{"total":60,"rows":[{"id":"2212.05767","title":"A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal","created":"2022-12-12","cited_by_count":106,"area":null},{"id":"2305.10613","title":"Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning","created":"2023-05-17","cited_by_count":37,"area":null},{"id":"2406.09639","title":"TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs","created":"2024-06-14","cited_by_count":36,"area":null},{"id":"2203.07782","title":"Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning","created":"2022-03-15","cited_by_count":30,"area":null},{"id":"2310.07793","title":"GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models","created":"2023-10-11","cited_by_count":30,"area":null},{"id":"2403.04782","title":"A Survey on Temporal Knowledge Graph: Representation Learning and Applications","created":"2024-03-02","cited_by_count":30,"area":null},{"id":"2204.06127","title":"Reinforcement learning on graphs: A survey","created":"2022-04-13","cited_by_count":20,"area":null},{"id":"2112.15280","title":"What is Event Knowledge Graph: A Survey","created":"2021-12-31","cited_by_count":19,"area":null},{"id":"2404.16726","title":"History repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting","created":"2024-04-25","cited_by_count":15,"area":null},{"id":"2308.02457","title":"A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects","created":"2023-08-04","cited_by_count":14,"area":null},{"id":"2311.10112","title":"zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models","created":"2023-11-15","cited_by_count":13,"area":null},{"id":"2210.09708","title":"HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning","created":"2022-10-18","cited_by_count":11,"area":null},{"id":"2305.07912","title":"Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion","created":"2023-05-13","cited_by_count":10,"area":null},{"id":"2310.04835","title":"On the Evolution of Knowledge Graphs: A Survey and Perspective","created":"2023-10-07","cited_by_count":10,"area":null},{"id":"2401.06072","title":"Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion","created":"2024-01-11","cited_by_count":10,"area":null},{"id":"2304.12604","title":"Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning","created":"2023-04-25","cited_by_count":9,"area":null},{"id":"2309.03251","title":"Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning","created":"2023-09-06","cited_by_count":9,"area":null},{"id":"2211.08169","title":"Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information","created":"2022-11-15","cited_by_count":8,"area":null},{"id":"2312.01601","title":"Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning","created":"2023-12-04","cited_by_count":8,"area":null},{"id":"2405.00352","title":"Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph","created":"2024-05-01","cited_by_count":8,"area":null},{"id":"2203.09590","title":"ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations","created":"2022-03-17","cited_by_count":7,"area":null},{"id":"2302.11091","title":"GTRL: An Entity Group-Aware Temporal Knowledge Graph Representation Learning Method","created":"2023-02-22","cited_by_count":5,"area":null},{"id":"2401.03988","title":"A Primer on Temporal Graph Learning","created":"2024-01-08","cited_by_count":5,"area":null},{"id":"2304.03984","title":"DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning","created":"2023-04-08","cited_by_count":4,"area":null},{"id":"2408.07840","title":"ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model","created":"2024-08-14","cited_by_count":4,"area":null},{"id":"2410.22631","title":"DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach","created":"2024-10-30","cited_by_count":3,"area":null},{"id":"2505.14020","title":"Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2506.06367","title":"Towards Foundation Model on Temporal Knowledge Graph Reasoning","created":"2025-06-04","cited_by_count":3,"area":null},{"id":"2209.05635","title":"Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces","created":"2022-09-12","cited_by_count":2,"area":null},{"id":"2302.00893","title":"MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning","created":"2023-02-02","cited_by_count":2,"area":null},{"id":"2304.00613","title":"Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning","created":"2023-04-02","cited_by_count":2,"area":null},{"id":"2312.01052","title":"SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting","created":"2023-12-02","cited_by_count":2,"area":null},{"id":"2312.03004","title":"Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning","created":"2023-12-04","cited_by_count":2,"area":null},{"id":"2405.10621","title":"Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning","created":"2024-05-17","cited_by_count":2,"area":null},{"id":"2408.07911","title":"CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning","created":"2024-08-15","cited_by_count":2,"area":null},{"id":"2501.01974","title":"Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs","created":"2024-12-28","cited_by_count":2,"area":null},{"id":"2506.00445","title":"G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models","created":"2025-05-31","cited_by_count":2,"area":null},{"id":"2404.01695","title":"Selective Temporal Knowledge Graph Reasoning","created":"2024-04-02","cited_by_count":1,"area":null},{"id":"2408.15620","title":"CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship","created":"2024-08-28","cited_by_count":1,"area":null},{"id":"2601.00430","title":"Toward Better Temporal Structures for Geopolitical Events Forecasting","created":"2026-01-01","cited_by_count":1,"area":null},{"id":"2602.12389","title":"Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting","created":"2026-02-12","cited_by_count":1,"area":null},{"id":"2110.08765","title":"Temporal Knowledge Graph Reasoning Triggered by Memories","created":"2021-10-17","cited_by_count":0,"area":null},{"id":"2110.14284","title":"APPTeK: Agent-Based Predicate Prediction in Temporal Knowledge Graphs","created":"2021-10-27","cited_by_count":0,"area":null},{"id":"2204.12036","title":"Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction","created":"2022-04-26","cited_by_count":0,"area":null},{"id":"2310.04889","title":"GradXKG: A Universal Explain-per-use Temporal Knowledge Graph Explainer","created":"2023-10-07","cited_by_count":0,"area":null},{"id":"2310.15722","title":"Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion","created":"2023-10-24","cited_by_count":0,"area":null},{"id":"2404.00586","title":"RLGNet: Repeating-Local-Global History Network for Temporal Knowledge Graph Reasoning","created":"2024-03-31","cited_by_count":0,"area":null},{"id":"2405.10346","title":"AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning","created":"2024-05-16","cited_by_count":0,"area":null},{"id":"2507.01597","title":"T3DM: Test-Time Training-Guided Distribution Shift Modelling for Temporal Knowledge Graph Reasoning","created":"2025-07-02","cited_by_count":0,"area":null},{"id":"2507.18977","title":"Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling","created":"2025-07-25","cited_by_count":0,"area":null},{"id":"2509.09474","title":"CountTRuCoLa: Rule Learning for Interpretable Temporal Knowledge Graph Forecasting","created":"2025-09-11","cited_by_count":0,"area":null},{"id":"2601.13658","title":"Beyond Known Facts: Generating Unseen Temporal Knowledge to Address Data Contamination in LLM Evaluation","created":"2026-01-20","cited_by_count":0,"area":null},{"id":"2604.09600","title":"CID-TKG: Collaborative Historical Invariance and Evolutionary Dynamics Learning for Temporal Knowledge Graph Reasoning","created":"2026-03-09","cited_by_count":0,"area":null},{"id":"2605.13153","title":"Strikingness-Aware Evaluation for Temporal Knowledge Graph Reasoning","created":"2026-05-13","cited_by_count":0,"area":null},{"id":"2607.09232","title":"Temporal Knowledge Graph Forecasting under Distribution Shifts: A Synthetic Evaluation","created":"2026-07-10","cited_by_count":0,"area":null},{"id":"2607.10197","title":"GRATE: Temporal Extensions for Inductive KG Foundation Models via Gated Rotary Attention","created":"2026-07-11","cited_by_count":0,"area":null},{"id":"2607.14886","title":"Reachability-Aware Pretraining for Efficient Target-Oriented Path Exploration in Temporal Knowledge Graph Reasoning","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2608.10668","title":"FITTER: Vocabulary-Agnostic Cross-Domain Inference on Temporal Knowledge Graphs","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2609.24467","title":"A Temporal Knowledge Graph for Music Festival Lineup Forecasting","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.29268","title":"BridgeMem: Causal Dyadic Transition Residuals for Temporal Knowledge Graph Forecasting","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}