Yi Cai

71 papers · 2016–2026 · 10 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (9) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (118) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (10) 🏠 Conference Loyalist (24) 🤝 Dynamic Duo (15) 🔬 Deep Specialist (12) 🧬 Topic Evolution 🏆 Keyword Champion (7) 🗃️ Keyword Collector (309) 🚀 Conference Pioneer 🔥 Unstoppable (7) 💎 Century Club (68) ⚡ Prolific Year (11)

Conferences

AAAI (27) COLING (12) ACL (11) EMNLP (9) ICML (3) IJCNLP (3) IJCAI (2) NAACL (2) CVPR (1) ECCV (1)

Top co-authors

Qing Li (15) Qingbao Huang (12) Xin Wu (10) Haopeng Ren (10) Changmeng Zheng (9) Ho-fung Leung (9) Jiayuan Xie (9) Guohua Wang (6) Li Yuan (6) Jiexin Wang (6)

Research topics

Keywords

named entity recognition (7) visual grounding (7) large language model (7) multimodal learning (7) representation learning (5) knowledge graph (5) attention mechanism (5) domain adaptation (5) referring expression comprehension (5) text generation (4) graph convolutional network (4) nested entity (3) visual question generation (3) knowledge editing (3) vision-language model (3) pre-trained language model (3) code generation (3) boundary detection (3) contrastive learning (3) natural language generation (3)

Papers

Rethinking Explanation Evaluation Under the Retraining Scheme AAAI 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

RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025

RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025

Ad Hoc Teamwork via Offline Goal-Based Decision Transformers ICML 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

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

Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 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

Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025

Rethinking-based Code Summarization with Chain of Comments COLING 2025

GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation ICML 2025

Abstract-level Deductive Reasoning for Pre-trained Language Models COLING 2024

On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box ICML 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

Updating Large Language Models’ Memories with Time Constraints EMNLP 2024

Knowledge-Guided Cross-Topic Visual Question Generation COLING 2024

A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation COLING 2024

Beyond Code: Evaluate Thought Steps for Complex Code Generation COLING 2024

Grounded Multimodal Procedural Entity Recognition for Procedural Documents: A New Dataset and Baseline COLING 2024

PoRank: A Practical Framework for Learning to Rank Policies IJCAI 2024

Step Feasibility-Aware and Error-Correctable Entailment Tree Generation COLING 2024

Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View 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

Improving Named Entity Recognition via Bridge-based Domain Adaptation 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

Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022

Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline COLING 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

CLOSE: Curriculum Learning on the Sharing Extent towards Better One-Shot NAS ECCV 2022

Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees AAAI 2021

Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing AAAI 2021

A Double Phases Generation Network for Yes or No Question Generation (Student Abstract) AAAI 2021

Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) AAAI 2021

An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021

Information Block Detection in Infographic Based on Spatial Proximity and Structural Similarity (Student Abstract) AAAI 2021

IgSEG: Image-guided Story Ending Generation IJCNLP 2021

IgSEG: Image-guided Story Ending Generation ACL 2021

A Nested Named Entity Recognition Model Based on Multi-agent Communication Mechanism (Student Abstract) AAAI 2021

ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization NAACL 2021

Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract) AAAI 2021

Controllable Abstractive Sentence Summarization with Guiding Entities COLING 2020

Aligned Dual Channel Graph Convolutional Network for Visual Question Answering ACL 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

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