:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	Liu, Lihui
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2603.15633
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective
by: Liu, Lihui, et al.
Published: (2024)

Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering
by: Fei, Weizhi, et al.
Published: (2025)

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs
by: Liu, Lihui, et al.
Published: (2024)

Mixture of Demonstrations for Textual Graph Understanding and Question Answering
by: Wu, Yukun, et al.
Published: (2026)

Multi-hop Reasoning and Retrieval in Embedding Space: Leveraging Large Language Models with Knowledge
by: Liu, Lihui
Published: (2026)

DAGE: DAG Query Answering via Relational Combinator with Logical Constraints
by: He, Yunjie, et al.
Published: (2024)

Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering
by: Czyżnikiewicz, Mateusz, et al.
Published: (2026)

Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs
by: Zhuo, Xingrui, et al.
Published: (2024)

Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models
by: Xiao, Changyi, et al.
Published: (2024)

Query Answering in Object Oriented Knowledge Bases in Logic Programming: Description and Challenge for ASP
by: Chaudhri, Vinay K., et al.
Published: (2013)

KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering
by: Lin, Hongyu, et al.
Published: (2025)

Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs
by: He, Yunjie, et al.
Published: (2023)

A Neuro-Symbolic Framework for Answering Graph Pattern Queries in Knowledge Graphs
by: Cucumides, Tamara, et al.
Published: (2023)

Conditional Logical Message Passing Transformer for Complex Query Answering
by: Zhang, Chongzhi, et al.
Published: (2024)

Conversational Question Answering with Reformulations over Knowledge Graph
by: Liu, Lihui, et al.
Published: (2023)

Type-based Neural Link Prediction Adapter for Complex Query Answering
by: Song, Lingning, et al.
Published: (2024)

Non-Euclidean Spatial Graph Neural Network
by: Zhang, Zheng, et al.
Published: (2023)

Counting Still Counts: Understanding Neural Complex Query Answering Through Query Relaxation
by: Brunink, Yannick, et al.
Published: (2025)

Non-Interactive Symbolic-Aided Chain-of-Thought for Logical Reasoning
by: Nguyen, Phuong Minh, et al.
Published: (2025)

Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs
by: Xu, Yao, et al.
Published: (2023)

MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
by: Liu, Lihui, et al.
Published: (2025)

RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge Graphs
by: Kharbanda, Mayank, et al.
Published: (2024)

Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER)
by: Machot, Fadi Al
Published: (2023)

Graph-O1 : Monte Carlo Tree Search with Reinforcement Learning for Text-Attributed Graph Reasoning
by: Liu, Lihui
Published: (2025)

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering
by: Ishay, Adam, et al.
Published: (2025)

One Model, Any Conjunctive Query: Graph Neural Networks for Answering Queries over Incomplete Knowledge Graphs
by: Olejniczak, Krzysztof, et al.
Published: (2024)

Query2Diagram: Answering Developer Queries with UML Diagrams
by: Baryshnikov, Oleg, et al.
Published: (2026)

Adaptive Selection of Symbolic Languages for Improving LLM Logical Reasoning
by: Wang, Xiangyu, et al.
Published: (2025)

Is Complex Query Answering Really Complex?
by: Gregucci, Cosimo, et al.
Published: (2024)

LP-LM: No Hallucinations in Question Answering with Logic Programming
by: Wu, Katherine, et al.
Published: (2025)

LogicGraph : Benchmarking Multi-Path Logical Reasoning via Neuro-Symbolic Generation and Verification
by: Wu, Yanrui, et al.
Published: (2026)

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering
by: Fu, Rong, et al.
Published: (2026)

Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings
by: Peng, Yifei, et al.
Published: (2023)

Semirings for Probabilistic and Neuro-Symbolic Logic Programming
by: Derkinderen, Vincent, et al.
Published: (2024)

Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries
by: He, Neil, et al.
Published: (2025)

Consistent Query Answering for Existential Rules with Closed Predicates
by: Marconi, Lorenzo, et al.
Published: (2024)

Tractable Responsibility Measures for Ontology-Mediated Query Answering
by: Bienvenu, Meghyn, et al.
Published: (2025)

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
by: Cao, Ruisheng, et al.
Published: (2025)

RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
by: Chen, Jingdi, et al.
Published: (2024)

Shapley Value Computation in Ontology-Mediated Query Answering
by: Bienvenu, Meghyn, et al.
Published: (2024)