Ontology-enhanced subgraph reasoning with prompt learning for inductive knowledge graph completion.

Fangyu Liu Fang-Yu Liu Fangyu Liu 0001 University of Cambridge, Language Technology Lab, UK University of Waterloo, ON, Canada Beijing Normal University, Faculty of Geographical Science, China http://fangyuliu.me/ https://orcid.org/0000-0001-7038-3623 https://openreview.net/profile?id=~Fangyu_Liu1 https://ieeexplore.ieee.org/author/37086314035

Jingchao Wang 0001 Weimin Li 0001 Xinyi Zhang 0006 Qunpeng Hu Alex Munyole Luvembe Ruishen Liu Fangyu Liu Qun Jin Ontology-enhanced subgraph reasoning with prompt learning for inductive knowledge graph completion. 2026 131944 320 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.131944 db/journals/eswa/eswa320.html#WangLZHLLLJ26 streams/journals/eswa

Weina Zhang Fangyu Liu Zhe Xu Zhongqin Bi Geometry-aware and autonomous reading-order learning for OCR-free document parsing. 2026 1-16 22 Int. J. Web Inf. Syst. 1 https://doi.org/10.1108/ijwis-07-2025-0204 db/journals/ijwis/ijwis22.html#ZhangLXB26 streams/journals/ijwis

Fangyu Liu Peiwen Jiang Wenjin Wang 0001 Xingyu Zhou 0011 Jing Zhang 0031 Chao-Kai Wen Shi Jin 0002 Adaptive Semantic Speech Transmission for High-Speed Scenarios. 3060-3074 2026 25 IEEE Trans. Wirel. Commun. https://doi.org/10.1109/TWC.2025.3601158 db/journals/twc/twc25.html#LiuJWZZWJ26 streams/journals/twc

Tong Liu 0029 Fangyu Liu Graph Neural Networks for Aerodynamic Analysis of Truck Platoon Under Heterogeneous Traffic Environment. 112978-112985 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3583333 db/journals/access/access13.html#LiuL25 streams/journals/access

Tong Liu 0029 Fangyu Liu Graph Neural Networks for Evaluating the Reliability and Resilience of Infrastructure Systems: A Systematic Review of Models, Applications, and Future Directions. 164883-164904 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3611333 db/journals/access/access13.html#LiuL25a streams/journals/access

Fangyu Liu Imad L. Al-Qadi Physics-informed graph neural network for 3D spatiotemporal structural response modeling of flexible pavements. 112391 2025 162 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.112391 db/journals/eaai/eaai162.html#LiuA25 streams/journals/eaai

Jingchao Wang 0001 Weimin Li 0001 Alex Munyole Luvembe Xiao Yu Xinyi Zhang 0006 Fangyu Liu Fangfang Liu 0008 Hao Wang 0003 Zhenhai Wang Qun Jin Exploring multi-granularity contextual semantics for fully inductive knowledge graph completion. 125407 2025 260 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.125407 db/journals/eswa/eswa260.html#WangLLYZLLWWJ25 streams/journals/eswa

Guanbing Cheng Yaolin Li Wentao Zhen Fangyu Liu Effects of obstacle BR on premixed hydrogen flame propagation behaviours in obstructed duct. 93-101 2025 29 Int. J. Wirel. Mob. Comput. 1 https://doi.org/10.1504/IJWMC.2025.147621 db/journals/ijwmc/ijwmc29.html#ChengLZL25 streams/journals/ijwmc

Fangyu Liu Yongjia Xu Junlin Li Linbing Wang Graph Neural Network-Based Spatiotemporal Structural Response Modeling in Buildings. 2025 39 J. Comput. Civ. Eng. 1 https://doi.org/10.1061/jccee5.cpeng-6229 db/journals/jccee/jccee39.html#LiuXLW25 streams/journals/jccee

Xing Zhang Yongtao Cai Fangyu Liu Fuli Zhou How to dissolve the "privacy paradox" in social networks? A game approach based on privacy calculus. 6111-6138 2025 54 Kybernetes 10 https://doi.org/10.1108/k-03-2024-0544 db/journals/kybernetes/kybernetes54.html#ZhangCLZ25 streams/journals/kybernetes

Xiang Li Hao Wang Fangyu Liu Ye Li 0002 Han Zhang 0011 Fangmin Sun A Transfer Learning Method for Cross-Scenario Abnormal Running Posture Detection Based on Wearable Sensors. 9340-9351 2025 November 71 IEEE Trans. Consumer Electron. 4 https://doi.org/10.1109/TCE.2025.3600827 db/journals/tce/tce71.html#LiWLLZS25 streams/journals/tce

Fangyu Liu Hao Wang Fangmin Sun Xiangchen Li Ye Li 0002 DBMNet: Dual-Branch Multi-Modal Network With Spatial-Temporal Fusion for Objective Physical Fatigue Assessment. 12527-12538 2025 November 71 IEEE Trans. Consumer Electron. 4 https://doi.org/10.1109/TCE.2025.3618484 db/journals/tce/tce71.html#LiuWSLL25 streams/journals/tce

Fangyu Liu Peiwen Jiang Jing Zhang 0031 Wenjin Wang 0001 Chao-Kai Wen Shi Jin 0002 PD-CEViT: A Novel Pilot Pattern Design and Channel Estimation Network for OFDM Systems. 4363-4377 2025 June 73 IEEE Trans. Commun. 6 https://doi.org/10.1109/TCOMM.2024.3502687 db/journals/tcom/tcom73.html#LiuJZWWJ25 streams/journals/tcom

Fangyu Liu Hao Wang Huazhen Huang Xiang Li Ye Li 0002 Fangmin Sun A Sensor-site Hybrid Algorithm Pipeline for Locomotion and Transportation Mode Recognition. 924-929 2025 UbiComp Companion https://doi.org/10.1145/3714394.3756200 conf/huc/2025c db/conf/huc/ubicomp2025c.html#LiuWHL0S25 Hao Wang Fangyu Liu Xiang Li Huazhen Huang Ye Li 0002 Fangmin Sun MixMatch-based Semi-supervised Learning Approach for Cross-domain Locomotion and Transportation Mode Recognition. 1018-1023 2025 UbiComp Companion https://doi.org/10.1145/3714394.3756209 conf/huc/2025c db/conf/huc/ubicomp2025c.html#WangLLH0S25 Hao Wang Fangyu Liu Xiang Li Ye Li 0002 Fangmin Sun A Key Feature Screening Method for Human Activity Recognition Based on Multi-head Attention Mechanism. IJCB 2025 1-9 conf/icb/2025 https://doi.org/10.1109/IJCB65343.2025.11410796 db/conf/icb/ijcb2025.html#WangLLLS25 streams/conf/icb

Hongli Cheng Shizhong Yuan Weimin Li 0001 Xiao Yu Fangyu Liu Xiao Liu Tsigabu T. Bezabih De-accumulated error collaborative learning framework for predicting Alzheimer's disease progression. 105767 2024 89 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2023.105767 db/journals/bspc/bspc89.html#ChengYLYLLB24

Fangyu Liu Shizhong Yuan Weimin Li 0001 Qun Xu Xing Wu 0001 Ke Han Jingchao Wang 0001 Shang Miao Multi-task joint learning network based on adaptive patch pruning for Alzheimer's disease diagnosis and clinical score prediction. 106398 2024 95 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106398 db/journals/bspc/bspc95.html#LiuYLXWHWM24

Xiao Liu Weimin Li 0001 Shang Miao Fangyu Liu Ke Han Tsigabu T. Bezabih HAMMF: Hierarchical attention-based multi-task and multi-modal fusion model for computer-aided diagnosis of Alzheimer's disease. 108564 2024 176 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.108564 db/journals/cbm/cbm176.html#LiuLMLHB24

Jingchao Wang 0001 Weimin Li 0001 Fangfang Liu 0008 Zhenhai Wang Alex Munyole Luvembe Qun Jin Quanke Pan Fangyu Liu ConeE: Global and local context-enhanced embedding for inductive knowledge graph completion. 123116 2024 246 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.123116 https://www.wikidata.org/entity/Q129997986 db/journals/eswa/eswa246.html#WangLLWLJPL24

Shang Miao Qun Xu Weimin Li 0001 Chao Yang 0015 Bin Sheng 0002 Fangyu Liu Tsigabu T. Bezabih Xiao Yu MMTFN: Multi-modal multi-scale transformer fusion network for Alzheimer's disease diagnosis. 2024 January 34 Int. J. Imaging Syst. Technol. 1 https://doi.org/10.1002/ima.22970 db/journals/imst/imst34.html#MiaoXLYSLBY24

Luowen Rao Xicheng Tan Yanfei Zhong Chunhui Chen 0009 Zeenat Khadim Hussain Ailong Ma Huamin Wang Shengpeng Yin Fangyu Liu Zhiyuan Mei LCEVES: A locally constrained evolutionary algorithm for vehicle evacuation scheduling under urban waterlogging risk. 1439-1461 2024 August 28 Trans. GIS 5 https://doi.org/10.1111/tgis.13196 db/journals/tgis/tgis28.html#RaoTZCHMWYLM24 streams/journals/tgis

Junjie Zhou 0001 Baolin Liu 0002 Yongping Xiong Chinwai Chiu Fangyu Liu Xiangyang Gong FAT: Field-Aware Transformer for Point Cloud Segmentation With Adaptive Attention Fields. 10825-10835 2024 September 20 IEEE Trans. Ind. Informatics 9 https://doi.org/10.1109/TII.2024.3393572 db/journals/tii/tii20.html#ZhouLXCLG24 streams/journals/tii

Yasaman Razeghi Ishita Dasgupta 0001 Fangyu Liu Vinay Ramasesh Sameer Singh 0001 Plot Twist: Multimodal Models Don't Comprehend Simple Chart Details. 5922-5937 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.342 https://aclanthology.org/2024.findings-emnlp.342 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#Razeghi0LR024 Victor Carbune Hassan Mansoor Fangyu Liu Rahul Aralikatte Gilles Baechler Jindong Chen Abhanshu Sharma Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs. 989-1004 2024 NAACL-HLT (Findings) https://doi.org/10.18653/v1/2024.findings-naacl.62 conf/naacl/2024f db/conf/naacl/naacl2024f.html#CarbuneMLABCS24 streams/conf/naacl Mehran Kazemi Nishanth Dikkala Ankit Anand Petar Devic Ishita Dasgupta 0001 Fangyu Liu Bahare Fatemi Pranjal Awasthi Sreenivas Gollapudi Dee Guo Ahmed Qureshi ReMI: A Dataset for Reasoning with Multiple Images. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/6ea56c0baacac9f7764257a43a93c90a-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#KazemiDAD0LFAGG24

Victor Carbune Hassan Mansoor Fangyu Liu Rahul Aralikatte Gilles Baechler Jindong Chen Abhanshu Sharma Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs. 2024 abs/2403.12596 CoRR https://doi.org/10.48550/arXiv.2403.12596 db/journals/corr/corr2403.html#abs-2403-12596

Ruibo Liu Jerry Wei Fangyu Liu Chenglei Si Yanzhe Zhang Jinmeng Rao Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai Best Practices and Lessons Learned on Synthetic Data for Language Models. 2024 abs/2404.07503 CoRR https://doi.org/10.48550/arXiv.2404.07503 db/journals/corr/corr2404.html#abs-2404-07503

Mehran Kazemi Nishanth Dikkala Ankit Anand Petar Devic Ishita Dasgupta 0001 Fangyu Liu Bahare Fatemi Pranjal Awasthi Dee Guo Sreenivas Gollapudi Ahmed Qureshi ReMI: A Dataset for Reasoning with Multiple Images. 2024 abs/2406.09175 CoRR https://doi.org/10.48550/arXiv.2406.09175 db/journals/corr/corr2406.html#abs-2406-09175

Fangyu Liu Shizhong Yuan Weimin Li 0001 Qun Xu Bin Sheng 0002 Patch-based deep multi-modal learning framework for Alzheimer's disease diagnosis using multi-view neuroimaging. 104400 2023 80 Biomed. Signal Process. Control. Part https://doi.org/10.1016/j.bspc.2022.104400 db/journals/bspc/bspc80.html#LiuYLXS23

Fangyu Liu Jing Zhang 0031 Peiwen Jiang Chao-Kai Wen Shi Jin 0002 CE-ViT: A Robust Channel Estimator Based on Vision Transformer for OFDM Systems. 4798-4803 2023 GLOBECOM https://doi.org/10.1109/GLOBECOM54140.2023.10436847 conf/globecom/2023 db/conf/globecom/globecom2023.html#LiuZJWJ23 Junjie Zhou 0001 Yongping Xiong Chinwai Chiu Fangyu Liu Xiangyang Gong Fat: Field-Aware Transformer for 3D Point Cloud Semantic Segmentation. 660-664 2023 ICIP https://doi.org/10.1109/ICIP49359.2023.10222151 conf/icip/2023 db/conf/icip/icip2023.html#ZhouXCLG23

Junjie Zhou 0001 Yongping Xiong Chinwai Chiu Fangyu Liu Xiangyang Gong SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation. 2023 abs/2301.06869 CoRR https://doi.org/10.48550/arXiv.2301.06869 db/journals/corr/corr2301.html#abs-2301-06869

Wenchong Chen Xuejian Gong Fangyu Liu Hongwei Liu Roger J. Jiao Bilevel interactive optimisation for rebatching scheduling problem with selectivity banks in high variety flow line production. 3879-3900 2022 60 Int. J. Prod. Res. 12 https://doi.org/10.1080/00207543.2021.1933644 db/journals/ijpr/ijpr60.html#ChenGLLJ22

Fangyu Liu Jian Liu Linbing Wang Asphalt Pavement Crack Detection Based on Convolutional Neural Network and Infrared Thermography. 22145-22155 2022 23 IEEE Trans. Intell. Transp. Syst. 11 https://doi.org/10.1109/TITS.2022.3142393 db/journals/tits/tits23.html#LiuLW22a

José Camacho-Collados Kiamehr Rezaee Talayeh Riahi Asahi Ushio Daniel Loureiro Dimosthenis Antypas Joanne Boisson Luis Espinosa Anke Fangyu Liu Eugenio Martínez Cámara TweetNLP: Cutting-Edge Natural Language Processing for Social Media. 38-49 2022 EMNLP (Demos) https://doi.org/10.18653/v1/2022.emnlp-demos.5 https://aclanthology.org/2022.emnlp-demos.5 conf/emnlp/2022-d db/conf/emnlp/emnlp2022-d.html#CamachoColladosRRULABALC22 Yunpeng Tan Fangyu Liu Bowei Li Zheng Zhang 0038 Bo Zhang 0032 An Efficient Multi-View Multimodal Data Processing Framework for Social Media Popularity Prediction. 7200-7204 2022 ACM Multimedia https://doi.org/10.1145/3503161.3551607 conf/mm/2022 db/conf/mm/mm2022.html#TanLLZZ22

José Camacho-Collados Kiamehr Rezaee Talayeh Riahi Asahi Ushio Daniel Loureiro Dimosthenis Antypas Joanne Boisson Luis Espinosa Anke Fangyu Liu Eugenio Martínez-Cámara Gonzalo Medina Thomas Bührmann Leonardo Neves Francesco Barbieri TweetNLP: Cutting-Edge Natural Language Processing for Social Media. 2022 abs/2206.14774 CoRR https://doi.org/10.48550/arXiv.2206.14774 db/journals/corr/corr2206.html#abs-2206-14774

Jiangtao Guo Linfeng Xu 0001 Jisheng Ding Bin He Shengxuan Dai Fangyu Liu A Deep Supervised Edge Optimization Algorithm for Salt Body Segmentation. 1746-1750 2021 18 IEEE Geosci. Remote. Sens. Lett. 10 https://doi.org/10.1109/LGRS.2020.3007258 db/journals/lgrs/lgrs18.html#GuoXDHDL21

Fangyu Liu Gang Xie 0001 A Fast Algorithm for Community Detection of Network Systems in Smart City. 51856-51865 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2910602 https://www.wikidata.org/entity/Q127962136 db/journals/access/access7.html#LiuX19

Jianwen Tao Di Zhou Fangyu Liu Bin Zhu 0002 Latent multi-feature co-regression for visual recognition by discriminatively leveraging multi-source models. 296-316 2019 87 Pattern Recognit. https://doi.org/10.1016/j.patcog.2018.10.023 db/journals/pr/pr87.html#TaoZLZ19

Fang-Yu Liu Te-Cheng Hsu Patrick Choong Min-Hsuan Lin Yung-Jen Chuang Bor-Sen Chen Che Lin Uncovering the regeneration strategies of zebrafish organs: a comprehensive systems biology study on heart, cerebellum, fin, and retina regeneration. 33-46 2018 12 BMC Syst. Biol. S-2 https://doi.org/10.1186/s12918-018-0544-3 https://www.wikidata.org/entity/Q52348274 db/journals/bmcsb/bmcsb12S.html#LiuHCLCCL18

Fangyu Liu Lirong Cui A Design of Attributes Double Sampling Plans for Three-class Products. 1054-1071 2016 45 Commun. Stat. Simul. Comput. 3 https://doi.org/10.1080/03610918.2014.925921 db/journals/cssc/cssc45.html#LiuC16

Che Lin Chin-Nan Lin Yu-Chao Wang Fang-Yu Liu Yung-Jen Chuang Chung-Yu Lan Wen-Ping Hsieh Bor-Sen Chen The role of TGF-β signaling and apoptosis in innate and adaptive immunity in zebrafish: a systems biology approach. 116 2014 8 BMC Syst. Biol. https://doi.org/10.1186/s12918-014-0116-0 https://www.wikidata.org/entity/Q34474384 db/journals/bmcsb/bmcsb8.html#LinLWLCLHC14

Che Lin Chin-Nan Lin Yu-Chao Wang Fang-Yu Liu Yu-Wen Chien Yung-Jen Chuang Chung-Yu Lan Wen-Ping Hsieh Bor-Sen Chen Robustness analysis on interspecies interaction network for iron and glucose competition between Candida albicans and zebrafish during infection. S6 2014 8 BMC Syst. Biol. S-5 https://doi.org/10.1186/1752-0509-8-S5-S6 https://www.wikidata.org/entity/Q35011524 db/journals/bmcsb/bmcsb8S.html#LinLWLCCLHC14

Xian Zhao Yu Xu Fangyu Liu State Distributions of Multi-State Consecutive-$k$ Systems. 274-281 2012 61 IEEE Trans. Reliab. 2 https://doi.org/10.1109/TR.2012.2194194 db/journals/tr/tr61.html#ZhaoXL12

Jia-You Lee Yu-Ming Chang Fang-Yu Liu A new UPS topology employing a PFC boost rectifier cascaded high-frequency tri-port converter. 803-813 1999 46 IEEE Trans. Ind. Electron. 4 https://doi.org/10.1109/41.778246 db/journals/tie/tie46.html#LeeCL99

Imad L. Al-Qadi Ankit Anand Luis Espinosa Anke Dimosthenis Antypas Rahul Aralikatte Pranjal Awasthi Gilles Baechler Francesco Barbieri Tsigabu T. Bezabih Zhongqin Bi Joanne Boisson Thomas Bührmann Yongtao Cai José Camacho-Collados Victor Carbune Yu-Ming Chang Bor-Sen Chen Chunhui Chen 0009 Jindong Chen Wenchong Chen Guanbing Cheng Hongli Cheng Yu-Wen Chien Chinwai Chiu Patrick Choong Yung-Jen Chuang Lirong Cui Andrew M. Dai Shengxuan Dai Ishita Dasgupta 0001 Petar Devic Nishanth Dikkala Jisheng Ding Bahare Fatemi Sreenivas Gollapudi Xiangyang Gong Xuejian Gong Dee Guo Jiangtao Guo Ke Han Bin He Wen-Ping Hsieh Te-Cheng Hsu Qunpeng Hu Huazhen Huang Zeenat Khadim Hussain Peiwen Jiang Roger Jianxin JiaoRoger J. Jiao Qun Jin Shi Jin 0002 Mehran Kazemi Chung-Yu Lan Jia-You Lee Bowei Li Junlin Li Weimin Li 0001 Xiang Li Xiangchen Li Yaolin Li Ye Li 0002 Che Lin Chin-Nan Lin Min-Hsuan Lin Baolin Liu 0002 Fangfang Liu 0008 Hongwei Liu Jian Liu Ruibo Liu Ruishen Liu Tong Liu 0029 Xiao Liu Daniel Loureiro Alex Munyole Luvembe Ailong Ma Hassan Mansoor Eugenio Martínez-CámaraEugenio Martínez Cámara Gonzalo Medina Zhiyuan Mei Shang Miao Leonardo Neves Quan-Ke PanQuanke Pan Daiyi Peng Ahmed Qureshi Vinay Ramasesh Jinmeng Rao Luowen Rao Yasaman Razeghi Kiamehr Rezaee Talayeh Riahi Abhanshu Sharma Bin Sheng 0002 Chenglei Si Sameer Singh 0001 Fangmin Sun Xicheng Tan Yunpeng Tan Jianwen Tao Asahi Ushio Hao Wang Hao Wang 0003 Huamin Wang Jingchao Wang 0001 Linbing Wang Wenjin Wang 0001 Yu-Chao Wang Zhenhai Wang Jerry Wei Chao-Kai Wen Xing Wu 0001 Gang Xie 0001 Yongping Xiong Linfeng Xu 0001 Qun Xu Yongjia Xu Yu Xu Zhe Xu Chao Yang 0015 Diyi Yang Shengpeng Yin Xiao Yu Shizhong Yuan Bo Zhang 0032 Han Zhang 0011 Jing Zhang 0031 Weina Zhang Xing Zhang Xinyi Zhang 0006 Yanzhe Zhang Zheng Zhang 0038 Xian Zhao Wentao Zhen Steven Zheng Yanfei Zhong Denny Zhou Di Zhou Fuli Zhou Junjie Zhou 0001 Xingyu Zhou 0011 Bin Zhu 0002