graph encoder

Factorization-in-Loop:Proximal Fill-in Minimization for Sparse Matrix Reordering AAAI 2026 RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction AAAI 2026 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025 How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025 Multimodal Medical Code Tokenizer ICML 2025 RetroMoE: A Mixture-of-Experts Latent Translation Framework for Single-step Retrosynthesis IJCAI 2025 Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum ICML 2025 To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025 Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization ICML 2024 Exploring the Synergy of Dual-path Encoder and Alignment Module for Better Graph-to-Text Generation COLING 2024 Graph Positional and Structural Encoder ICML 2024 Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024 MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models ICML 2024 GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023 MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter EMNLP 2023 Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning ACL 2023 CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022 DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022 Graph-to-Text Generation with Dynamic Structure Pruning COLING 2022 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022 S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL 2022 Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction NAACL 2021 CLEVE: Contrastive Pre-training for Event Extraction ACL 2021 Contrastive Self-supervised Learning for Graph Classification AAAI 2021