PPaperPicks

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

Tao He
×5
Long Duong
×4
Guiduo Duan
×4
Xin Hu
×3
Linhao Luo
×3
Gholamreza Haffari
×3
Shirui Pan
×3
Dongyang Zhang
×3
Thuy-Trang Vu
×3
Islam Nassar
×2
Thanh Vu
×2
Xu Zhong
×2

Papers

  1. MedDCR: Learning to Design Agentic Workflows for Medical Coding
    ACL 2026 ·
    Jiyang Zheng
    ,
    Islam Nassar
    ,
    Thanh Vu
    ,
    Xu Zhong
    ,
    Yang Lin
    ,
    Tongliang Liu
    ,
    Long Duong
    , Yuan-Fang Li
  2. TiCAL: Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
    AAAI 2026 ·
    Wen Yin
    ,
    Siyu Zhan
    ,
    Cencen Liu
    ,
    Xin Hu
    ,
    Guiduo Duan
    ,
    Xiurui Xie
    , Yuan-Fang Li,
    Tao He
  3. Consistent and Controllable Image Animation with Motion Diffusion Models
    CVPR 2025 ·
    Xin Ma
    ,
    Yaohui Wang
    ,
    Gengyun Jia
    ,
    Xinyuan Chen
    ,
    Tien-Tsin Wong
    , Yuan-Fang Li,
    Cunjian Chen
  4. Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs
    NAACL 2025 ·
    Cong Duy Vu Hoang
    ,
    Gioacchino Tangari
    ,
    Clémence Lanfranchi
    ,
    Dalu Guo
    ,
    Paul Cayet
    ,
    Steve Siu
    ,
    Don Dharmasiri
    , Yuan-Fang Li,
    Long Duong
    ,
    Damien Hilloulin
    ,
    Rhicheek Patra
    ,
    Sungpack Hong
    ,
    Hassan Chafi
  5. Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
    ICML 2025 ·
    Linhao Luo
    ,
    Zicheng Zhao
    ,
    Gholamreza Haffari
    , Yuan-Fang Li,
    Chen Gong
    ,
    Shirui Pan
  6. HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
    AAAI 2025 ·
    Rihui Jin
    ,
    Yu Li
    ,
    Guilin Qi
    ,
    Nan Hu
    , Yuan-Fang Li,
    Jiaoyan Chen
    ,
    Jianan Wang
    ,
    Yongrui Chen
    ,
    Dehai Min
    ,
    Sheng Bi
  7. Hier-SLAM: Scaling-Up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting
    ICRA 2025 ·
    Boying Li
    ,
    Zhixi Cai
    , Yuan-Fang Li,
    Ian Reid
    ,
    Hamid Rezatofighi
  8. Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition
    CVPR 2025 ·
    Wen Yin
    ,
    Yong Wang
    ,
    Guiduo Duan
    ,
    Dongyang Zhang
    ,
    Xin Hu
    , Yuan-Fang Li,
    Tao He
  9. Mastering the Craft of Data Synthesis for CodeLLMs
    NAACL 2025 ·
    Meng Chen
    ,
    Philip Arthur
    ,
    Qianyu Feng
    ,
    Cong Duy Vu Hoang
    ,
    Yu-Heng Hong
    ,
    Mahdi Kazemi Moghaddam
    ,
    Omid Nezami
    ,
    Duc Thien Nguyen
    ,
    Gioacchino Tangari
    ,
    Duy Vu
    ,
    Thanh Vu
    ,
    Mark Johnson
    ,
    Krishnaram Kenthapadi
    ,
    Don Dharmasiri
    ,
    Long Duong
    , Yuan-Fang Li
  10. MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora
    EMNLP 2025 ·
    Tuan-Luc Huynh
    ,
    Thuy-Trang Vu
    ,
    Weiqing Wang
    ,
    Trung Le
    ,
    Dragan Gasevic
    , Yuan-Fang Li,
    Thanh-Toan Do
  11. PromptDSI: Prompt-Based Rehearsal-Free Continual Learning for Document Retrieval
    ECML-PKDD 2025 ·
    Tuan-Luc Huynh
    ,
    Thuy-Trang Vu
    ,
    Weiqing Wang
    ,
    Yinwei Wei
    ,
    Trung Le
    ,
    Dragan Gasevic
    , Yuan-Fang Li,
    Thanh-Toan Do
  12. SPADE: Spatial-Aware Denoising Network for Open-Vocabulary Panoptic Scene Graph Generation with Long- and Local-Range Context Reasoning
    ICCV 2025 ·
    Xin Hu
    ,
    Ke Qin
    ,
    Guiduo Duan
    ,
    Ming Li
    , Yuan-Fang Li,
    Tao He
  13. Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
    EMNLP 2025 ·
    Islam Nassar
    ,
    Yang Lin
    ,
    Yuan Jin
    ,
    Rongxin Zhu
    ,
    Chang Wei Tan
    ,
    Zenan Zhai
    ,
    Nitika Mathur
    ,
    Thanh Tien Vu
    ,
    Xu Zhong
    ,
    Long Duong
    , Yuan-Fang Li
  14. An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models
    EMNLP 2024 ·
    Fatemeh Shiri
    ,
    Xiao-Yu Guo
    ,
    Mona Far
    ,
    Xin Yu
    ,
    Reza Haf
    , Yuan-Fang Li
  15. DCDiff: Dual-Domain Conditional Diffusion for CT Metal Artifact Reduction
    MICCAI 2024 ·
    Ruochong Shen
    ,
    Xiaoxu Li
    , Yuan-Fang Li,
    Chao Sui
    ,
    Yu Peng
    ,
    Qiuhong Ke
  16. Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
    ACL 2024 ·
    Thi Nguyen
    ,
    Linhao Luo
    ,
    Fatemeh Shiri
    ,
    Dinh Phung
    , Yuan-Fang Li,
    Thuy-Trang Vu
    ,
    Gholamreza Haffari
  17. Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration
    EMNLP 2024 ·
    Peng Chen
    ,
    Xiao-Yu Guo
    , Yuan-Fang Li,
    Xiaowang Zhang
    ,
    Zhiyong Feng
  18. Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
    ICLR 2024 ·
    Linhao Luo
    , Yuan-Fang Li,
    Gholamreza Haffari
    ,
    Shirui Pan
  19. Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue
    EMNLP 2024 ·
    Huifang Du
    ,
    Shuqin Li
    ,
    Minghao Wu
    ,
    Xuejing Feng
    , Yuan-Fang Li,
    Haofen Wang
  20. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    ICLR 2024 ·
    Ming Jin
    ,
    Shiyu Wang
    ,
    Lintao Ma
    ,
    Zhixuan Chu
    ,
    James Y. Zhang
    ,
    Xiaoming Shi
    ,
    Pin-Yu Chen
    ,
    Yuxuan Liang
    , Yuan-Fang Li,
    Shirui Pan
    ,
    Qingsong Wen
  21. Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
    ACM MM 2024 ·
    Muquan Li
    ,
    Dongyang Zhang
    ,
    Tao He
    ,
    Xiurui Xie
    , Yuan-Fang Li,
    Ke Qin
  22. Towards Open-vocabulary HOI Detection with Calibrated Vision-language Models and Locality-aware Queries
    ACM MM 2024 ·
    Zhenhao Yang
    ,
    Xin Liu
    ,
    Deqiang Ouyang
    ,
    Guiduo Duan
    ,
    Dongyang Zhang
    ,
    Tao He
    , Yuan-Fang Li
  23. Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models
    IJCAI 2024 ·
    Huifang Du
    ,
    Xuejing Feng
    ,
    Jun Ma
    ,
    Meng Wang
    ,
    Shiyu Tao
    ,
    Yijie Zhong
    , Yuan-Fang Li,
    Haofen Wang