Fangyu Liu

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Nigel CollierProfessor of Natural Language Processing, University of CambridgeVerified email at cam.ac.uk
Ehsan ShareghiAssistant Professor, Monash UniversityVerified email at monash.edu
Zaiqiao MengLecturer (Assistant Professor) at University of GlasgowVerified email at cam.ac.uk
Ivan VulićPrincipal Research Associate, University of Cambridge & PolyAIVerified email at cam.ac.uk
Anna KorhonenProfessor, Computer Science and Linguistics, University of CambridgeVerified email at cam.ac.uk
Julian Martin EisenschlosNLP Researcher, Google DeepMindVerified email at google.com
Muhao ChenAssistant Professor of Computer Science, University of California, DavisVerified email at ucdavis.edu
Rongtian YePhD student, Aalto UniversityVerified email at aalto.fi
Yixuan SuResearch Scientist at CohereVerified email at cohere.com
Wenxuan ZhouUniversity of Southern CaliforniaVerified email at usc.edu
Mandar JoshiGoogle AIVerified email at google.com
Kenton LeeGoogle DeepMindVerified email at google.com
Marco BasaldellaAmazonVerified email at amazon.co.uk
Edoardo M. PontiUniversity of Edinburgh / University of CambridgeVerified email at ed.ac.uk
Desmond ElliottAssistant Professor, University of CopenhagenVerified email at di.ku.dk
Emanuele BugliarelloResearch Scientist, GoogleVerified email at google.com
Siva ReddyAssistant Professor, Computer Science and Linguistics, McGill University, MilaVerified email at cs.mcgill.ca
Francesco PiccinnoGoogle DeepMindVerified email at google.com
Syrine KricheneGoogleVerified email at google.com
Yasemin AltunGoogle ResearchVerified email at google.com

Fangyu Liu

Research Scientist, Google DeepMind

Verified email at google.com - Homepage

Large Language Models NLP Computer Vision Multimodal Deep Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Self-Alignment Pretraining for Biomedical Entity Representations F Liu, E Shareghi, Z Meng, M Basaldella, N Collier NAACL 2021, 2021	186	2021
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds F Liu, S Li, L Zhang, C Zhou, R Ye, Y Wang, J Lu ICCV 2017, 2017	130	2017
Visual Pivoting for (Unsupervised) Entity Alignment F Liu, M Chen, D Roth, N Collier AAAI 2021, 2021	82	2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders F Liu, I Vulić, A Korhonen, N Collier EMNLP 2021, 2021	81	2021
Visually Grounded Reasoning across Languages and Cultures F Liu, E Bugliarello, EM Ponti, S Reddy, N Collier, D Elliott EMNLP 2021, 2021	78	2021
Large-scale urban point cloud labeling and reconstruction L Zhang, Z Li, A Li, F Liu ISPRS Journal of Photogrammetry and Remote Sensing 138, 86-100, 2018	71	2018
Contrastive Out-of-Distribution Detection for Pretrained Transformers W Zhou, F Liu, M Chen EMNLP 2021, 2021	66	2021
COMETA: A Corpus for Medical Entity Linking in the Social Media M Basaldella, F Liu, E Shareghi, N Collier EMNLP 2020, 2020	62	2020
Language models can see: plugging visual controls in text generation Y Su, T Lan, Y Liu, F Liu, D Yogatama, Y Wang, L Kong, N Collier arXiv preprint arXiv:2205.02655, 2022	55	2022
Pix2Struct: Screenshot parsing as pretraining for visual language understanding K Lee, M Joshi, I Turc, H Hu, F Liu, J Eisenschlos, U Khandelwal, P Shaw, ... ICML 2023, 2023	51	2023
A hierarchical methodology for urban facade parsing from TLS point clouds Z Li, L Zhang, PT Mathiopoulos, F Liu, L Zhang, S Li, H Liu ISPRS Journal of Photogrammetry and Remote Sensing 123, 75-93, 2017	45	2017
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks R Ye, F Liu, L Zhang Lecture Notes in Computer Science: Advances in Artificial Intelligence 11489 …, 2019	44*	2019
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Y Su, F Liu, Z Meng, L Shu, E Shareghi, N Collier NAACL-Findings 2022, 2022	38	2022
Visual Spatial Reasoning F Liu, G Emerson, N Collier TACL, 2023	37	2023
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking F Liu, I Vulic, A Korhonen, N Collier ACL-IJCNLP 2021, 2021	36	2021
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation JH Huang, CHH Yang, F Liu, M Tian, YC Liu, TW Wu, I Lin, K Wang, ... WACV 2021, 2021	35	2021
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? G Chen, F Liu, Z Meng, S Liang EMNLP 2022, 2022	34	2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages E Bugliarello, F Liu, J Pfeiffer, S Reddy, D Elliott, EM Ponti, I Vulić ICML 2022, 2022	32	2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media J Camacho-Collados, K Rezaee, T Riahi, A Ushio, D Loureiro, D Antypas, ... EMNLP 2022 (demo track), 2022	32	2022
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs F Liu, R Ye, X Wang*, S Li AAAI 2020, 2020	32	2020

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