generative Transformers Reason?
  5 Jan 2022 0 repositories listed
• A Critical Review of Inductive Logic Programming Techniques for Explainable AI
  31 Dec 2021 0 repositories listed
• Graph Collaborative Reasoning
  27 Dec 2021 0 repositories listed
• Concept Representation Learning with Contrastive Self-Supervised Learning
  10 Dec 2021 0 repositories listed
• Joint Modeling of Visual Objects and Relations for Scene Graph Generation
  1 Dec 2021 0 repositories listed
• Variational Deep Logic Network for Joint Inference of Entities and Relations
  1 Dec 2021 0 repositories listed
• StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks
  23 Nov 2021 0 repositories listed
• Mixture-of-Graphs: Zero-shot Relational Learning for Knowledge Graph by Fusing Ontology and Textual Experts
  16 Nov 2021 0 repositories listed
• A Probit Tensor Factorization Model For Relational Learning
  6 Nov 2021 0 repositories listed
• HR-RCNN: Hierarchical Relational Reasoning for Object Detection
  26 Oct 2021 0 repositories listed
• Pre and Post Counting for Scalable Statistical-Relational Model Discovery
  19 Oct 2021 0 repositories listed
• Relational Neural Markov Random Fields
  18 Oct 2021 0 repositories listed
• Recent Advances in Heterogeneous Relation Learning for Recommendation
  7 Oct 2021 0 repositories listed
• Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical
  6 Sep 2021 0 repositories listed
• Desk Organization: Effect of Multimodal Inputs on Spatial Relational Learning
  3 Aug 2021 0 repositories listed
• Learning to Solve NLP Tasks in an Incremental Number of Languages
  1 Aug 2021 0 repositories listed
• Multi-Scale Progressive Attention Network for Video Question Answering
  1 Aug 2021 0 repositories listed
• Constellation: Learning relational abstractions over objects for compositional imagination
  23 Jul 2021 0 repositories listed
• A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning
  28 Jun 2021 0 repositories listed
• Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions
  19 Jun 2021 0 repositories listed
• Spatially Invariant Unsupervised 3D Object-Centric Learning and Scene Decomposition
  10 Jun 2021 0 repositories listed
• Analysis of Nuanced Stances and Sentiment Towards Entities of US Politicians through the Lens of Moral Foundation Theory
  1 Jun 2021 0 repositories listed
• Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network
  1 Jun 2021 0 repositories listed
• Relational Reasoning Networks
  1 Jun 2021 0 repositories listed
• Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning
  18 May 2021 0 repositories listed
• Agent-Centric Representations for Multi-Agent Reinforcement Learning
  19 Apr 2021 0 repositories listed
• Object-Centric Representation Learning for Video Question Answering
  12 Apr 2021 0 repositories listed
• Graph-based Facial Affect Analysis: A Review
  29 Mar 2021 0 repositories listed
• Unified Graph Structured Models for Video Understanding
  29 Mar 2021 0 repositories listed
• A Relational-learning Perspective to Multi-label Chest X-ray Classification
  10 Mar 2021 0 repositories listed
• A Universal Model for Cross Modality Mapping by Relational Reasoning
  26 Feb 2021 0 repositories listed
• Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking
  18 Feb 2021 0 repositories listed
• A Statistical Relational Approach to Learning Distance-based GCNs
  13 Feb 2021 0 repositories listed
• Improving Scene Graph Classification by Exploiting Knowledge from Texts
  9 Feb 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.