Yuan-Fang Li

55 papers · 2019–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (17) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (88) 🤝 Dynamic Duo (17) 🏆 Grand Slam 🧬 Topic Evolution 💎 Century Club (54) 🚀 Conference Pioneer ⚡ Prolific Year (5) 🗃️ Keyword Collector (189) ❓ The Questioner 🔥 Unstoppable (7)

Conferences

EMNLP (12) ACL (6) IJCNLP (5) IJCAI (5) AAAI (5) COLING (3) ICLR (3) AACL (3) CONLL (2) CVPR (2) ICCV (2) NAACL (2) EACL (1) ECCV (1) ICML (1) MICCAI (1) NIPS (1)

Top co-authors

Gholamreza Haffari (17) Guilin Qi (11) Tao He (7) Tongtong Wu (7) Shirui Pan (5) Sheng Bi (5) Xiao-Yu Guo (5) Lianli Gao (5) Farhad Moghimifar (5) Fatemeh Shiri (5)

Keywords

large language model (7) question answering (6) question generation (5) few-shot learning (4) knowledge base (3) information extraction (3) text generation (3) scene graph (2) scene graph generation (2) synthetic data generation (2) semantic parsing (2) code generation (2) reinforcement learning (2) self-supervised learning (2) data augmentation (2) relation extraction (2) attention mechanism (2) visual question answering (2) contrastive learning (2) graph representation learning (2)

Papers

TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition AAAI 2026

Consistent and Controllable Image Animation with Motion Diffusion Models CVPR 2025

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models ICML 2025

Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs NAACL 2025

Mastering the Craft of Data Synthesis for CodeLLMs NAACL 2025

SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025

SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning ICCV 2025

Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025

MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora EMNLP 2025

Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition CVPR 2025

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025

Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning ICLR 2024

Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue EMNLP 2024

An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024

Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration EMNLP 2024

DCDiff: Dual-Domain Conditional Diffusion for CT Metal Artifact Reduction MICCAI 2024

Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models IJCAI 2024

Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings EMNLP 2024

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models ICLR 2024

Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings CONLL 2024

Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data AACL 2023

Improving Machine Reading Comprehension through A Simple Masked-Training Scheme AACL 2023

CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs ACL 2023

NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery ACL 2023

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023

DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding EMNLP 2023

Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data IJCNLP 2023

Improving Machine Reading Comprehension through A Simple Masked-Training Scheme IJCNLP 2023

Teaching Neural Module Networks to Do Arithmetic COLING 2022

Towards relation extraction from speech EMNLP 2022

Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NIPS 2022

Towards Open-Vocabulary Scene Graph Generation with Prompt-Based Finetuning ECCV 2022

Pretrained Language Model in Continual Learning: A Comparative Study ICLR 2022

Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text EMNLP 2021

Exploiting Scene Graphs for Human-Object Interaction Detection ICCV 2021

XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages ACL 2021

Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ACL 2021

Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021

Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection IJCNLP 2021

XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages IJCNLP 2021

Towards Balanced Defect Prediction with Better Information Propagation AAAI 2021

Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model EMNLP 2021

Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021

Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning IJCAI 2020

Understanding Unnatural Questions Improves Reasoning over Text COLING 2020

Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases COLING 2020

Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation AACL 2020

Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation IJCAI 2020

Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020

ParaQG: A System for Generating Questions and Answers from Paragraphs EMNLP 2019

ParaQG: A System for Generating Questions and Answers from Paragraphs IJCNLP 2019

Structured Two-Stream Attention Network for Video Question Answering AAAI 2019

Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text CONLL 2019

One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks IJCAI 2019