Yuan-Fang Li

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Gholamreza (Reza) HaffariMonash University and Openstream AIVerified 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
Ming JinAssistant Professor, School of ICT, Griffith UniversityVerified email at griffith.edu.au
Jane HunterThe University of QueenslandVerified email at itee.uq.edu.au
Tongtong WuResearch Fellow @ Monash UniversityVerified email at monash.edu
Jin Song DongProfessor of Computer Science, National University of SingaporeVerified email at nus.edu.sg
Tao HeUESTCVerified email at uestc.edu.cn
Hongyu ZhangChongqing UniversityVerified email at newcastle.edu.au
Weiqing WangARC DECRA Fellow and Senior Lecturer in Monash UniversityVerified email at monash.edu
Ganesh RamakrishnanProfessor, Department of Computer Science and Engineering, Indian Institute of Technology BombayVerified email at cse.iitb.ac.in
Jeff Z. PanProfessor of Knowledge Computing, University of EdinburghVerified email at ed.ac.uk
Shonali KrishnaswamyMonash UniversityVerified email at i2r.a-star.edu.sg
vishwajeet kumarStaff Research Scientist, IBM Research AIVerified email at in.ibm.com
Fatemeh ShiriLecturer, School of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Yuncheng HuaUNSW SydneyVerified email at unsw.edu.au
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

Oracle, Monash University

Verified email at monash.edu - Homepage

Large language model Knowledge graphs natural language processing


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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	550	2023
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	380	2021
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	231	2024
Reasoning on graphs: Faithful and interpretable large language model reasoning L Luo, YF Li, G Haffari, S Pan arXiv preprint arXiv:2310.01061, 2023	226	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	197	2005
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	182	2021
Verifying feature models using OWL HH Wang, YF Li, J Sun, H Zhang, J Pan Journal of web semantics 5 (2), 117-129, 2007	174	2007
Measuring design complexity of semantic web ontologies H Zhang, YF Li, HBK Tan Journal of Systems and Software 83 (5), 803-814, 2010	151	2010
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	141	2022
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	136	2021
Two decades of Web application testing—A survey of recent advances YF Li, PK Das, DL Dowe Information Systems 43, 20-54, 2014	130	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	127	2005
Continual Learning for Large Language Models: A Survey T Wu, L Luo, YF Li, S Pan, TT Vu, G Haffari arXiv preprint arXiv:2402.01364, 2024	126	2024
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	97	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	96	2021
Predicting reasoning performance using ontology metrics YB Kang, YF Li, S Krishnaswamy International Semantic Web Conference, 198-214, 2012	90	2012
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	80	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	79	2021
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	77*	2023
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	77	2019

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