Yanan Cao

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