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2025

UA-MPC: Uncertainty-Aware Model Predictive Control for Motorized LiDAR OdometryJianping Li 0004, Xinhang Xu, Jinxin Liu, Kun Cao 0002, Shenghai Yuan, Lihua Xie. ral, 10(4):3652-3659, April 2025. [doi]

Pose Estimation and Neural Implicit Reconstruction Toward Noncooperative Spacecraft Without Offline Prior InformationBing Han, Chenxi Wang, Xinyu Zhang, Zhibin Zhao, Zhi Zhai, Jinxin Liu, Naijin Liu, Xuefeng Chen 0002. taes, 61(2):2612-2630, April 2025. [doi]

LEAD: Learning-Enhanced Adaptive Decision-Making for Autonomous Driving in Dynamic EnvironmentsHeye Huang, Jinxin Liu, Bo Zhang, Shiyue Zhao, Boqi Li 0001, Jianqiang Wang 0003. tits, 26(5):6142-6156, May 2025. [doi]

Energy-Efficient UAV Edge Computing for Space-Air-Ground Integrated NetworksYudan Jiang, Xiao Tang, Bin Li, Ruonan Zhang, Jinxin Liu, Naijin Liu. wcnc 2025: 1-6 [doi]

Towards evaluating and building versatile large language models for medicineChaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang 0002, Yanfeng Wang 0001, Weidi Xie. npjdm, 8(1), 2025. [doi]

Dynamic multi teacher knowledge distillation for semantic parsing in KBQAAo Zou, Jun Zou, Shulin Cao, Jiajie Zhang, Jinxin Liu, Jing Wan, Lei Hou 0001. eswa, 263:125599, 2025. [doi]

2024

Off-Dynamics Inverse Reinforcement LearningYachen Kang, Jinxin Liu, Donglin Wang. access, 12:65117-65127, 2024. [doi]

Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier DesignsYao Lai, Jinxin Liu, David Z. Pan, Ping Luo. nips 2024: [doi]

DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question AnsweringZhicheng Lee, Zhidian Huang, Zijun Yao 0002, Jinxin Liu, Amy Xin, Lei Hou 0001, Juanzi Li. CIKM 2024: 5234-5238 [doi]

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question AnsweringJinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lunyiu Nie, Linmei Hu, Lei Hou 0001, Juanzi Li. acl 2014: 792-815 [doi]

Social Ties and New Venture Performance: The Moderated Mediating Effects of Entrepreneurial MotivationsJinxin Liu, Xiangyu Yang, Shibin Sheng. tem, 71:3920-3933, 2024. [doi]

A Distributed Optimization Approach for Collaborative Object Lifting Using Multiple Aerial RobotsJinxin Liu, Chao Sun 0003, Zhi-feng, Renhe Guan, Jindong Chang, Guoqiang Hu 0001. us, 12(2):305-321, March 2024. [doi]

DIDI: Diffusion-Guided Diversity for Offline Behavioral GenerationJinxin Liu, Xinghong Guo, Zifeng Zhuang, Donglin Wang. icml 2024: [doi]

Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement LearningJinxin Liu, Ziqi Zhang, Zhenyu Wei, Zifeng Zhuang, Yachen Kang, Sibo Gai, Donglin Wang. AAAI 2024: 13945-13953 [doi]

GSC: A graph-based skill composition framework for robot learningQiangxing Tian, Shanshan Zhang, Donglin Wang, Jinxin Liu, Shuyu Yang. ras, 182:104787, 2024. [doi]

Research on the Application of Artificial Intelligence Technologies for Integrated Marketing Collaboration in Infrastructure EnterprisesZhen Wang, Jinxin Liu. bdiot 2024: 371-376 [doi]

Identification, isoform classification, ligand binding, and database construction of the protein-tyrosine sulfotransferase family in metazoansXiaozhe Yi, Panpan Jin, Zhaolei Zhang, Erhuan Zang, Yu Tian, Xinyi Li, Jinxin Liu, Yunbo Wang, Linchun Shi. cbm, 182:109208, 2024. [doi]

Reinformer: Max-Return Sequence Modeling for Offline RLZifeng Zhuang, Dengyun Peng, Jinxin Liu, Ziqi Zhang, Donglin Wang. icml 2024: [doi]

2023

Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent ThreatsZhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic. ACM Comput. Surv., 55(5), 2023. [doi]

Beyond Reward: Offline Preference-guided Policy OptimizationYachen Kang, Diyuan Shi, Jinxin Liu, Li He, Donglin Wang. icml 2023: 15753-15768 [doi]

ChiPFormer: Transferable Chip Placement via Offline Decision TransformerYao Lai, Jinxin Liu, Zhentao Tang, Bin Wang, Jianye Hao, Ping Luo 0002. icml 2023: 18346-18364 [doi]

SIGA: social influence modeling integrating graph autoencoder for rating predictionJinxin Liu, Yingyuan Xiao, Wenguang Zheng, Ching-Hsien Hsu. apin, 53(6):6432-6447, March 2023. [doi]

Relative Localization Estimation for Multiple Robots via the Rotating Ultra-Wideband TagJinxin Liu, Guoqiang Hu 0001. ral, 8(7):4187-4194, July 2023. [doi]

CLUE: Calibrated Latent Guidance for Offline Reinforcement LearningJinxin Liu, Lipeng Zu, Li He, Donglin Wang. corl 2023: 906-927 [doi]

CEIL: Generalized Contextual Imitation LearningJinxin Liu, Li He, Yachen Kang, Zifeng Zhuang, Donglin Wang, Huazhe Xu. nips 2023: [doi]

Design from Policies: Conservative Test-Time Adaptation for Offline Policy OptimizationJinxin Liu, Hongyin Zhang, Zifeng Zhuang, Yachen Kang, Donglin Wang, Bin Wang. nips 2023: [doi]

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information ExtractionJi Qi, Chuchun Zhang, Xiaozhi Wang, Kaisheng Zeng, Jifan Yu, Jinxin Liu, Lei Hou, Juanzi Li, Xu Bin. emnlp 2023: 5876-5890 [doi]

Defect-aware transformer network for intelligent visual surface defect detectionHongbing Shang, Chuang Sun, Jinxin Liu, XueFeng Chen, Ruqiang Yan 0001. aei, 55:101882, January 2023. [doi]

Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine BladeHongbing Shang, Jingyao Wu, Chuang Sun, Jinxin Liu, Xuefeng Chen 0002, Ruqiang Yan 0001. tii, 19(8):8865-8877, August 2023. [doi]

Offline Imitation Learning with Variational Counterfactual ReasoningZexu Sun, Bowei He, Jinxin Liu, Xu Chen, Chen Ma, Shuai Zhang. nips 2023: [doi]

Behavior Proximal Policy OptimizationZifeng Zhuang, Kun Lei, Jinxin Liu, Donglin Wang, Yilang Guo. iclr 2023: [doi]

2022

GMrepo v2: a curated human gut microbiome database with special focus on disease markers and cross-dataset comparisonDie Dai, Jiaying Zhu, Chuqing Sun, Min Li, Jinxin Liu, Sicheng Wu, Ning Kang 0001, Lijie He, Xing-Ming Zhao, Wei-Hua Chen. nar, 50(D1):777-784, 2022. [doi]

Real-Time Monocular Joint Perception Network for Autonomous DrivingKeqiang Li, Hui Xiong, Jinxin Liu, Qing Xu 0010, Jianqiang Wang 0003. tits, 23(9):15864-15877, 2022. [doi]

An End-to-End Multi-Task Learning Model for Drivable Road Detection via Edge Refinement and Geometric DeformationKeqiang Li, Hui Xiong, Dameng Yu, Jinxin Liu, Yu-ang Guo, Jianqiang Wang 0003. tits, 23(7):8641-8651, 2022. [doi]

Hybrid Variational Autoencoder for Collaborative FilteringJinxin Liu, Yingyuan Xiao, Ke Zhu 0003, Wenguang Zheng, Ching-Hsien Hsu. cscwd 2022: 251-256 [doi]

Collaborative Feature Maps of Networks and Hosts for AI-driven Intrusion DetectionJinxin Liu, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic. globecom 2022: 2662-2667 [doi]

Active Vibration Control Technology in ChinaJinxin Liu, Xingwu Zhang, Chenxi Wang, Ruqiang Yan 0001. imm, 25(2):36-44, 2022. [doi]

A New Realistic Benchmark for Advanced Persistent Threats in Network TrafficJinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Mehran Bagheri, Petar Djukic. ieeenl, 4(3):162-166, 2022. [doi]

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying MechanismsJinxin Liu, Jiaxin Shi, Ji Qi, Lei Hou 0001, Juanzi Li, Qi Tian. emnlp 2022: 6193-6206 [doi]

Adversarial Machine Learning: A Multilayer Review of the State-of-the-Art and Challenges for Wireless and Mobile SystemsJinxin Liu, Michele Nogueira, Johan Fernandes, Burak Kantarci. comsur, 24(1):123-159, 2022. [doi]

Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement LearningJinxin Liu, Donglin Wang, Qiangxing Tian, Zhengyu Chen. AAAI 2022: 7558-7566 [doi]

DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement LearningJinxin Liu, Hongyin Zhang, Donglin Wang. iclr 2022: [doi]

Binarized network embedding with community structural informationYanbei Liu, Jinxin Liu, Zhongqiang Wang, Xiao Wang, Fang Zhang 0001, Zhitao Xiao. isci, 616:204-216, 2022. [doi]

End-to-End Self-Driving Approach Independent of Irrelevant Roadside Objects With Auto-EncoderTinghan Wang, Yugong Luo, Jinxin Liu, Rui Chen, Keqiang Li. tits, 23(1):641-650, 2022. [doi]

Technical Application and Design of Power Intelligent Platform Based on Winter OlympicsZhidong Yang, Fengshi Luan, Jinxin Liu, Di Yang, Haobo Xu. atci 2023: 127-135 [doi]

2021

LCW: A Lightweight Recommendation Framework for Non-profit Crowdfunding ProjectsJinxin Liu, Yingyuan Xiao, Wenguang Zheng. csse 2021: 238-242 [doi]

Switch Open and Short Circuit Fault diagnosis and Fault Tolerant Operation for Push-Pull ConverterJinxin Liu, Xiaobin Zhang, Yingnan Ren, Guozhao Liu, Zhiyuan Guo. iecon 2021: 1-6 [doi]

Probabilistic vehicle trajectory prediction via driver characteristic and intention estimation model under uncertaintyJinxin Liu, Hui Xiong, Tinghan Wang, Heye Huang, Zhihua Zhong, Yugong Luo. irob, 48(6):778-791, 2021. [doi]

RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learningJinxin Liu, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Xiaoxin Liu, Hongxia Li, Weimin Li, Zhang Yi 0001. cars, 16(6):895-904, 2021. [doi]

Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement LearningJinxin Liu, Hao Shen, Donglin Wang, Yachen Kang, Qiangxing Tian. nips 2021: 28784-28797 [doi]

Unsupervised Discovery of Transitional Skills for Deep Reinforcement LearningQiangxing Tian, Jinxin Liu, Guanchu Wang, Donglin Wang. ijcnn 2021: 1-8 [doi]

Multi-Objective End-to-End Self-Driving Based on Pareto-Optimal Actor-Critic ApproachTinghan Wang, Yugong Luo, Jinxin Liu, Keqiang Li. itsc 2021: 473-478 [doi]

A Continuum Robot with Twin-Pivot Structure: The Kinematics and Shape EstimationZheshuai Yang, Laihao Yang, Lu Xu, Xuefeng Chen 0002, Yanjie Guo, Jinxin Liu, Yu Sun. icira 2021: 466-475 [doi]

Prediction and collection of protein-metabolite interactionsTianyi Zhao, Jinxin Liu, Xi Zeng, Wei Wang, Sheng Li, Tianyi Zang, Jiajie Peng, Yang Yang. bib, 22(5), 2021. [doi]

2020

Analysis and Optimization of Interpolation Points for Quadruped Robots Joint TrajectoryMingfang Chen, Kaixiang Zhang, Sen Wang, Fei Liu, Jinxin Liu, Yongxia Zhang. complexity, 2020, 2020. [doi]

A probabilistic risk assessment framework considering lane-changing behavior interactionHeye Huang, Jianqiang Wang, Cong Fei, Xunjia Zheng, Yibin Yang, Jinxin Liu, Xiangbin Wu, Qing Xu 0010. chinaf, 63(9):1-15, 2020. [doi]

Machine learning-driven intrusion detection for Contiki-NG-based IoT networks exposed to NSL-KDD datasetJinxin Liu, Burak Kantarci, Carlisle Adams. wisec 2020: 25-30 [doi]

Probabilistic Long-term Vehicle Trajectory Prediction via Driver Awareness ModelJinxin Liu, Hui Xiong, Heye Huang, Yugong Luo, Zhihua Zhong, Keqiang Li. ivs 2020: 992-998 [doi]

Multivariate Time Series Prediction with PID-based Residual CompensationJinxin Liu, Qiangxing Tian, Donglin Wang. ijcnn 2020: 1-7 [doi]

Independent Skill Transfer for Deep Reinforcement LearningQiangxing Tian, Guanchu Wang, Jinxin Liu, Donglin Wang, Yachen Kang. IJCAI 2020: 2901-2907 [doi]

Dynamic Adaptive Cross-Chain Trading Mode for Multi-Microgrid Joint OperationLongze Wang, Jing Wu, Rongfang Yuan, Delong Zhang, Jinxin Liu, Siyu Jiang, Yan Zhang, Meicheng Li. sensors, 20(21):6096, 2020. [doi]

Frequency domain spline adaptive filtersLiangdong Yang, Jinxin Liu, Qian Zhang, Ruqiang Yan, XueFeng Chen. sigpro, 177:107752, 2020. [doi]

A Dual-Channel convolution neural network for image smoke detectionFang Zhang, Wen Qin, Yanbei Liu, Zhitao Xiao, Jinxin Liu, Qi Wang, Kaihua Liu. mta, 79(45-46):34587-34603, 2020. [doi]

Strategic orientations and participation intentions for technical standardisationYong Zhang, Jinxin Liu, Shibin Sheng. taasm, 32(8):881-894, 2020. [doi]

2019

2016

基于热例程的动态二进制翻译优化 (Hot-routine Based Optimization of Dynamic Binary Translation)Weiyu Dong, Jinxin Liu, Xuyan Qi, Hongqi He, Liehui Jiang. jsjkx, 43(5):27-33, 2016. [doi]

Adaptive Compensation of Misequalization in Narrowband Active Noise Equalizer SystemsJinxin Liu, XueFeng Chen. taslp, 24(12):2390-2399, 2016. [doi]

2015

Precision Motion Control Method Based on Artificial Bee Colony AlgorithmJinxiang Pian, Dan Wang, Yue Zhou, Jinxin Liu, Yuanwei Qi. ichsa 2016: 29-38 [doi]

2013

Optimal Design of Enterprise Human Resource Training ProgramLihong He, Jinxin Liu. bife 2013: 446-448 [doi]

2004

A Multiple RBF NN Modeling Approach to BOF Endpoint Estimation in Steelmaking ProcessXin Wang, Shaoyuan Li, Zhongjie Wang, Jun Tao, Jinxin Liu. isnn 2004: 848-853 [doi]

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