Wen Zhang

ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs ACL 2026 Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion ACL 2026 Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ACL 2026 Self-Correction Distillation for Structured Data Question Answering AAAI 2026 Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning ACL 2026 UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026 Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025 Croppable Knowledge Graph Embedding ACL 2025 Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025 Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025 K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025 Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025 Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning ICLR 2025 Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025 SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs EMNLP 2025 Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025 TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025 Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024 Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024 MKGL: Mastery of a Three-Word Language NeurIPS 2024 Prompt-fused Framework for Inductive Logical Query Answering COLING 2024 Revisit and Outstrip Entity Alignment: A Perspective of Generative Models ICLR 2024 Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations AAAI 2024 Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion COLING 2024 Analogical Inference Enhanced Knowledge Graph Embedding AAAI 2023 DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023 Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023 Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs IJCAI 2023 Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NeurIPS 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING 2020 Neural Entity Summarization with Joint Encoding and Weak Supervision IJCAI 2020 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019 Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding EMNLP 2018