Li, Yuan-Fang

23 publications

CVPR 2025 Consistent and Controllable Image Animation with Motion Diffusion Models Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Tien-Tsin Wong, Yuan-Fang Li, Cunjian Chen

ICML 2025 Graph-Constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan

AAAI 2025 HeGTa: Leveraging Heterogeneous Graph-Enhanced Large Language Models for Few-Shot Complex Table Understanding Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

CVPR 2025 Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition Wen Yin, Yong Wang, Guiduo Duan, Dongyang Zhang, Xin Hu, Yuan-Fang Li, Tao He

TMLR 2025 Latte: Latent Diffusion Transformer for Video Generation Xin Ma, Yaohui Wang, Xinyuan Chen, Gengyun Jia, Ziwei Liu, Yuan-Fang Li, Cunjian Chen, Yu Qiao

ECML-PKDD 2025 PromptDSI: Prompt-Based Rehearsal-Free Continual Learning for Document Retrieval Tuan-Luc Huynh, Thuy-Trang Vu, Weiqing Wang, Yinwei Wei, Trung Le, Dragan Gasevic, Yuan-Fang Li, Thanh-Toan Do

ICCV 2025 SPADE: Spatial-Aware Denoising Network for Open-Vocabulary Panoptic Scene Graph Generation with Long- and Local-Range Context Reasoning Xin Hu, Ke Qin, Guiduo Duan, Ming Li, Yuan-Fang Li, Tao He

ICLR 2024 Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan

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

IJCAI 2024 Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models Huifang Du, Xuejing Feng, Jun Ma, Meng Wang, Shiyu Tao, Yijie Zhong, Yuan-Fang Li, Haofen Wang

AAAI 2023 DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-Gaussian Space Songlin Zhai, Weiqing Wang, Yuan-Fang Li, Yuan Meng

NeurIPS 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs Ming Jin, Yuan-Fang Li, Shirui Pan

ICLR 2022 Pretrained Language Model in Continual Learning: A Comparative Study Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, Gholamreza Haffari

ECCV 2022 Towards Open-Vocabulary Scene Graph Generation with Prompt-Based Finetuning Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li

AAAI 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu, Xuekai Li, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu

ICCV 2021 Exploiting Scene Graphs for Human-Object Interaction Detection Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li

IJCAI 2021 Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan

AAAI 2021 Towards Balanced Defect Prediction with Better Information Propagation Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, Guilin Qi

IJCAI 2020 Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li

IJCAI 2020 Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-Learning Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

IJCAI 2019 One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Networks Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, Jingkuan Song

AAAI 2019 Structured Two-Stream Attention Network for Video Question Answering Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen

AAAI 2014 How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance Yong-Bin Kang, Jeff Z. Pan, Shonali Krishnaswamy, Wudhichart Sawangphol, Yuan-Fang Li