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Yuan-Fang Li

Monash University, Clayton, VIC, Australia

23 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4651-2821 ↗Homepage ↗

Venues

EMNLP ×5AAAI ×2ACL ×2ACM MM ×2CVPR ×2ICLR ×2NAACL ×2ECML-PKDD ×1ICCV ×1ICML ×1ICRA ×1IJCAI ×1MICCAI ×1

Frequent coauthors

Wen Yin
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Linhao Luo
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Tuan-Luc Huynh
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Huifang Du
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Jiyang Zheng
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Xin Ma
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Cong Duy Vu Hoang
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Rihui Jin
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Boying Li
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Meng Chen
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Xin Hu
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Islam Nassar
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Papers

  1. MedDCR: Learning to Design Agentic Workflows for Medical Coding
    ACL 2026 ·
    Jiyang Zheng
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  2. TiCAL: Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
    AAAI 2026 ·
    Wen Yin
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  3. Consistent and Controllable Image Animation with Motion Diffusion Models
    CVPR 2025 ·
    Xin Ma
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  4. Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs
    NAACL 2025 ·
    Cong Duy Vu Hoang
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  5. Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
    ICML 2025 ·
    Linhao Luo
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  6. HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
    AAAI 2025 ·
    Rihui Jin
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  7. Hier-SLAM: Scaling-Up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting
    ICRA 2025 ·
    Boying Li
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  8. Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition
    CVPR 2025 ·
    Wen Yin
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  9. Mastering the Craft of Data Synthesis for CodeLLMs
    NAACL 2025 ·
    Meng Chen
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  10. MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora
    EMNLP 2025 ·
    Tuan-Luc Huynh
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  11. PromptDSI: Prompt-Based Rehearsal-Free Continual Learning for Document Retrieval
    ECML-PKDD 2025 ·
    Tuan-Luc Huynh
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  12. SPADE: Spatial-Aware Denoising Network for Open-Vocabulary Panoptic Scene Graph Generation with Long- and Local-Range Context Reasoning
    ICCV 2025 ·
    Xin Hu
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  13. Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
    EMNLP 2025 ·
    Islam Nassar
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  14. An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models
    EMNLP 2024 ·
    Fatemeh Shiri
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  15. DCDiff: Dual-Domain Conditional Diffusion for CT Metal Artifact Reduction
    MICCAI 2024 ·
    Ruochong Shen
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  16. Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
    ACL 2024 ·
    Thi Nguyen
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  17. Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration
    EMNLP 2024 ·
    Peng Chen
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  18. Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
    ICLR 2024 ·
    Linhao Luo
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  19. Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue
    EMNLP 2024 ·
    Huifang Du
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  20. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    ICLR 2024 ·
    Ming Jin
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  21. Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
    ACM MM 2024 ·
    Muquan Li
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  22. Towards Open-vocabulary HOI Detection with Calibrated Vision-language Models and Locality-aware Queries
    ACM MM 2024 ·
    Zhenhao Yang
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  23. Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models
    IJCAI 2024 ·
    Huifang Du
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