Yi Cai

Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies ACL 2026 MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement ACL 2026 Rethinking Explanation Evaluation Under the Retraining Scheme AAAI 2026 SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ACL 2026 Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026 SRACG: A Code Generation Framework with Selective Retrieval Augmentation AAAI 2026 CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards ACL 2026 RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025 Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025 Rethinking-based Code Summarization with Chain of Comments COLING 2025 Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025 Ad Hoc Teamwork via Offline Goal-Based Decision Transformers ICML 2025 GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation ICML 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025 Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025 Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline EMNLP 2025 Where Confabulation Lives: Latent Feature Discovery in LLMs EMNLP 2025 Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues CVPR 2025 Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model NAACL 2025 CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction ACL 2025 Walk in Others’ Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation ACL 2025 RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025 Updating Large Language Models’ Memories with Time Constraints EMNLP 2024 On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box ICML 2024 PoRank: A Practical Framework for Learning to Rank Policies IJCAI 2024 Grounded Multimodal Procedural Entity Recognition for Procedural Documents: A New Dataset and Baseline COLING 2024 Beyond Code: Evaluate Thought Steps for Complex Code Generation COLING 2024 A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation COLING 2024 Abstract-level Deductive Reasoning for Pre-trained Language Models COLING 2024 Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024 Automated Defect Report Generation for Enhanced Industrial Quality Control AAAI 2024 Knowledge-Guided Cross-Topic Visual Question Generation COLING 2024 Step Feasibility-Aware and Error-Correctable Entailment Tree Generation COLING 2024 Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023 Linking People across Text and Images Based on Social Relation Reasoning AAAI 2023 Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023 Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023 Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023 Category-Guided Visual Question Generation (Student Abstract) AAAI 2023 Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View ACL 2023 Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline ACL 2023 Segment-Level and Category-Oriented Network for Knowledge-Based Referring Expression Comprehension ACL 2023 CLEVR-Implicit: A Diagnostic Dataset for Implicit Reasoning in Referring Expression Comprehension EMNLP 2023 Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension EMNLP 2023 Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline COLING 2022 CLOSE: Curriculum Learning on the Sharing Extent towards Better One-Shot NAS ECCV 2022 Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract) AAAI 2022 Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract) AAAI 2022 Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract) AAAI 2022 Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022 Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract) AAAI 2022 Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022 Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing AAAI 2021 IgSEG: Image-guided Story Ending Generation ACL 2021 A Double Phases Generation Network for Yes or No Question Generation (Student Abstract) AAAI 2021 An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021 IgSEG: Image-guided Story Ending Generation IJCNLP 2021 ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization NAACL 2021 Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) AAAI 2021 A Nested Named Entity Recognition Model Based on Multi-agent Communication Mechanism (Student Abstract) AAAI 2021 Information Block Detection in Infographic Based on Spatial Proximity and Structural Similarity (Student Abstract) AAAI 2021 Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract) AAAI 2021 Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees AAAI 2021 Controllable Abstractive Sentence Summarization with Guiding Entities COLING 2020 Task-oriented Domain-specific Meta-Embedding for Text Classification EMNLP 2020 TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process EMNLP 2020 Aligned Dual Channel Graph Convolutional Network for Visual Question Answering ACL 2020 A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification COLING 2020 A Boundary-aware Neural Model for Nested Named Entity Recognition IJCNLP 2019 Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks EMNLP 2019 A Boundary-aware Neural Model for Nested Named Entity Recognition EMNLP 2019 Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification AAAI 2019 Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks IJCNLP 2019 Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016