Yuan-Fang Li

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Gholamreza (Reza) HaffariProfessor and ARC Future Fellow, DSAI Dept, Monash UniversityVerified email at monash.edu
Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityVerified email at griffith.edu.au
Yong-Bin KangSwinburne University of TechnologyVerified email at swin.edu.au
Lianli GaoUESTCVerified email at uestc.edu.cn
Guilin QiSoutheast UniversityVerified email at seu.edu.cn
Jane HunterThe University of QueenslandVerified email at itee.uq.edu.au
Jin Song DongProfessor of Computer Science, National University of SingaporeVerified email at nus.edu.sg
Tongtong WuResearch Fellow @ Monash UniversityVerified email at monash.edu
Hongyu ZhangChongqing UniversityVerified email at newcastle.edu.au
Ming JinAssistant Professor, School of ICT, Griffith UniversityVerified email at griffith.edu.au
Ganesh RamakrishnanProfessor, Department of Computer Science and Engineering, Indian Institute of Technology BombayVerified email at cse.iitb.ac.in
Jeff Z. PanUniversity of EdinburghVerified email at ed.ac.uk
Tao HeUESTCVerified email at uestc.edu.cn
Weiqing WangMonash University, Senior LecturerVerified email at monash.edu
Shonali KrishnaswamyMonash UniversityVerified email at i2r.a-star.edu.sg
vishwajeet kumarStaff Research Scientist, IBM Research AIVerified email at in.ibm.com
Fatemeh ShiriResearch Fellow Monash UniversityVerified email at monash.edu
Yuncheng HuaMonash UniversityVerified email at monash.edu
Sun JunProfessor of SCIS, SMUVerified email at smu.edu.sg
Heng Tao SHENForeign Member of Academia Europaea, Fellow of ACM/IEEE/OSA, UESTCVerified email at uestc.edu.cn

Yuan-Fang Li

Monash University

Verified email at monash.edu - Homepage

Large language model Knowledge graphs natural language processing


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XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages T Hasan, A Bhattacharjee, MS Islam, K Samin, YF Li, YB Kang, ... arXiv preprint arXiv:2106.13822, 2021	284	2021
Time-llm: Time series forecasting by reprogramming large language models M Jin, S Wang, L Ma, Z Chu, JY Zhang, X Shi, PY Chen, Y Liang, YF Li, ... arXiv preprint arXiv:2310.01728, 2023	206	2023
Formal semantics and verification for feature modeling J Sun, H Zhang, YF Li, H Wang Engineering of Complex Computer Systems, 2005. ICECCS 2005. Proceedings …, 2005	204	2005
Verifying feature models using OWL HH Wang, YF Li, J Sun, H Zhang, J Pan Journal of web semantics 5 (2), 117-129, 2007	180	2007
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning M Jin, Y Zheng, YF Li, C Gong, C Zhou, S Pan arXiv preprint arXiv:2105.05682, 2021	155	2021
Measuring design complexity of semantic web ontologies H Zhang, YF Li, HBK Tan Journal of Systems and Software 83 (5), 803-814, 2010	148	2010
Two decades of Web application testing—A survey of recent advances YF Li, PK Das, DL Dowe Information Systems 43, 20-54, 2014	133	2014
A semantic web approach to feature modeling and verification H Wang, YF Li, J Sun, H Zhang, J Pan Workshop on Semantic Web Enabled Software Engineering (SWESE’05), 46, 2005	131	2005
Reasoning on graphs: Faithful and interpretable large language model reasoning L Luo, YF Li, G Haffari, S Pan arXiv preprint arXiv:2310.01061, 2023	96	2023
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning M Jin, Y Liu, Y Zheng, L Chi, YF Li, S Pan Proceedings of the 30th ACM International Conference on Information …, 2021	94	2021
Predicting reasoning performance using ontology metrics YB Kang, YF Li, S Krishnaswamy International Semantic Web Conference, 198-214, 2012	88	2012
Multivariate time series forecasting with dynamic graph neural odes M Jin, Y Zheng, YF Li, S Chen, B Yang, S Pan IEEE Transactions on Knowledge and Data Engineering, 2022	84	2022
Pretrained Language Model in Continual Learning: A Comparative Study T Wu, M Caccia, Z Li, YF Li, G Qi, G Haffari International Conference on Learning Representations, 2021	76	2021
Structured two-stream attention network for video question answering L Gao, P Zeng, J Song, YF Li, W Liu, T Mei, HT Shen Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6391-6398, 2019	74	2019
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction T Wu, X Li, YF Li, R Haffari, G Qi, Y Zhu, G Xu arXiv preprint arXiv:2101.01926, 2021	73	2021
Difficulty-Controllable Multi-hop Question Generation from Knowledge Graphs V Kumar, Y Hua, G Ramakrishnan, G Qi, L Gao, YF Li International Semantic Web Conference, 382-398, 2019	70	2019
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs M Jin, YF Li, S Pan Advances in Neural Information Processing Systems, 2022	69	2022
CrossSum: Beyond English-centric cross-lingual summarization for 1,500+ language pairs A Bhattacharjee, T Hasan, W Ahmad, YF Li, YB Kang, R Shahriyar Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023	67*	2023
An ontology-centric architecture for extensible scientific data management systems YF Li, G Kennedy, F Ngoran, P Wu, J Hunter Future Generation Computer Systems 29 (2), 641-653, 2013	66	2013
Latte: Latent Diffusion Transformer for Video Generation X Ma, Y Wang, G Jia, X Chen, Z Liu, YF Li, C Chen, Y Qiao arXiv preprint arXiv:2401.03048, 2024	59	2024

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