Knowledge Graphs

Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations ICML 2025 Identifying biological perturbation targets through causal differential networks ICML 2025 Identifying Neural Dynamics Using Interventional State Space Models ICML 2025 Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph AAAI 2025 Implicit degree bias in the link prediction task ICML 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Improving Soft Unification with Knowledge Graph Embedding Methods ICML 2025 Inducing Causal Structure Applied to Glucose Prediction for T1DM Patients CLeaR 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification AAAI 2025 Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025 Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines ICCV 2025 Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025 Interpretable Neural Causal Models with TRAM-DAGs CLeaR 2025 Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency ICML 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 Is Complex Query Answering Really Complex? ICML 2025 ISR: Self-Refining Referring Expressions for Entity Grounding ACL 2025 Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025 Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models EMNLP 2025 JurisGraph Insight Engine 1.0v: A Legal Question Answering System Based on Large Language Models and Knowledge Graphs ACML 2025 Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025 KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search ICML 2025