Jiabin Liu

77 papers A* 8A 2B 1Misc 3Journal 56Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-objective evolutionary algorithm based on incremental support vector regression for the irregular strip packing problem.
Ann. Oper. Res.
Zhong-Zhong Jiang, Jiabin Liu, Hongliang Yi, Minghe Sun
2026 J jnl
Differential effects of student and parental mobile phone use on academic procrastination trajectories: Machine learning evidence.
Comput. Educ.
Jiabin Liu, Ru-De Liu, Wei Hong, Jingmin Lin
2026 A* conf
Manipulating the Mind's Eye: A-SAGE, the Attention-Based Attack on ViT Explainability.
AAAI
Boshi Zheng, Yan Li, Jiabin Liu
2025 A conf
A Mole-inspired Incisor-Burrowing Robotic Platform for Planetary Exploration.
IROS
Ran Xu, Jiabin Liu, Zhaofeng Liang, Hongmin Zheng, Kunquan Zheng, Zibiao Chen, Jiawei Chen, Tao Zhang, Kun Xu, Xilun Ding
2025 J jnl
Class Information-Guided Reconstruction for Automatic Modulation Open-Set Recognition.
IEEE Trans. Cogn. Commun. Netw.
Ziwei Zhang, Mengtao Zhu, Jiabin Liu, Yunjie Li, Shafei Wang
2025 — conf
Design and Analysis of a Self-Propelled and Steerable Planetary Subsurface Drilling Robot.
ROBIO
Haoyang Liu, Jiabin Liu, Ran Xu, Guangfei Zhang, Hang Xiao, Kun Xu, Xilun Ding, Tao Zhang
2025 J jnl
Electrical Tissue Adhesives for Strain-Insensitive In-situ Biosensing.
Adv. Intell. Syst.
Tsz Hung Wong, Jiabin Liu, Yijie Cheng, Yilin Xie, Camryn Anway, Ruihao Lu, Chuwei Ye, Zhaohan Yu, Yuan Wang, Xinyue Liu, Shaoting Lin
2025 J jnl
MAS-PD: Transferable Adversarial Attack Against Vision-Transformers-Based SAR Image Classification Task.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Boshi Zheng, Jiabin Liu, Yunjie Li, Yan Li, Zhen Qin
2025 A* conf
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network.
AAAI
Yuming Zhang, Shouxin Zhang, Peizhe Wang, Feiyu Zhu, Dongzhi Guan, Junhao Su, Jiabin Liu, Changpeng Cai
2025 J jnl
Neural reconstruction of 3D ocean wave hydrodynamics from camera sensing.
CoRR
Jiabin Liu, Zihao Zhou, Jialei Yan, Anxin Guo, Alvise Benetazzo, Hui Li
2025 J jnl
Progress and Perspective of Seafloor Regolith-Sampling Robots for Ocean Exploration.
J. Field Robotics
Jiabin Liu, Minhui Ye, Haifei Zhu, Yisheng Guan, Tao Zhang
2025 J jnl
Progressive Training for Learning From Label Proportions.
IEEE Trans. Neural Networks Learn. Syst.
Jiabin Liu, Bo Wang, Yuping Zhang, Huadong Wang, Biao Li, Xin Shen, Gang Kou
2025 J jnl
Robust Text Classification via Improved CNN, Unbalanced BiLSTM, and Multi-Head Attention.
Informatica (Slovenia)
Yan Liang, Jiabin Liu
2025 J jnl
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jiabin Liu, Huadong Wang, Hanyuan Hang, Shumin Ma, Xin Shen, Yong Shi
2025 J jnl
Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning.
CoRR
Peimian Du, Jiabin Liu, Xiaowei Jin, Wangmeng Zuo, Hui Li
2025 J jnl
Transferable Anti-Intelligence Recognition Radar Waveform Design Based on Adversarial Attacks.
IEEE Trans. Aerosp. Electron. Syst.
Ruibin Zhang, Yunjie Li, Jiabin Liu
2025 J jnl
Unsupervised outlier detection based on multi-granularity neighborhood information.
Appl. Intell.
Yi Li, Xinyu Su, Zhong Yuan, Benwen Zhang, Jiabin Liu, Xingqiang Tan
2025 J jnl
Weighted Contrastive Learning for Complementary Label learning.
KSII Trans. Internet Inf. Syst.
Jiayi Liu, Yangyang Zhou, Jiabin Liu, Yan Li
2024 J jnl
A Multialignment Task-Adaptive Method for MFR Mode Recognition on Few-Shot Open-Set Learning.
IEEE Trans. Aerosp. Electron. Syst.
Qihang Zhai, Jiabin Liu, Zilin Zhang, Yan Li, Shafei Wang
2024 J jnl
A real-time multiple tunneling parameter prediction method of TBM steady phase based on dual recurrent neural networks.
Neural Comput. Appl.
Shuangfei Yu, Jinchang Xu, Jiacheng Hu, Jian Li, Jiabin Liu, Haowen Chen, Yisheng Guan, Kun Xu, Tao Zhang
2024 J jnl
Cardinality estimation using normalizing flow.
VLDB J.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
2024 J jnl
Easy-Net: A Lightweight Building Extraction Network Based on Building Features.
IEEE Trans. Geosci. Remote. Sens.
Huaigang Huang, Jiabin Liu, Ruisheng Wang
2024 J jnl
GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection.
CoRR
Yuming Zhang, Dongzhi Guan, Shouxin Zhang, Junhao Su, Yunzhi Han, Jiabin Liu
2024 J jnl
How Parental Mediation and Parental Phubbing Affect Preschool Children's Screen Media Use: A Response Surface Analysis.
Cyberpsychology Behav. Soc. Netw.
Jia Wang, Ru-De Liu, Yi Ding, Wei Hong, Jiabin Liu
2024 J jnl
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network.
CoRR
Yuming Zhang, Shouxin Zhang, Peizhe Wang, Feiyu Zhu, Dongzhi Guan, Jiabin Liu, Changpeng Cai
2024 J jnl
Nearly Optimal Rates of Privacy-Preserving Sparse Generalized Eigenvalue Problem.
IEEE Trans. Knowl. Data Eng.
Lijie Hu, Zihang Xiang, Jiabin Liu, Di Wang
2024 J jnl
Replacement Learning: Training Vision Tasks with Fewer Learnable Parameters.
CoRR
Yuming Zhang, Peizhe Wang, Shouxin Zhang, Dongzhi Guan, Jiabin Liu, Junhao Su
2024 J jnl
Rigid pairwise 3D point cloud registration: A survey.
Pattern Recognit.
Mengjin Lyu, Jie Yang, Zhiquan Qi, Ruijie Xu, Jiabin Liu
2024 Misc conf
SAM: A Self-Adaptive Attention Module for Context-Aware Recommendation System.
ICASSP
Jiabin Liu, Zheng Wei, Zhengpin Li, Xiaojun Mao, Jian Wang, Zhongyu Wei, Qi Zhang
2023 — conf
A Topic-Aware Data Generation Framework for Math Word Problems.
DASFAA (4)
Tianyu Zhao, Chengliang Chai, Jiabin Liu, Guoliang Li, Jianhua Feng, Zitao Liu
2023 A* conf
Efficient Coreset Selection with Cluster-based Methods.
KDD
Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang
2023 J jnl
GAN-CL: Generative Adversarial Networks for Learning From Complementary Labels.
IEEE Trans. Cybern.
Jiabin Liu, Hanyuan Hang, Bo Wang, Biao Li, Huadong Wang, Yingjie Tian, Yong Shi
2023 J jnl
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data.
Proc. ACM Manag. Data
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
2023 — conf
Grand Challenge on Software and Hardware Co-Optimization for E-Commerce Recommendation System.
AICAS
Jianing Li, Jiabin Liu, Xingyuan Hu, Yuhang Zhang, Guosheng Yu, Shimeng Qian, Wei Mao, Li Du, Yongfu Li, Yuan Du
2023 J jnl
LLP-GAN: A GAN-Based Algorithm for Learning From Label Proportions.
IEEE Trans. Neural Networks Learn. Syst.
Jiabin Liu, Bo Wang, Hanyuan Hang, Huadong Wang, Zhiquan Qi, Yingjie Tian, Yong Shi
2023 J jnl
LRAD-Net: An Improved Lightweight Network for Building Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiabin Liu, Huaigang Huang, Hanxiao Sun, Zhifeng Wu, Renbo Luo
2023 — conf
Mechanism Design of a Multi-rod and Wireline-coring Drill Tool for Seafloor Sediment-sampling Robots.
ICARM
Jiabin Liu, Jiashu Feng, Jinchang Xu, Hongyu Wei, Haifei Zhu, Tao Zhang
2023 J jnl
Online few-shot learning for multi-function radars mode recognition based on backtracking contextual prototypical memory.
Digit. Signal Process.
Qihang Zhai, Xiongkui Zhang, Zilin Zhang, Jiabin Liu, Shafei Wang
2023 A conf
Privacy-preserving Sparse Generalized Eigenvalue Problem.
AISTATS
Lijie Hu, Zihang Xiang, Jiabin Liu, Di Wang
2022 J jnl
Biological Engineering Analysis of Vermicompost Based on Image Features and Machine Learning.
Mob. Inf. Syst.
Hongyan Wang, Ling Wang, Jiabin Liu, Ying Nie, Daqing Wang
2022 J jnl
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning.
Proc. VLDB Endow.
Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li
2022 J jnl
Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection.
Proc. VLDB Endow.
Xiang Yu, Chengliang Chai, Guoliang Li, Jiabin Liu
2022 A* conf
Feature Augmentation with Reinforcement Learning.
ICDE
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang
2022 A* conf
RW-Tree: A Learned Workload-aware Framework for R-tree Construction.
ICDE
Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan
2022 J jnl
Research on Urban Distribution Optimization Under Point-based Billing on Simulated Annealing with Variable Neighborhood.
J. Uncertain Syst.
Jiabin Liu, Xuanyu Hu, Junyu Chen, Xin Chen, Xupeng Wen
2022 J jnl
SELF-LLP: Self-supervised learning from label proportions with self-ensemble.
Pattern Recognit.
Jiabin Liu, Zhiquan Qi, Bo Wang, Yingjie Tian, Yong Shi
2022 J jnl
Selective Data Acquisition in the Wild for Model Charging.
Proc. VLDB Endow.
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo
2022 J jnl
Self-supervised knowledge distillation for complementary label learning.
Neural Networks
Jiabin Liu, Biao Li, Minglong Lei, Yong Shi
2021 J jnl
Automatic Data Acquisition for Deep Learning.
Proc. VLDB Endow.
Jiabin Liu, Fu Zhu, Chengliang Chai, Yuyu Luo, Nan Tang
2021 J jnl
FACE: A Normalizing Flow based Cardinality Estimator.
Proc. VLDB Endow.
Jiayi Wang, Chengliang Chai, Jiabin Liu, Guoliang Li
2021 A* conf
Leveraged Weighted Loss for Partial Label Learning.
ICML
Hongwei Wen, Jingyi Cui, Hanyuan Hang, Jiabin Liu, Yisen Wang, Zhouchen Lin
2021 J jnl
Leveraged Weighted Loss for Partial Label Learning.
CoRR
Hongwei Wen, Jingyi Cui, Hanyuan Hang, Jiabin Liu, Yisen Wang, Zhouchen Lin
2021 J jnl
RGSR: A two-step lossy JPG image super-resolution based on noise reduction.
Neurocomputing
Biao Li, Yong Shi, Bo Wang, Zhiquan Qi, Jiabin Liu
2021 J jnl
SAM: A Self-adaptive Attention Module for Context-Aware Recommendation System.
CoRR
Jiabin Liu, Zheng Wei, Zhengpin Li, Xiaojun Mao, Jian Wang, Zhongyu Wei, Qi Zhang
2021 A* conf
Two-stage Training for Learning from Label Proportions.
IJCAI
Jiabin Liu, Bo Wang, Xin Shen, Zhiquan Qi, Yingjie Tian
2021 J jnl
Two-stage Training for Learning from Label Proportions.
CoRR
Jiabin Liu, Bo Wang, Xin Shen, Zhiquan Qi, Yingjie Tian
2020 J jnl
Deep learning from label proportions with labeled samples.
Neural Networks
Yong Shi, Jiabin Liu, Bo Wang, Zhiquan Qi, Yingjie Tian
2020 J jnl
Passivity-Based Cascade-Free Finite-Set Model Predictive Control for Nested Neutral Point-Clamped Converters.
IEEE Access
Lin Qiu, Xing Liu, Jiabin Liu, Jien Ma, Jian Zhang, Yao Li, Youtong Fang
2020 J jnl
s-LWSR: Super Lightweight Super-Resolution Network.
IEEE Trans. Image Process.
Biao Li, Bo Wang, Jiabin Liu, Zhiquan Qi, Yong Shi
2019 — conf
A Novel Texture Generation Super Resolution Model.
ITQM
Biao Li, Yong Shi, Sujuan Li, Bo Wang, Zhiquan Qi, Jiabin Liu
2019 J jnl
High-Precision Tracking of Piezoelectric Actuator Using Iterative Learning Control and Direct Inverse Compensation of Hysteresis.
IEEE Trans. Ind. Electron.
Yupei Jian, Deqing Huang, Jiabin Liu, Da Min
2019 A* conf
Learning from Label Proportions with Generative Adversarial Networks.
NeurIPS
Jiabin Liu, Bo Wang, Zhiquan Qi, Yingjie Tian, Yong Shi
2019 J jnl
Learning from Label Proportions with Generative Adversarial Networks.
CoRR
Jiabin Liu, Bo Wang, Zhiquan Qi, Yingjie Tian, Yong Shi
2019 J jnl
s-LWSR: Super Lightweight Super-Resolution Network.
CoRR
Biao Li, Jiabin Liu, Bo Wang, Zhiquan Qi, Yong Shi
2018 J jnl
A generalized concept-cognitive learning: A machine learning viewpoint.
CoRR
Yunlong Mi, Yong Shi, Jinhai Li, Jiabin Liu, Biao Li
2018 J jnl
Active Vibration Control of a Dynamic Hysteresis System Using μ-Synthesis.
IEEE Access
Jiabin Liu, Kemin Zhou
2018 B conf
Inverse Convolutional Neural Networks for Learning from Label Proportions.
WI
Yong Shi, Jiabin Liu, Zhiquan Qi
2018 J jnl
Learning from label proportions on high-dimensional data.
Neural Networks
Yong Shi, Jiabin Liu, Zhiquan Qi, Bo Wang
2018 J jnl
Unconventional Deformation Behaviours of Nanoscaled High-Entropy Alloys.
Entropy
Yeqiang Bu, Shenyou Peng, Shiwei Wu, Yujie Wei, Gang Wang, Jiabin Liu, Hongtao Wang
2016 J jnl
Sparse and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Jiabin Liu, Qian Du
2014 J jnl
Feature Selection with Positive Region Constraint for Test-Cost-Sensitive Data.
Trans. Rough Sets
Jiabin Liu, Fan Min, Hong Zhao, William Zhu
2013 — conf
On the robust stability analysis with real block structured uncertainties.
ICCA
Jiabin Liu, Kemin Zhou, Lei Ma
2012 Misc conf
An improved genetic algorithm to minimal test cost reduction.
GrC
Jiabin Liu, Shujiao Liao, Fan Min, William Zhu
2012 Misc conf
Ant colony optimization to minimal test cost reduction.
GrC
Zilong Xu, Fan Min, Jiabin Liu, William Zhu
2012 — conf
Minimal Test Cost Feature Selection with Positive Region Constraint.
RSCTC
Jiabin Liu, Fan Min, Shujiao Liao, William Zhu
2006 J jnl
Maximizing the Effective Channel Capacity of Power Controlled WCDMA Systems under Rayleigh Fading Environments.
IEICE Trans. Commun.
Jiabin Liu, Shihua Zhu, Wenyuan Li
2006 J jnl
ROC Analysis for Diagnostic Accuracy of Fracture by Using Different Monitors.
J. Digit. Imaging
Zhigang Liang, Kuncheng Li, Xiaolin Yang, Xiangying Du, Jiabin Liu, Xin Zhao, Xiangdong Qi