Multi-objective evolutionary reinforcement learning for pareto-optimal interpretable policies.

Yangguang Liu https://orcid.org/0000-0001-9468-9651

Shikun Chen Yangguang Liu Multi-objective evolutionary reinforcement learning for pareto-optimal interpretable policies. 2026 115521 201 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2026.115521 db/journals/asc/asc201.html#ChenL26a streams/journals/asc

Shikun Chen Yangguang Liu Hierarchical process-level generative reward modeling with adaptive long-horizon reasoning for robust LLM alignment. 2026 104957 63 Inf. Process. Manag. 8 https://doi.org/10.1016/j.ipm.2026.104957 db/journals/ipm/ipm63.html#ChenL26 streams/journals/ipm

Shikun Chen Longjin Lv Yangguang Liu Mixed-type tabular data generation with graph-augmented flow matching. 2026 113913 179 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113913 db/journals/pr/pr179.html#ChenLL26 streams/journals/pr

Yangguang Liu Yimin Zhu 0001 Yue Wang Ruoyu Ren Lixian Zhang 0001 BiSTAC: A Class of Bipedal Soft Terrestrial-Aerial Bicopters. 2026 May 5986-5993 11 IEEE Robotics Autom. Lett. 5 https://doi.org/10.1109/LRA.2026.3674010 db/journals/ral/ral11.html#LiuZWRZ26 streams/journals/ral

Shikun Chen Yangguang Liu Toward intelligent acquisition policies: Reinforcement learning for causal multi-objective Bayesian optimization. 2026 102290 101 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2026.102290 db/journals/swevo/swevo101.html#ChenL26 streams/journals/swevo

Dongchen Zhang Nishan Wu Baoluo Yan Hong Liu Hu Shi FanFan Zhong Dong Wang Yangguang Liu Kezhi Qiao Yong Chen Comprehensive Study on CV/DV-QKD Co-propagation with Deployed C/C+L DWDM OTN. OFC 2026 1-3 conf/ofc/2026 https://ieeexplore.ieee.org/document/11524605 db/conf/ofc/ofc2026.html#ZhangWYLSZWLQC26 streams/conf/ofc

Yangguang Liu Fang Liu 0034 Jia Liu 0020 Liang Xiao 0001 Edge-Object Co-Driven Learning for Remote Sensing Change Detection. 1-17 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3569581 db/journals/tgrs/tgrs63.html#LiuLLX25 streams/journals/tgrs

Shikun Chen Yangguang Liu Vision-Language Model-Assisted Active Learning for High-Accuracy Defect Detection in Automotive Bushing Components. 9-14 2025 EILM https://doi.org/10.1145/3788731.3788733 conf/eilm/2025 db/conf/eilm/eilm2025.html#ChenL25

Yue Wang Lixian Zhang 0001 Yimin Zhu 0001 Yangguang Liu Xuwei Yang Flexbee: A Grasping and Perching UAV Based on Soft Vector-Propulsion Nozzle. 2025 October abs/2510.18558 CoRR https://doi.org/10.48550/arXiv.2510.18558 db/journals/corr/corr2510.html#abs-2510-18558 streams/journals/corr

Tong Wu 0013 Yihang Ding Shunzhi Zhang Yangguang Liu Jianan Yang Lixian Zhang 0001 Efficient Model Predictive Control for Markov Jump Nonlinear Systems via Controllable Sets and Sum-of-Square Programming. 382-387 2024 8 IEEE Control. Syst. Lett. https://doi.org/10.1109/LCSYS.2024.3386582 db/journals/csysl/csysl8.html#WuDZLYZ24

Fang Liu 0034 Yangguang Liu Jia Liu 0020 Xu Tang 0004 Liang Xiao 0001 Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection. 1-19 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3400215 db/journals/tgrs/tgrs62.html#LiuLLTX24

Yangguang Liu Fang Liu 0034 Jia Liu 0020 Liang Xiao 0001 Difference Guidance Learning With Feature Alignment for Change Detection. 1-15 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3440001 db/journals/tgrs/tgrs62.html#LiuLLX24 streams/journals/tgrs

Yangguang Liu Fang Liu 0034 Jia Liu 0020 Xu Tang 0004 Liang Xiao 0001 Adaptive Spatial and Difference Learning for Change Detection. 7447-7461 2023 16 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2023.3298097 db/journals/staeors/staeors16.html#LiuLLTX23

Xueqin Lu Yan Tang Yangguang Liu Xiao Zhi Gao 0001 A New Formulation and Solution for Allocating Emergency Supplies to Balance the Demands of Public Safety Events. 521-528 2023 ISKE https://doi.org/10.1109/ISKE60036.2023.10481475 conf/iske/2023 db/conf/iske/iske2023.html#LuTLG23

Huijun Tang Jiangbo Qian Yangguang Liu Xiao-Zhi Gao 0001 Mining Statistically Significant Patterns with High Utility. 88 2022 15 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.1007/s44196-022-00149-7 db/journals/ijcisys/ijcisys15.html#TangQLG22

Yangguang Liu Fang Liu 0034 Jia Liu 0020 Xu Tang 0004 Kaixuan Jiang Liang Xiao 0001 Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection. 1424-1427 2022 IGARSS https://doi.org/10.1109/IGARSS46834.2022.9883390 conf/igarss/2022 db/conf/igarss/igarss2022.html#LiuLLTJ022 Kaixuan Jiang Jia Liu 0020 Fang Liu 0034 Wenhua Zhang Yangguang Liu Jiao Shi Dual Unet: A Novel Siamese Network for Change Detection with Cascade Differential Fusion. 1428-1431 2022 IGARSS https://doi.org/10.1109/IGARSS46834.2022.9883140 conf/igarss/2022 db/conf/igarss/igarss2022.html#JiangLLZLS22

Kaixuan Jiang Ja Liu Fang Liu 0034 Wenhua Zhang Yangguang Liu dual unet: a novel siamese network for change detection with cascade differential fusion. 2022 abs/2208.06293 CoRR https://doi.org/10.48550/arXiv.2208.06293 db/journals/corr/corr2208.html#abs-2208-06293

Xin Li Yangguang Liu Chen Huang Xingyu Zhou Financial Time Series Prediction Based on GGM-GAN. 170-174 2021 ISKE https://doi.org/10.1109/ISKE54062.2021.9755397 conf/iske/2021 db/conf/iske/iske2021.html#LiLHZ21

Huijun Tang Yangguang Liu Le Wang A New Algorithm of Mining High Utility Sequential Pattern in Streaming Data. 342-350 2018 12 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.2991/ijcis.2019.125905650 db/journals/ijcisys/ijcisys12.html#TangLW18

Yangguang Liu Yun Meng Zhengqiu Lu Xiao Zhi Gao 0001 An incremental updating method for online monitoring state-of-health of VRLA batteries. 1-7 2017 ISKE https://doi.org/10.1109/ISKE.2017.8258769 conf/iske/2017 db/conf/iske/iske2017.html#LiuMLG17

Xiaoqi He Sheng Zhang Yangguang Liu An Adaptive Spectral Clustering Algorithm Based on the Importance of Shared Nearest Neighbors. 177-189 2015 8 Algorithms 2 https://doi.org/10.3390/a8020177 db/journals/algorithms/algorithms8.html#HeZL15

Yangguang Liu Yangming Zhou Shiting Wen Chaogang Tang A Strategy on Selecting Performance Metrics for Classifier Evaluation. 20-35 2014 6 Int. J. Mob. Comput. Multim. Commun. 4 https://doi.org/10.4018/IJMCMC.2014100102 db/journals/ijmcmc/ijmcmc6.html#LiuZWT14

Yangming Zhou Yangguang Liu Jiangang Yang Xiaoqi He Liangliang Liu A Taxonomy of Label Ranking Algorithms. 557-565 2014 9 J. Comput. 3 http://www.jcomputers.us/index.php?m=content&c=index&a=show&catid=110&id=1321 https://doi.org/10.4304/jcp.9.3.557-565 db/journals/jcp/jcp9.html#ZhouLYHL14

Shiting Wen Qing Li 0001 Chaogang Tang An Liu 0002 Liusheng Huang Yangguang Liu Processing Mutliple Requests to Construct Skyline Composite Services. 53-66 2014 13 J. Web Eng. 1&2 http://www.rintonpress.com/xjwe13/jwe-13-12/053-066.pdf db/journals/jwe/jwe13.html#WenLTLHL14

Yangming Zhou Yangguang Liu Xiao Zhi Gao 0001 Guoping Qiu A label ranking method based on Gaussian mixture model. 108-113 2014 72 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2014.08.029 db/journals/kbs/kbs72.html#ZhouLGQ14

Haiquan Zhao 0001 Xiangping Zeng Xiaoqiang Zhang 0011 Jiashu Zhang Yangguang Liu Tiao Wei An adaptive decision feedback equalizer based on the combination of the FIR and FLNN. 679-689 2011 21 Digit. Signal Process. 6 https://doi.org/10.1016/j.dsp.2011.05.004 db/journals/dsp/dsp21.html#ZhaoZZZLW11

Haiquan Zhao 0001 Xiangping Zeng Jiashu Zhang Tianrui Li 0001 Yangguang Liu Da Ruan 0001 Pipelined functional link artificial recurrent neural network with the decision feedback structure for nonlinear channel equalization. 3677-3692 2011 181 Inf. Sci. 17 https://doi.org/10.1016/j.ins.2011.04.033 db/journals/isci/isci181.html#ZhaoZZLLR11

Haiquan Zhao 0001 Xiangping Zeng Jiashu Zhang Yangguang Liu Xiaomin Wang Tianrui Li 0001 A novel joint-processing adaptive nonlinear equalizer using a modular recurrent neural network for chaotic communication systems. 12-18 2011 24 Neural Networks 1 https://doi.org/10.1016/j.neunet.2010.09.009 https://www.wikidata.org/entity/Q51647247 db/journals/nn/nn24.html#ZhaoZZLWL11

Xianglan Han Yangguang Liu Bin Xu Gang Zhang Meta Web Service based Distributed Model Management and Composition Approach. 117-122 2010 ISKE https://doi.org/10.1109/ISKE.2010.5680808 conf/iske/2010 db/conf/iske/iske2010.html#HanLXZ10 Xiaoqi He Yangguang Liu Bin Xu Xiaogang Jin 0002 Combining clustering coefficient-based active learning and semi-supervised learning on networked data. 305-309 2010 ISKE https://doi.org/10.1109/ISKE.2010.5680858 conf/iske/2010 db/conf/iske/iske2010.html#HeLX010 Yangguang Liu Xiaoqi He Bin Xu Evaluation and comparision of compactly supported radial basis function for kernel machine. 310-314 2010 ISKE https://doi.org/10.1109/ISKE.2010.5680863 conf/iske/2010 db/conf/iske/iske2010.html#LiuHX10 Bin Xu Yangguang Liu Xiaoqi He Yanping Tao On the architecture and address mapping mechanism of IoT. 678-682 2010 ISKE https://doi.org/10.1109/ISKE.2010.5680775 conf/iske/2010 db/conf/iske/iske2010.html#XuLHT10 Yigang Wang Yangguang Liu Zhuoyuan Wang Shengli Fan Jialin Cui A low complexity and high performance real-time algorithm of detecting and tracking circular shape in hole-punching machine. 604-608 2008 ISKE https://doi.org/10.1109/ISKE.2008.4731002 conf/iske/2008 db/conf/iske/iske2008.html#WangLWFC08 Yangguang Liu Qinming He Concept Updating with Support Vector Machines. 492-501 2005 conf/waim/2005 WAIM https://doi.org/10.1007/11563952_43 db/conf/waim/waim2005.html#LiuH05 Yangguang Liu Qi Chen Yongchuan Tang Qinming He An Incremental Updating Method for Support Vector Machines. 426-435 https://doi.org/10.1007/978-3-540-24655-8_45 2004 conf/apweb/2004 APWeb db/conf/apweb/apweb2004.html#LiuCTH04 Yongchuan Tang Shouqian Sun Yangguang Liu Conditional Evidence Theory and Its Application in Knowledge Discovery. 500-505 https://doi.org/10.1007/978-3-540-24655-8_54 2004 conf/apweb/2004 APWeb db/conf/apweb/apweb2004.html#TangSL04 Yongchuan Tang Jiacheng Zheng Yangguang Liu Shouqian Sun Belief measures conditioned on random set. 2319-2325 2004 conf/smc/2004 SMC (3) https://doi.org/10.1109/ICSMC.2004.1400675 db/conf/smc/smc2004-3.html#TangZLS04 Zhengjin Xiao Qichun Huang Qi Chen Yangguang Liu The syntactical analysis of workflow model with loop structure. 4911-4916 2004 conf/smc/2004 SMC (5) https://doi.org/10.1109/ICSMC.2004.1401309 db/conf/smc/smc2004-5.html#XiaoHCL04 Yangguang Liu Qinming He Yongchuan Tang Support vector pursuit learning. 5841-5846 2004 conf/smc/2004 SMC (6) https://doi.org/10.1109/ICSMC.2004.1401127 db/conf/smc/smc2004-6.html#LiuHT04 Qi Chen Shikun Chen Yong Chen Jialin Cui Yihang Ding Shengli Fan Xiao Zhi Gao 0001Xiao-Zhi Gao 0001 Xianglan Han Qinming He Xiaoqi He Chen Huang Liusheng Huang Qichun Huang Kaixuan Jiang Xiaogang Jin 0002 Qing Li 0001 Tianrui Li 0001 Xin Li An Liu 0002 Fang Liu 0034 Hong Liu Ja Liu Jia Liu 0020 Liangliang Liu Xueqin Lu Zhengqiu Lu Longjin Lv Yun Meng Jiangbo Qian Kezhi Qiao Guoping Qiu Ruoyu Ren Da Ruan 0001 Hu Shi Jiao Shi Shouqian Sun Chaogang Tang Huijun Tang Xu Tang 0004 Yan Tang Yongchuan Tang Yanping Tao Dong Wang Le Wang Xiaomin Wang Yigang Wang Yue Wang Zhuoyuan Wang Tiao Wei Shiting Wen Nishan Wu Tong Wu 0013 Liang Xiao 0001 Zhengjin Xiao Bin Xu Baoluo Yan Jianan Yang Jiangang Yang Xuwei Yang Xiangping Zeng Dongchen Zhang Gang Zhang Jiashu Zhang Lixian Zhang 0001 Sheng Zhang Shunzhi Zhang Wenhua Zhang Xiaoqiang Zhang 0011 Haiquan Zhao 0001 Jiacheng Zheng FanFan Zhong Xingyu Zhou Yangming Zhou Yimin Zhu 0001