Yuan-Fang Li

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 175

Top Venues

Publications

Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Yuan-Fang Li, Cunjian Chen, Yu Qiao
Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models. CoRR (2024)
Jingqi Kang, Tongtong Wu, Jinming Zhao, Guitao Wang, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Towards Event Extraction from Speech with Contextual Clues. CoRR (2024)
Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min
HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. CoRR (2024)
Tongtong Wu, Linhao Luo, Yuan-Fang Li, Shirui Pan, Thuy-Trang Vu, Gholamreza Haffari
Continual Learning for Large Language Models: A Survey. CoRR (2024)
Farhad Moghimifar, Yuan-Fang Li, Robert Thomson, Gholamreza Haffari
Modelling Political Coalition Negotiations Using LLM-based Agents. CoRR (2024)
Jingqi Kang, Tongtong Wu, Jinming Zhao, Guitao Wang, Yinwei Wei, Hao Yang, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Double Mixture: Towards Continual Event Detection from Speech. CoRR (2024)
Huifang Du, Xuejing Feng, Jun Ma, Meng Wang, Shiyu Tao, Yijie Zhong, Yuan-Fang Li, Haofen Wang
Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models. CoRR (2024)
Tao He, Tongtong Wu, Dongyang Zhang, Guiduo Duan, Ke Qin, Yuan-Fang Li
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning. CoRR (2024)
Wannita Takerngsaksiri, Chakkrit Tantithamthavorn, Yuan-Fang Li
Syntax-aware on-the-fly code completion. Inf. Softw. Technol. 165 (2024)
Jingjing Xu, Caesar Wu, Yuan-Fang Li, Grégoire Danoy, Pascal Bouvry
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting. CoRR (2024)
Tongtong Wu, Weigang Wu, Xingyu Wang, Kang Xu, Suyu Ma, Bo Jiang, Ping Yang, Zhenchang Xing, Yuan-Fang Li, Gholamreza Haffari
VersiCode: Towards Version-controllable Code Generation. CoRR (2024)
Gloria Milena Fernández Nieto, Zachari Swiecki, Yi-Shan Tsai, Lele Sha, Yinwei Wei, Jim Wen, Yuheng Li, Yueqiao Jin, Iván Silva Feraud, Yuan-Fang Li, Weiqing Wang, Guanliang Chen, Dragan Gasevic
Co-designing a knowledge management tool for educator communities of practice. Conference on Designing Interactive Systems (2024)
Minh-Vuong Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs. CoRR (2024)
Han Liu, Yinwei Wei, Xuemeng Song, Weili Guan, Yuan-Fang Li, Liqiang Nie
MMGRec: Multimodal Generative Recommendation with Transformer Model. CoRR (2024)
Linhao Luo, Yuan-Fang Li, Reza Haf, Shirui Pan
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning. ICLR (2024)
Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Ziwei Liu, Yuan-Fang Li, Cunjian Chen, Yu Qiao
Latte: Latent Diffusion Transformer for Video Generation. CoRR (2024)
Wannita Takerngsaksiri, Rujikorn Charakorn, Chakkrit Tantithamthavorn, Yuan-Fang Li
TDD Without Tears: Towards Test Case Generation from Requirements through Deep Reinforcement Learning. CoRR (2024)
Fatemeh Shiri, Van Nguyen, Farhad Moghimifar, John Yoo, Gholamreza Haffari, Yuan-Fang Li
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs. CoRR (2024)
Thi Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs. ACL (Findings) (2024)
Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, Ming Li, Zhao Li
Toward Graph Self-Supervised Learning With Contrastive Adjusted Zooming. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (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
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. ICLR (2024)
Huifang Du, Shuqin Li, Minghao Wu, Xuejing Feng, Yuan-Fang Li, Haofen Wang
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue. CoRR (2024)
Cristian Rojas, Frank Algra-Maschio, Mark Andrejevic, Travis Coan, John Cook, Yuan-Fang Li
Augmented CARDS: A machine learning approach to identifying triggers of climate change misinformation on Twitter. CoRR (2024)
Jingjing Xu, Caesar Wu, Yuan-Fang Li, Pascal Bouvry
Transformer Multivariate Forecasting: Less is More? CoRR (2024)
Tuan-Luc Huynh, Thuy-Trang Vu, Weiqing Wang, Yinwei Wei, Trung Le, Dragan Gasevic, Yuan-Fang Li, Thanh-Toan Do
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval. CoRR (2024)
Lianli Gao, Xinyu Lyu, Yuyu Guo, Yuxuan Hu, Yuan-Fang Li, Lu Xu, Heng Tao Shen, Jingkuan Song
Informative Scene Graph Generation via Debiasing. CoRR (2023)
Songlin Zhai, Weiqing Wang, Yuan-Fang Li, Yuan Meng
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space. AAAI (2023)
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. CoRR (2023)
Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan
How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? CoRR (2023)
Tongtong Wu, Fatemeh Shiri, Jingqi Kang, Guilin Qi, Gholamreza Haffari, Yuan-Fang Li
KC-GEE: knowledge-based conditioning for generative event extraction. World Wide Web (WWW) 26 (6) (2023)
Terry Yue Zhuo, Zhuang Li, Yujin Huang, Fatemeh Shiri, Weiqing Wang, Gholamreza Haffari, Yuan-Fang Li
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex. EACL (2023)
Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text. CoRR (2023)
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
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. CoRR (2023)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Towards a Unified Transformer-based Framework for Scene Graph Generation and Human-object Interaction Detection. CoRR (2023)
Xiaoyu Guo, Yuan-Fang Li, Reza Haf
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding. EMNLP (2023)
Junchen Zhu, Lianli Gao, Jingkuan Song, Yuan-Fang Li, Feng Zheng, Xuelong Li, Heng Tao Shen
Label-Guided Generative Adversarial Network for Realistic Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Songlin Zhai, Weiqing Wang, Yuan-Fang Li, Yuan Meng
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-Gaussian Space. CoRR (2023)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
State-Aware Compositional Learning Toward Unbiased Training for Scene Graph Generation. IEEE Trans. Image Process. 32 (2023)
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. CoRR (2023)
Farhad Moghimifar, Shilin Qu, Tongtong Wu, Yuan-Fang Li, Gholamreza Haffari
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery. CoRR (2023)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Toward a Unified Transformer-Based Framework for Scene Graph Generation and Human-Object Interaction Detection. IEEE Trans. Image Process. 32 (2023)
Shilin Qu, Weiqing Wang, Yuan-Fang Li, Xin Zhou, Fajie Yuan
Hypergraph Node Representation Learning with One-Stage Message Passing. CoRR (2023)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Transferable and differentiable discrete network embedding for multi-domains with hierarchical knowledge distillation. Inf. Sci. 629 (2023)
Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding. CoRR (2023)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Semisupervised Network Embedding With Differentiable Deep Quantization. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan
Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Fatemeh Shiri, Farhad Moghimifar, Van Nguyen, Reza Haffari, Yuan-Fang Li
Few-shot Domain-Adaptive Visually-fused Event Detection from Text. CoRR (2023)
Caesar Wu, Yuan-Fang Li, Jian Li, Jingjing Xu, Pascal Bouvry
Trustworthy AI: Deciding What to Decide. CoRR (2023)
Xin Wang, Jeff Z. Pan, Qingpeng Zhang, Yuan-Fang Li
Editor's note: Special issue on knowledge-graph-enabled methods and applications for the future web. World Wide Web (WWW) 26 (5) (2023)
Farhad Moghimifar, Fatemeh Shiri, Reza Haffari, Yuan-Fang Li, Van Nguyen
Few-shot Domain-Adaptative Visually-fused Event Detection from Text. FUSION (2023)
Farhad Moghimifar, Shilin Qu, Tongtong Wu, Yuan-Fang Li, Gholamreza Haffari
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery. ACL (Findings) (2023)
Xun Yao, Junlong Ma, Xinrong Hu, Jie Yang, Yuan-Fang Li
Improving Machine Reading Comprehension through A Simple Masked-Training Scheme. IJCNLP (Findings) (2023)
Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, Rifat Shahriyar
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1, 500+ Language Pairs. ACL (1) (2023)
Farhad Moghimifar, Fatemeh Shiri, Van Nguyen, Yuan-Fang Li, Gholamreza Haffari
Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data. IJCNLP (2) (2023)
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. SIGIR (2023)
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning. CoRR (2023)
Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. CoRR (2023)
Terry Yue Zhuo, Zhuang Li, Yujin Huang, Yuan-Fang Li, Weiqing Wang, Gholamreza Haffari, Fatemeh Shiri
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex. CoRR (2023)
Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text. INLG (2023)
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li
Paraphrasing Techniques for Maritime QA system. CoRR (2022)
Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Towards Relation Extraction From Speech. CoRR (2022)
Pengkai Liu, Xin Wang, Qiang Fu, Yajun Yang, Yuan-Fang Li, Qingpeng Zhang
KGVQL: A knowledge graph visual query language with bidirectional transformations. Knowl. Based Syst. 250 (2022)
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li, Van Nguyen
Paraphrasing Techniques for Maritime QA system. FUSION (2022)
Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, Ning Ye, Dong Wang, Zheng Zhou
Neural Topic Modeling with Deep Mutual Information Estimation. Big Data Res. 30 (2022)
Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, Ning Ye, Dong Wang, Zheng Zhou
Neural Topic Modeling with Deep Mutual Information Estimation. CoRR (2022)
Ziyin Xin, Yujun Cai, Louis T. Dang, Hannah M. S. Burke, Jerico Revote, Natalie Charitakis, Denis Bienroth, Hieu T. Nim, Yuan-Fang Li, Mirana Ramialison
MonaGO: a novel gene ontology enrichment analysis visualisation system. BMC Bioinform. 23 (1) (2022)
Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, Gholamreza Haffari
Pretrained Language Model in Continual Learning: A Comparative Study. ICLR (2022)
Wannita Takerngsaksiri, Chakkrit Tantithamthavorn, Yuan-Fang Li
Syntax-Aware On-the-Fly Code Completion. CoRR (2022)
Jincai Chen, Sheng Zhang, Jiangfeng Zeng, Fuhao Zou, Yuan-Fang Li, Tao Liu, Ping Lu
Multi-level, multi-modal interactions for visual question answering over text in images. World Wide Web 25 (4) (2022)
Ming Jin, Yuan-Fang Li, Shirui Pan
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs. NeurIPS (2022)
Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
Complex Reading Comprehension Through Question Decomposition. CoRR (2022)
Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen
Structured Two-stream Attention Network for Video Question Answering. CoRR (2022)
Jiayi Chen, Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
Teaching Neural Module Networks to Do Arithmetic. CoRR (2022)
Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Towards relation extraction from speech. EMNLP (2022)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Towards Open-Vocabulary Scene Graph Generation with Prompt-Based Finetuning. ECCV (28) (2022)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning. CoRR (2022)
Qiu Ji, Weizhuo Li, Shiqi Zhou, Guilin Qi, Yuan-Fang Li
Benchmark construction and experimental evaluations for incoherent ontologies. Knowl. Based Syst. 239 (2022)
Jiayi Chen, Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
Teaching Neural Module Networks to Do Arithmetic. COLING (2022)
Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan
Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs. CoRR (2022)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Unsupervised Domain-adaptive Hash for Networks. CoRR (2021)
Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li
Semantic Compositional Learning for Low-shot Scene Graph Generation. CoRR (2021)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Semi-supervised Network Embedding with Differentiable Deep Quantisation. CoRR (2021)
Ming Jin, Yixin Liu, Yu Zheng, Lianhua Chi, Yuan-Fang Li, Shirui Pan
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning. CIKM (2021)
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. EMNLP (Findings) (2021)
Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. CoRR (2021)
Sizhuo Li, Weixue Chen, Baozhu Liu, Pengkai Liu, Xin Wang, Yuan-Fang Li
OntoSP: Ontology-Based Semantic-Aware Partitioning on RDF Graphs. WISE (1) (2021)
Sheng Zhang, Min Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu
Multimodal feature-wise co-attention method for visual question answering. Inf. Fusion 73 (2021)
Lianli Gao, Tangming Chen, Xiangpeng Li, Pengpeng Zeng, Lei Zhao, Yuan-Fang Li
Generalized pyramid co-attention with learnable aggregation net for video question answering. Pattern Recognit. 120 (2021)
Tahmid Hasan, Abhik Bhattacharjee, Md. Saiful Islam, Kazi Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages. ACL/IJCNLP (Findings) (2021)
Tahmid Hasan, Abhik Bhattacharjee, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, Rifat Shahriyar
CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs. CoRR (2021)
Sheng Zhang, Min Chen, Jincai Chen, Yuan-Fang Li, Yiling Wu, Minglei Li, Chuanbo Zhu
Combining cross-modal knowledge transfer and semi-supervised learning for speech emotion recognition. Knowl. Based Syst. 229 (2021)
Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction. CoRR (2021)
Zhipeng Gao, Xin Xia, David Lo, John C. Grundy, Yuan-Fang Li
Code2Que: a tool for improving question titles from mined code snippets in stack overflow. ESEC/SIGSOFT FSE (2021)
Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li
Exploiting Scene Graphs for Human-Object Interaction Detection. CoRR (2021)
Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning. CoRR (2021)
Yong-Bin Kang, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Natalie Wieland, Elizabeth Kollias, Hung Du, Steven Thomson, Yuan-Fang Li
An AI-based Solution for Enhancing Delivery of Digital Learning for Future Teachers. CoRR (2021)
Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, Sheng Bi
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection. CoRR (2021)
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. CoRR (2021)
Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. EMNLP (Findings) (2021)
Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning. IJCAI (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yuan-Fang Li