Qinghua Liu

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 111

Top Venues

Publications

Tian Liang, Zhenyu Sun, Lintao Hu, Maoqi Zhu, Mingbo Zhang, Qinghua Liu, Jian Chen, Deyong Chen, Yulan Lu, Junbo Wang
Microelectrochemical Rotational Vibration Sensor With SOI-Based Microelectrodes Used for Seismic Monitoring. IEEE Trans. Instrum. Meas. 73 (2024)
Yanan Fan, Zhongcai Pei, Chen Wang, Meng Li, Zhiyong Tang, Qinghua Liu
A Review of Quadruped Robots: Structure, Control, and Autonomous Motion. Adv. Intell. Syst. 6 (6) (2024)
Jiachen Hu, Qinghua Liu, Chi Jin
On Limitation of Transformer for Learning HMMs. CoRR (2024)
Qinghua Liu, Xiaojiao Chen, Xiaoteng Tang
Spherical fuzzy bipartite graph based QFD methodology (SFBG-QFD): Assistive products design application. Expert Syst. Appl. 239 (2024)
Dong Li, Renjie Jiang, Tianqi Mao, Shuang Liu, Jun Wan, Qinghua Liu
Knowledge-Guided Rotated Network for Power Line Detection in Infrared Images. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xiaohua Kang, Jun Wan, Dong Li, Qinghua Liu, Hongqing Liu, Rensu Hu, Zhanye Chen
Spaceborne distributed aperture radar maneuvering target detection approach with space-time 2D hybrid integration technique. Signal Process. 217 (2024)
Xiaojiao Chen, Qinghua Liu, Yonghao Chen, Ruihan Wang, Yang You, Wanxin Deng, Wei Chen, Xiaosong Wang
ColorNetVis: An Interactive Color Network Analysis System for Exploring the Color Composition of Traditional Chinese Painting. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
Zhibin Zhang, Wanli Xue, Qinghua Liu, Kaihua Zhang, Shengyong Chen
Learnable Diffusion-Based Amplitude Feature Augmentation for Object Tracking in Intelligent Vehicles. IEEE Trans. Intell. Veh. 9 (4) (2024)
Qianwen Fu, Qinghua Liu, Xun Lu, Tao Hu, Yige Wang, Junchen Pan
Interval-valued spherical fuzzy quality function deployment methodology: Metaverse collaborative system design application. Eng. Appl. Artif. Intell. 133 (2024)
Qinghua Liu, Weikang Liu, Yishan Liu, Tiantian Zhe, Bochuan Ding, Zhenwei Liang
Rice grains and grain impurity segmentation method based on a deep learning algorithm-NAM-EfficientNetv2. Comput. Electron. Agric. 209 (2023)
Qinghua Liu, Jiadui Chen, Kai Yang, Dan Liu, Ling He, Qing Qin, Yuqing Wang
An integrating spherical fuzzy AHP and axiomatic design approach and its application in human-machine interface design evaluation. Eng. Appl. Artif. Intell. 125 (2023)
Qinghua Liu, Longyun Kang, Xinwei Duan, Yangbo Liu, Zhi Zhang
Efficient model predictive current control for the grid-connected quasi-Z-source T-type inverter. IEICE Electron. Express 20 (17) (2023)
Qinghua Liu, Guojiang Xiong, Xiaofan Fu, Ali Wagdy Mohamed, Jing Zhang, Mohammed Azmi Al-Betar, Hao Chen, Jun Chen, Sheng Xu
Hybridizing gaining-sharing knowledge and differential evolution for large-scale power system economic dispatch problems. J. Comput. Des. Eng. 10 (2) (2023)
Qinghua Liu, Meng Ge, Zhizheng Wu, Haizhou Li
PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network. CoRR (2023)
Chung-Wei Lee, Qinghua Liu, Yasin Abbasi-Yadkori, Chi Jin, Tor Lattimore, Csaba Szepesvári
Context-lumpable stochastic bandits. CoRR (2023)
Fangli Su, Shihao Li, Qinghua Liu, Yin Zhang
A bibliometric study of digital humanities research in China from 2012 to 2021. Inf. Res. 28 (4) (2023)
Qinghua Liu, Gellért Weisz, András György, Chi Jin, Csaba Szepesvári
Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL. CoRR (2023)
Yuanhao Wang, Qinghua Liu, Chi Jin
Is RLHF More Difficult than Standard RL? CoRR (2023)
Qinghua Liu, Qiming Zeng, Zhiliang Zhang
Evaluation of InSAR Tropospheric Correction by Using Efficient WRF Simulation with ERA5 for Initialization. Remote. Sens. 15 (1) (2023)
Yuanhao Wang, Qinghua Liu, Yu Bai, Chi Jin
Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation. CoRR (2023)
Qinghua Liu, Meng Ge, Zhizheng Wu, Haizhou Li
PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network. INTERSPEECH (2023)
Rensu Hu, Dong Li, Jun Wan, Xiaohua Kang, Qinghua Liu, Zhanye Chen, Xiaopeng Yang
Integration and Detection of a Moving Target with Multiple Beams Based on Multi-Scale Sliding Windowed Phase Difference and Spatial Projection. Remote. Sens. 15 (18) (2023)
Yuting Qiao, Junyi Cao, Guohui Huang, Huan Liu, Yaguo Lei, Qinghua Liu
Improved subspace modal identification of industrial robots. J. Field Robotics 40 (6) (2023)
Yuanhao Wang, Qinghua Liu, Chi Jin
Is RLHF More Difficult than Standard RL? A Theoretical Perspective. NeurIPS (2023)
Shuang Liu, Dong Li, Renjie Jiang, Qinghua Liu, Jun Wan, Xiaopeng Yang, Hehao Liu
A Mixed-Scale Self-Distillation Network for Accurate Ship Detection in SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yuanhao Wang, Qinghua Liu, Yu Bai, Chi Jin
Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation. COLT (2023)
Qinghua Liu, Gellért Weisz, András György, Chi Jin, Csaba Szepesvári
Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL. NeurIPS (2023)
Chung-Wei Lee, Qinghua Liu, Yasin Abbasi-Yadkori, Chi Jin, Tor Lattimore, Csaba Szepesvári
Context-lumpable stochastic bandits. NeurIPS (2023)
Qinghua Liu, Praneeth Netrapalli, Csaba Szepesvári, Chi Jin
Optimistic MLE: A Generic Model-Based Algorithm for Partially Observable Sequential Decision Making. STOC (2023)
Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai
Policy Optimization for Markov Games: Unified Framework and Faster Convergence. CoRR (2022)
Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai
Policy Optimization for Markov Games: Unified Framework and Faster Convergence. NeurIPS (2022)
Chengqi Hou, Wei Yang, Zhiming Zhang, Qinghua Liu, Jianmao Xiao
Secure Communication for 6TiSCH Wireless Networks Based on Hybrid ECC and AES Algorithms. MONAMI (2022)
Qinghua Liu, Yang Xu
Axiom selection over large theory based on new first-order formula metrics. Appl. Intell. 52 (2) (2022)
Qinghua Liu, Yang Xu, Xingxing He
Attention recurrent cross-graph neural network for selecting premises. Int. J. Mach. Learn. Cybern. 13 (5) (2022)
Qinghua Liu, Praneeth Netrapalli, Csaba Szepesvári, Chi Jin
Optimistic MLE - A Generic Model-based Algorithm for Partially Observable Sequential Decision Making. CoRR (2022)
Qinghua Liu, Yuanhao Wang, Chi Jin
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits. CoRR (2022)
Qinghua Liu, Yating Huang, Yunzhe Hao, Jiaming Xu, Bo Xu
LiMuSE: Lightweight Multi-Modal Speaker Extraction. SLT (2022)
Dong Li, Quanhuan Liang, Hongqing Liu, Qinghua Liu, Haijun Liu, Guisheng Liao
A Novel Multidimensional Domain Deep Learning Network for SAR Ship Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shanshan Qiu, Qinmin, Qinghua Liu, Yanru Chen, Zhen Jin, Xiaofang Deng
An Extended TODIM Method for Multi-criteria Decision Making Under q-Rung Orthopair Fuzzy Environment. MONAMI (2022)
Qinghua Liu, Alan Chung, Csaba Szepesvári, Chi Jin
When Is Partially Observable Reinforcement Learning Not Scary? COLT (2022)
Zihan Ding, Dijia Su, Qinghua Liu, Chi Jin
A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games. CoRR (2022)
Qinghua Liu, Yuxiang Jiang
Dive into Big Model Training. CoRR (2022)
Qinghua Liu, Alan Chung, Csaba Szepesvári, Chi Jin
When Is Partially Observable Reinforcement Learning Not Scary? CoRR (2022)
Qinghua Liu, Jiadui Chen, Yongming Wu, Kai Yang
Linguistic Z-numbers and cloud model weighted ranking technology and its application in concept evaluation of information axiom. J. Supercomput. 78 (5) (2022)
Qinghua Liu, Csaba Szepesvári, Chi Jin
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games. NeurIPS (2022)
Hui Wang, Shan Ouyang, Qinghua Liu, Kefei Liao, Lijun Zhou
Deep-Learning-Based Method for Estimating Permittivity of Ground-Penetrating Radar Targets. Remote. Sens. 14 (17) (2022)
Qinghua Liu, Csaba Szepesvári, Chi Jin
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games. CoRR (2022)
Xiuqin Li, Dong Li, Hongqing Liu, Jun Wan, Zhanye Chen, Qinghua Liu
A-BFPN: An Attention-Guided Balanced Feature Pyramid Network for SAR Ship Detection. Remote. Sens. 14 (15) (2022)
Qinghua Liu, Yuanhao Wang, Chi Jin
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits. ICML (2022)
Chi Jin, Qinghua Liu, Tiancheng Yu
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces. ICML (2022)
Qinghua Liu, Yating Huang, Yunzhe Hao, Jiaming Xu, Bo Xu
LiMuSE: Lightweight Multi-modal Speaker Extraction. CoRR (2021)
Shicheng Li, Qinghua Liu, Jiangyan Dai, Wenle Wang, Xiaolin Gui, Yugen Yi
Adaptive-Weighted Multiview Deep Basis Matrix Factorization for Multimedia Data Analysis. Wirel. Commun. Mob. Comput. 2021 (2021)
Wei Yang, Yuanlong Cao, Xun Shao, Hao Wang, Zhiming Zhang, Qinghua Liu
A Decentralized Scheduling Function for TSCH-Based Wireless Networks. MONAMI (2021)
Qinghua Liu, Qiming Zeng, Jian Jiao
Assessment of the Accuracy of Tropospheric Atmospheric Correction Using a High-Efficiency WRF Simulation Driven by ERA5. IGARSS (2021)
Chi Jin, Qinghua Liu, Tiancheng Yu
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces. CoRR (2021)
Chi Jin, Qinghua Liu, Yuanhao Wang, Tiancheng Yu
V-Learning - A Simple, Efficient, Decentralized Algorithm for Multiagent RL. CoRR (2021)
Qinghua Liu, Junfeng Wang, Xingzhao Liu
SAR-GMTI Based on ATI with Normalized Amplitude Weighted Phase Difference. IGARSS (2021)
Xiaofang Tan, Xin Ge, Qinghua Liu, Zhengjun Yuan
The Impact of Goodwill Recognition and Goodwill Impairment on the Increasing Holdings of Block Shareholders. Complex. 2021 (2021)
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning. IEEE Trans. Signal Process. 69 (2021)
Zhenhui Chen, Yajun Wang, Zhuxian Lian, Zhibin Xie, Qinghua Liu
Low-Complexity Constant Envelope Precoding With One-Bit DAC for Massive MU-MIMO Systems. IEEE Wirel. Commun. Lett. 10 (12) (2021)
Jun Wan, Xiaoheng Tan, Zhanye Chen, Dong Li, Qinghua Liu, Yu Zhou, Linrang Zhang
Refocusing of Ground Moving Targets with Doppler Ambiguity Using Keystone Transform and Modified Second-Order Keystone Transform for Synthetic Aperture Radar. Remote. Sens. 13 (2) (2021)
Chi Jin, Qinghua Liu, Sobhan Miryoosefi
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms. CoRR (2021)
Wenle Wang, Chengying Mao, Shuai Zhao, Yuanlong Cao, Yugen Yi, Shaolong Chen, Qinghua Liu
A Smart Semipartitioned Real-Time Scheduling Strategy for Mixed-Criticality Systems in 6G-Based Edge Computing. Wirel. Commun. Mob. Comput. 2021 (2021)
Chi Jin, Qinghua Liu, Sobhan Miryoosefi
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms. NeurIPS (2021)
Qinghua Liu, Tiancheng Yu, Yu Bai, Chi Jin
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play. ICML (2021)
Senlin Tang, Hong Wang, Yao Feng, Qinghua Liu, Tingting Wang, Wenbin Liu, Fubao Sun
Random Forest-Based Reconstruction and Application of the GRACE Terrestrial Water Storage Estimates for the Lancang-Mekong River Basin. Remote. Sens. 13 (23) (2021)
Qinghua Liu, Qingping Li
A Joint Allocation Algorithm of Computing and Communication Resources Based on Reinforcement Learning in MEC System. J. Inf. Process. Syst. 17 (4) (2021)
Dipendra Misra, Qinghua Liu, Chi Jin, John Langford
Provable Rich Observation Reinforcement Learning with Combinatorial Latent States. ICLR (2021)
Chi Jin, Sham M. Kakade, Akshay Krishnamurthy, Qinghua Liu
Sample-Efficient Reinforcement Learning of Undercomplete POMDPs. CoRR (2020)
Qinghua Liu, Zhou Lu
A Tight Lower Bound for Uniformly Stable Algorithms. CoRR (2020)
Chi Jin, Sham M. Kakade, Akshay Krishnamurthy, Qinghua Liu
Sample-Efficient Reinforcement Learning of Undercomplete POMDPs. NeurIPS (2020)
Qinghua Liu, Tiancheng Yu, Yu Bai, Chi Jin
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play. CoRR (2020)
Bingyi Zhou, Ziqiang Chen, Qinghua Liu
An Efficient Solution to the Perspective-n-Point Problem for Camera With Unknown Focal Length. IEEE Access 8 (2020)
Qinghua Liu, Yuanxin He, Chang Jiang
Localization of Subsurface Targets Based on Symmetric Sub-array MIMO Radar. J. Inf. Process. Syst. 16 (4) (2020)
Qinghua Liu, Juanqiong Gou, Luis M. Camarinha-Matos
Towards Agile Operation for Small Teams in Knowledge Intensive Organizations: A Collaboration Framework. PRO-VE (2020)
Qinghua Liu, Zishi Wu, Zihao Wang, Geoff Sutcliffe
Evaluation of Axiom Selection Techniques. PAAR+SC²@IJCAR (2020)
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization. NeurIPS (2020)
Øystein Sørensen, Marta Crispino, Qinghua Liu, Valeria Vitelli
BayesMallows: An R Package for the Bayesian Mallows Model. R J. 12 (1) (2020)
Yuanlong Cao, Jing Chen, Qinghua Liu, Gang Lei, Hao Wang, Ilsun You
Can Multipath TCP be Robust to Cyber Attacks With Incomplete Information? IEEE Access 8 (2020)
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization. CoRR (2020)
Jingjing Li, Shan Ouyang, Xiyan Sun, Kefei Liao, Qinghua Liu
Ambiguity Analysis for Multitarget Estimation Using Random Permutated Frequency Diverse Arrays. IEEE Access 8 (2020)
Yuanlong Cao, Dandan Yu, Li Zeng, Qinghua Liu, Fuying Wu, Xiaolin Gui, Minghe Huang
Towards Efficient Parallel Multipathing: A Receiver-Centric Cross-Layer Solution to Aid Multipath TCP. ICPADS (2019)
Qinghua Liu, Fenfen Ke, Zhihua Liu, Jiaxin Zeng
Loss-Aware CMT-Based Multipathing Scheme for Efficient Data Delivery to Heterogeneous Wireless Networks. Int. J. Digit. Multim. Broadcast. 2019 (2019)
Honggao Deng, Tingfa Xu, Qinghua Liu, Yuhan Zhang
Building feature extraction method based on double reflection imaging dictionary. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Qinghua Liu, Xinyue Shen, Yuantao Gu
Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis. IEEE Access 7 (2019)
Qinghua Liu, Andrew Henry Reiner, Arnoldo Frigessi, Ida Scheel
Diverse personalized recommendations with uncertainty from implicit preference data with the Bayesian Mallows model. Knowl. Based Syst. 186 (2019)
Juanqiong Gou, Qinghua Liu, Wenxin Mu, Wenchi Ying, Hamideh Afsarmanesh, Frédérick Bénaben
A Digital-Enabled Framework for Intelligent Collaboration in Small Teams. PRO-VE (2019)
Yuanlong Cao, Li Zeng, Qinghua Liu, Gang Lei, Minghe Huang, Hao Wang
Receiver-Assisted Partial-Reliable Multimedia Multipathing Over Multi-Homed Wireless Networks. IEEE Access 7 (2019)
Dong Li, Chengxiang Zhang, Haining Ma, Hongqing Liu, Jia Su, Qinghua Liu
An Efficient SAR Ground Moving Target Refocusing Method Based on PPFFT and Coherently Integrated CPF. IEEE Access 7 (2019)
Dong Li, Chengxiang Zhang, Hongqing Liu, Jia Su, Xiaoheng Tan, Qinghua Liu, Guisheng Liao
A Fast Cross-Range Scaling Algorithm for ISAR Images Based on the 2-D Discrete Wavelet Transform and Pseudopolar Fourier Transform. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Ying Guo, Qinghua Liu, Xianlei Ji, Shengli Wang, Mingyang Feng, Yuxi Sun
Multimode Pedestrian Dead Reckoning Gait Detection Algorithm Based on Identification of Pedestrian Phone Carrying Position. Mob. Inf. Syst. 2019 (2019)
Wenbo Wu, Zhengdong Huang, Qinghua Liu, Lianhua Liu
A combinatorial optimisation approach for recognising interacting machining features in mill-turn parts. Int. J. Prod. Res. 56 (11) (2018)
Yugen Yi, Shaojie Qiao, Wei Zhou, Caixia Zheng, Qinghua Liu, Jianzhong Wang
Adaptive multiple graph regularized semi-supervised extreme learning machine. Soft Comput. 22 (11) (2018)
Yugen Yi, Wei Zhou, Qinghua Liu, Guoliang Luo, Jianzhong Wang, Yuming Fang, Caixia Zheng
Ordinal preserving matrix factorization for unsupervised feature selection. Signal Process. Image Commun. 67 (2018)
Gen Li, Qinghua Liu, Yuantao Gu
Rigorous Restricted Isometry Property of Low-Dimensional Subspaces. CoRR (2018)
Ying Guo, Qinghua Liu, Xianlei Ji, Jiang Qian-qian
Gait Estimating Based on Accelerometer of the SmartPhone. UPINLBS (2018)
Gen Li, Qinghua Liu, Yuantao Gu
Restricted Isometry Property for Low-Dimensional Subspaces and its Application in Compressed Subspace Clustering. DSW (2018)
Juanqiong Gou, Nan Li, Wenxin Mu, Qinghua Liu, Xiyan Lv
Chinese Collaborative Software in Digital Transformation Era. PRO-VE (2018)
Guoliang Luo, Gang Lei, Yuanlong Cao, Qinghua Liu, Hyewon Seo
Joint entropy-based motion segmentation for 3D animations. Vis. Comput. 33 (10) (2017)
Qinghua Liu, Xinyue Shen, Yuantao Gu
Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis. CoRR (2017)

Qinghua Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Qinghua Liu