Representation

Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs COLING 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Task-Oriented Automatic Fact-Checking with Frame-Semantics ACL 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TeDS: Joint Learning of Diachronic and Synchronic Perspectives in Quaternion Space for Temporal Knowledge Graph Completion ICML 2025 TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion COLING 2025 TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching ICML 2025 Temporal Conjunctive Query Answering via Rewriting AAAI 2025 Tensor Decomposition Meets Knowledge Compilation: A Study Comparing Tensor Trains with OBDDs AAAI 2025 Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025 TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics ICLR 2025 The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025 The Generalized Skew Spectrum of Graphs ICML 2025 The Limits of Tractable Marginalization ICML 2025 The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations ICLR 2025 Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025 Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025 Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025 TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration ICML 2025 Topology-aware Neural Flux Prediction Guided by Physics ICML 2025 Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025