Boosting Knowledge Graph Foundation Models via Enhanced Negative Sampling.

Yinan Liu Yinan Liu 0001 Northeastern University, School of Computer Science and Engineering, Shenyang, China Nankai University, College of Computer Science, Tianjin, China https://ieeexplore.ieee.org/author/37090049106 https://orcid.org/0009-0002-3316-3693 https://www.wikidata.org/entity/Q130830401 Yinan Liu 0002 Tongji University, Shanghai, China University of Electronic Science and Technology of China (UESTC), Chengdu, China https://orcid.org/0009-0002-3009-3140

Yinan Liu Wenjin Xu Zhiyuan Zha Xiaochun Yang Bin Wang Boosting Knowledge Graph Foundation Models via Enhanced Negative Sampling. 2026 May abs/2605.27023 CoRR https://doi.org/10.48550/arXiv.2605.27023 db/journals/corr/corr2605.html#abs-2605-27023 streams/journals/corr

Yinan Liu Chao Yang 0005 Yanqun Tang Haitao Zhao Yi Liu 0015 Shengli Xie 0001 Cost-Efficient Deployment Optimization for Multi-UAV-Assisted Vehicular Edge Computing Networks. 6158-6170 2025 March 12 IEEE Internet Things J. 6 https://doi.org/10.1109/JIOT.2024.3515107 db/journals/iotj/iotj12.html#LiuYTZLX25 streams/journals/iotj

Huanxin Lin Chao Yang 0005 Shaoan Wu Xin Chen 0024 Yinan Liu Yi Liu 0015 Vehicles-digital twins matching scheme in vehicular edge computing networks: A hierarchical DRL approach. 100883 2025 52 Veh. Commun. https://doi.org/10.1016/j.vehcom.2025.100883 db/journals/vcomm/vcomm52.html#LinYWCLL25 streams/journals/vcomm

Yuanxi Wei Yinan Liu Haibo Wang Cooperative distillation with X-ray images classifiers for prohibited items detection. 107276 2024 January 127 Eng. Appl. Artif. Intell. Part A https://doi.org/10.1016/j.engappai.2023.107276 db/journals/eaai/eaai127.html#WeiLW24

Tamsin J. Robb Yinan Liu Braden Woodhouse Charlotta Windahl Daniel G. Hurley Grant McArthur Stephen B. Fox Lisa Brown Parry Guilford Alice Minhinnick Christopher Jackson Cherie Blenkiron Kate Parker Kimiora L. Henare Rose McColl Bianca Haux Nick Young Veronica Boyle Laird Cameron Sanjeev Deva Jane Reeve Cristin G. Print Michael Davis Uwe Rieger Ben Lawrence Blending space and time to talk about cancer in extended reality. 2024 7 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-024-01262-x https://www.wikidata.org/entity/Q135277026 db/journals/npjdm/npjdm7.html#RobbLWWHMFBGMJBPHMHYBCD24 streams/journals/npjdm

Yinan Liu Chao Yang 0005 Xin Chen 0024 Fengyan Wu Joint Hybrid Caching and Replacement Scheme for UAV-Assisted Vehicular Edge Computing Networks. 866-878 2024 January 9 IEEE Trans. Intell. Veh. 1 https://doi.org/10.1109/TIV.2023.3323217 db/journals/tiv/tiv9.html#LiuYCW24

Yi Yang 0101 Jie Zhang 0126 Meijia Zhou Yinan Liu Xuefen Wan Correlation Analysis of Soil Moisture Content and Environmental Factors Based on LoRa-RSSI. 959-963 2024 EITCE https://doi.org/10.1145/3711129.3711292 conf/eitce/2024 db/conf/eitce/eitce2024.html#YangZZLW24

Yinan Liu Captioning and repetition for Chinese students' immediate and delayed retention of English-speaking multimedia lessons. 1184-1195 2023 39 J. Comput. Assist. Learn. 4 https://doi.org/10.1111/jcal.12790 db/journals/jcal/jcal39.html#Liu23

Yinan Liu Xingcan Meng Zaline Roy-Campbell The modality and redundancy principles revisited: do they apply in a controlled multimedia lesson? 466-486 2023 December 35 J. Comput. High. Educ. 3 https://doi.org/10.1007/s12528-022-09329-y db/journals/jche/jche35.html#LiuMR23

Uwe Rieger Yinan Liu Tharindu Kaluarachchi Amit Barde Huidong Bai Alaeddin Nassani Suranga Nanayakkara Mark Billinghurst LightSense - Long Distance. 13:1-13:2 2023 SIGGRAPH Asia Art Gallery https://doi.org/10.1145/3610537.3622963 https://www.wikidata.org/entity/Q134891717 conf/siggrapha/2023gallery db/conf/siggrapha/siggrapha2023gallery.html#RiegerLKBBNNB23

Yinan Liu Xinyu Dong Weimin Lyu Richard N. Rosenthal Rachel Wong Tengfei Ma 0001 Fusheng Wang 0001 Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction. 2023 abs/2305.05722 CoRR https://doi.org/10.48550/arXiv.2305.05722 db/journals/corr/corr2305.html#abs-2305-05722

Yuanxi Wei Xiaoping Liu Yinan Liu Research on the application of high-efficiency detectors into the detection of prohibited item in X-ray images. 4807-4823 2022 52 Appl. Intell. 5 https://doi.org/10.1007/s10489-021-02582-1 db/journals/apin/apin52.html#WeiLL22

Kai Li Yujia Huo Yinan Liu Yinggang Shi Zhi He Yongjie Cui Design of a lightweight robotic arm for kiwifruit pollination. 107114 2022 198 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107114 https://www.wikidata.org/entity/Q134296283 db/journals/cea/cea198.html#LiHLSHC22

Kai Zhou Shouyi Yin Peng Ouyang Yinan Liu Shibin Tang Flexible Rectification of a Speckle Projection System for Depth Sensing. 1-13 2021 70 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2021.3085950 db/journals/tim/tim70.html#ZhouYOLT21

Yuezhen Huang Dong Wei Yinan Liu Xiaofeng Jin Yuheng Huang 0005 Tianshi Xu Adaptively Fusing Complete Multi-resolution Features for Human Pose Estimation. 434-445 2021 ICIG (2) https://doi.org/10.1007/978-3-030-87358-5_35 conf/icig/2021-2 db/conf/icig/icig2021-2.html#HuangWLJHX21 Yinan Liu Yiyang Li Lei Li 0009 Analysis and Research of Abstractive Automatic Summarization Based on Sequential Facts. 334-338 2021 IC-NIDC https://doi.org/10.1109/IC-NIDC54101.2021.9660463 conf/icnidc/2021 db/conf/icnidc/icnidc2021.html#LiuLL21 Shenzheng Zuo Yinan Liu Yan Wang Yifan Zhang Dongmei Zhang 0007 A Comparative Analysis of Rainfall Prediction Model Based on GPS and BDS Signals. 51-56 2021 IEEA https://doi.org/10.1145/3458359.3458367 conf/ieea/2021 db/conf/ieea/ieea2021.html#ZuoLWZZ21

Lei Li 0009 Wei Liu 0161 Marina Litvak Natalia Vanetik Jiacheng Pei Yinan Liu Siya Qi Subjective Bias in Abstractive Summarization. 2021 abs/2106.10084 CoRR https://arxiv.org/abs/2106.10084 db/journals/corr/corr2106.html#abs-2106-10084

Lei Li 0009 Yang Xie Wei Liu 0161 Yinan Liu Yafei Jiang Siya Qi Xingyuan Li 0006 CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization. 225-234 2020 SDP@EMNLP https://doi.org/10.18653/v1/2020.sdp-1.25 conf/emnlp/2020sdp db/conf/emnlp/sdp2020.html#LiXLLJQL20

Adam Hare Yu Chen 0036 Yinan Liu Zhenming Liu Christopher G. Brinton On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search. 2020 abs/2012.01941 CoRR https://arxiv.org/abs/2012.01941 db/journals/corr/corr2012.html#abs-2012-01941

Jingwen Yan Hongda Chen Yikui Zhai Yinan Liu Lei Liu 0032 Region-division-based joint sparse representation classification for hyperspectral images. 1694-1704 2019 13 IET Image Process. 10 https://doi.org/10.1049/iet-ipr.2018.6667 https://www.wikidata.org/entity/Q127838518 db/journals/iet-ipr/iet-ipr13.html#YanCZLL19

Wenxin Li 0001 Di Niu 0002 Yinan Liu Shuhao Liu 0001 Baochun Li Wide-Area Spark Streaming: Automated Routing and Batch Sizing. 1434-1448 2019 30 IEEE Trans. Parallel Distributed Syst. 6 https://doi.org/10.1109/TPDS.2018.2880189 https://www.wikidata.org/entity/Q128963415 db/journals/tpds/tpds30.html#LiNLLL19

Lei Li 0009 Yingqi Zhu Yang Xie Zuying Huang Wei Liu 0161 Xingyuan Li 0006 Yinan Liu CIST@CLSciSumm-19: Automatic Scientific Paper Summarization with Citances and Facets. 196-207 2019 BIRNDL@SIGIR https://ceur-ws.org/Vol-2414/paper20.pdf conf/sigir/2019birndl db/conf/sigir/birndl2019.html#LiZXHLLL19

Jingwen Yan Zixin Xie Jingyao Chen Yinan Liu Lei Liu 0032 Hyperspectral Image Classification Based on Adaptive Sparse Deep Network. 2019 abs/1910.09405 CoRR http://arxiv.org/abs/1910.09405 db/journals/corr/corr1910.html#abs-1910-09405

Liangzhi Tang Qingbo Wu 0001 Wei Li 0110 Yinan Liu Deep Saliency Quality Assessment Network With Joint Metric. 913-924 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2017.2776344 db/journals/access/access6.html#TangWLL18

Yinan Liu Bong Gee Jang Zaline Roy-Campbell Optimum input mode in the modality and redundancy principles for university ESL students' multimedia learning. 190-200 2018 127 Comput. Educ. https://doi.org/10.1016/j.compedu.2018.08.025 https://www.wikidata.org/entity/Q129330271 db/journals/ce/ce127.html#LiuJR18

Yinan Liu Qingbo Wu 0001 Liangzhi Tang Linfeng Xu 0001 Self-Supervised Learning of Video Representation for Anticipating Actions in Early Stage. 1449-1452 2018 101-D IEICE Trans. Inf. Syst. 5 https://doi.org/10.1587/transinf.2018EDL8013 http://search.ieice.org/bin/summary.php?id=e101-d_5_1449 db/journals/ieicet/ieicet101d.html#LiuWTX18

Nii Longdon Sowah Qingbo Wu 0001 Fanman Meng Liangzhi Tang Yinan Liu Linfeng Xu 0001 A Propagation Method for Multi Object Tracklet Repair. 2413-2416 2018 101-D IEICE Trans. Inf. Syst. 9 https://doi.org/10.1587/transinf.2018EDL8029 http://search.ieice.org/bin/summary.php?id=e101-d_9_2413 db/journals/ieicet/ieicet101d.html#SowahWMTLX18

Yinan Liu Qingbo Wu 0001 Liangzhi Tang Hengcan Shi Gaze-Assisted Multi-Stream Deep Neural Network for Action Recognition. 19432-19441 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2753830 db/journals/access/access5.html#LiuWTS17

Kai Tan Linfeng Xu 0001 Yinan Liu Bing Luo 0003 Small Group Detection in Crowds using Interaction Information. 1542-1545 2017 100-D IEICE Trans. Inf. Syst. 7 https://doi.org/10.1587/transinf.2016EDL8192 http://search.ieice.org/bin/summary.php?id=e100-d_7_1542 db/journals/ieicet/ieicet100d.html#TanXLL17

Yinan Liu Lin Ma 0001 Xuedong Wang Weixiao Meng 0001 An Epipolar Geometry-Based Approach for Vision-Based Indoor Localization. 2643-2652 2017 CSPS https://doi.org/10.1007/978-981-10-6571-2_320 conf/csps/2017 db/conf/csps/csps2017.html#LiuMW017 Wenxin Li 0001 Di Niu 0002 Yinan Liu Shuhao Liu 0001 Baochun Li Wide-Area Spark Streaming: Automated Routing and Batch Sizing. 33-38 2017 ICAC https://doi.org/10.1109/ICAC.2017.36 https://doi.ieeecomputersociety.org/10.1109/ICAC.2017.36 conf/icac/2017 db/conf/icac/icac2017.html#LiNLLL17 Liangzhi Tang Qingbo Wu 0001 Wei Li 0110 Yinan Liu Deep saliency quality assessment network. 567-572 2017 ICME Workshops https://doi.org/10.1109/ICMEW.2017.8026241 https://doi.ieeecomputersociety.org/10.1109/ICMEW.2017.8026241 conf/icmcs/2017w db/conf/icmcs/icmew2017.html#TangWLL17 Yinan Liu Qingbo Wu 0001 Liangzhi Tang Frame-skip Convolutional Neural Networks for action recognition. 573-578 2017 ICME Workshops https://doi.org/10.1109/ICMEW.2017.8026246 https://doi.ieeecomputersociety.org/10.1109/ICMEW.2017.8026246 conf/icmcs/2017w db/conf/icmcs/icmew2017.html#LiuWT17

Yinan Liu Qingbo Wu 0001 Linfeng Xu 0001 Bo Wu 0013 Mining Spatial Temporal Saliency Structure for Action Recognition. 2643-2646 2016 99-D IEICE Trans. Inf. Syst. 10 https://doi.org/10.1587/transinf.2016EDL8093 http://search.ieice.org/bin/summary.php?id=e99-d_10_2643 db/journals/ieicet/ieicet99d.html#LiuWXW16

Yuan Dong Yinan Liu Shiguo Lian Automatic age estimation based on deep learning algorithm. 4-10 2016 187 Neurocomputing https://doi.org/10.1016/j.neucom.2015.09.115 db/journals/ijon/ijon187.html#DongLL16

Yinan Liu Di Niu 0002 Baochun Li Delay-Optimized Video Traffic Routing in Software-Defined Interdatacenter Networks. 865-878 2016 18 IEEE Trans. Multim. 5 https://doi.org/10.1109/TMM.2016.2538718 db/journals/tmm/tmm18.html#LiuNL16

Yinan Liu Jiayi Sheng Martin C. Herbordt A hardware design for in-brain neural spike sorting. 1-6 2016 HPEC https://doi.org/10.1109/HPEC.2016.7761590 conf/hpec/2016 db/conf/hpec/hpec2016.html#LiuSH16 Yinan Liu Yangzhou Chen Jianqiang Ren Le Xin Calculating Vehicle-to-Vehicle Distance Based on License Plate Detection. 485-497 2015 ITITS (1) https://doi.org/10.1007/978-3-319-38789-5_57 conf/itits/2015-1 db/conf/itits/itits2015-1.html#LiuCRX15 Yunlong Bian Yuan Dong Hongliang Bai Bo Liu Kai Wang Yinan Liu Reducing structure of deep Convolutional Neural Networks for Huawei Accurate and Fast Mobile Video Annotation Challenge. 1-6 2014 ICME Workshops https://doi.org/10.1109/ICMEW.2014.6890608 https://doi.ieeecomputersociety.org/10.1109/ICMEW.2014.6890608 conf/icmcs/2014w db/conf/icmcs/icmew2014.html#BianDBLWL14 Yinan Liu Legal Protection for Personal Information Privacy. 266-275 2013 HCI (27) https://doi.org/10.1007/978-3-642-39345-7_28 conf/hci/2013-27 db/conf/hci/hci2013-27.html#Liu13

Weijun Xiao Yan Sun 0001 Yinan Liu Qing Yang 0001 TEA: transmission error approximation for distance estimation between two Zigbee devices. 248-253 2010 6 Int. J. High Perform. Comput. Netw. 3/4 https://doi.org/10.1504/IJHPCN.2010.037800 db/journals/ijhpcn/ijhpcn6.html#XiaoSLY10

Yinan Liu Jim X. Ji An Analysis of RF Pulse Apodization in Parallel Spatially Selective Excitation. 276-279 2006 EMBC https://doi.org/10.1109/IEMBS.2006.259831 https://www.wikidata.org/entity/Q50885025 conf/embc/2006 db/conf/embc/embc2006.html#LiuJ06 Weijun Xiao Yan Sun 0001 Yinan Liu Qing Yang 0001 TEA: Transmission Error Approximation for Distance Estimation between Two Zigbee Devices. 15-22 2006 conf/iwnas/2006 IWNAS https://doi.org/10.1109/IWNAS.2006.44 https://doi.ieeecomputersociety.org/10.1109/IWNAS.2006.44 db/conf/iwnas/iwnas2006.html#XiaoSLY06 Ming Zhang 0026 Yinan Liu Qing Yang 0001 Cost-Effective Remote Mirroring Using the iSCSI Protocol. 385-398 2004 MSST http://storageconference.org/nasa/conf2004/Papers/MSST2004-43-Zhang-a.pdf conf/mss/2004 db/conf/mss/msst2004.html#ZhangLY04 Hongliang Bai Huidong Bai Amit Barde Yunlong Bian Mark Billinghurst Cherie Blenkiron Veronica Boyle Christopher G. Brinton Laird Cameron Hongda Chen Jingyao Chen Xin Chen 0024 Yangzhou Chen Yu Chen 0036 Yongjie Cui Michael Davis Sanjeev Deva Xinyu Dong Yuan Dong Stephen B. Fox Parry Guilford Adam Hare Bianca Haux Zhi He Kimiora L. Henare Martin C. Herbordt Yuezhen Huang Yuheng Huang 0005 Zuying Huang Yujia Huo Daniel G. Hurley Christopher Jackson Bong Gee Jang Jim Xiuquan JiJim X. Ji Yafei Jiang Xiaofeng Jin Tharindu Kaluarachchi Ben Lawrence Baochun Li Kai Li Lei Li 0009 Wei Li 0110 Wenxin Li 0001 Xingyuan Li 0006 Yiyang Li Shiguo Lian Huanxin Lin Marina Litvak Bo Liu Lei Liu 0032 Shuhao Liu 0001 Wei Liu 0161 Xiaoping Liu Yi Liu 0015 Zhenming Liu Bing Luo 0003 Weimin Lyu Lin Ma 0001 Tengfei Ma 0001 Grant McArthur Rose McColl Fanman Meng Weixiao Meng 0001 Xingcan Meng Alice Minhinnick Suranga Nanayakkara Alaeddin Nassani Di Niu 0002 Peng Ouyang Kate Parker Jiacheng Pei Cristin G. Print Siya Qi Jane Reeve Jianqiang Ren Uwe Rieger Tamsin J. Robb Richard N. Rosenthal Zaline Roy-Campbell Jiayi Sheng Hengcan Shi Yinggang Shi Nii Longdon Sowah Yan Lindsay SunYan Sun 0001 Kai Tan Liangzhi Tang Shibin Tang Yanqun Tang Melisa Tanger-BrownLisa Brown Natalia Vanetik Xuefen Wan Bin Wang Fusheng Wang 0001 Haibo Wang Kai Wang Xuedong Wang Yan Wang Dong Wei Yuanxi Wei Charlotta Windahl Rachel Wong Braden Woodhouse Bo Wu 0013 Fengyan Wu Qingbo Wu 0001 Shaoan Wu Weijun Xiao Shengli Xie 0001 Yang Xie Zixin Xie Le Xin Linfeng Xu 0001 Tianshi Xu Wenjin Xu Jingwen Yan Chao Yang 0005 Qing Yang 0001 Xiaochun Yang Yi Yang 0101 Shouyi Yin Nick Young Zhiyuan Zha Yikui Zhai Dongmei Zhang 0007 Jie Zhang 0126 Ming Zhang 0026 Yifan Zhang Haitao Zhao Kai Zhou Meijia Zhou Yingqi Zhu Shenzheng Zuo