Yanan Cao

Breaking One-Size-Fits-All: Revisiting Out-of-Distribution Detection on Graphs Under Diverse Distribution Shifts AAAI 2026 EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ACL 2026 Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing EACL 2026 Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection ACL 2026 Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations ACL 2026 MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization AAAI 2026 PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models AAAI 2026 CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems ACL 2026 From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ACL 2025 Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction ACL 2025 Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ACL 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025 Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference COLING 2025 UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025 Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025 A Group Fairness Lens for Large Language Models EMNLP 2025 RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025 PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025 Towards One-to-Many Visual Question Answering EMNLP 2024 Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification ICML 2024 TISE: A Tripartite In-context Selection Method for Event Argument Extraction NAACL 2024 Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models ACL 2024 DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset COLING 2024 Towards Better Entity Linking with Multi-View Enhanced Distillation ACL 2023 DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation ACL 2023 Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023 Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation ACL 2023 Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering EMNLP 2023 Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation EMNLP 2023 An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023 Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction EMNLP 2023 Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking COLING 2022 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022 CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event Extraction COLING 2022 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022 Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge IJCAI 2022 Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022 Non-Autoregressive Chinese ASR Error Correction with Phonological Training NAACL 2022 Deep Differential Amplifier for Extractive Summarization ACL 2021 Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences AAAI 2021 Deep Differential Amplifier for Extractive Summarization IJCNLP 2021 SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map EMNLP 2021 TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network EMNLP 2021 Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network AAAI 2020 Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020 Graph Geometry Interaction Learning NIPS 2020