Nana Liu

68 papers A* 1B 1Journal 64Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos.
CoRR
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 J jnl
Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.
Medical Image Anal.
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 J jnl
Cross-border logistics route planning method optimized by reinforcement learning and genetic algorithm.
Discov. Artif. Intell.
Fengwei Zhang, Nana Liu
2026 J jnl
DG-Morph: dense convolutional and gated feature extraction network for multimodal 3D prostate MRI registration.
Appl. Intell.
Mengxing Huang, Zhihao Huang, Zehao Ni, Yu Zhang, Nana Liu, Uzair Aslam Bhatti, Jing Chen, Gang Wang, Zhiming Bai
2026 J jnl
Fermi-Dirac thermal measurements: A framework for quantum hypothesis testing and semidefinite optimization.
CoRR
Nana Liu, Mark M. Wilde
2025 J jnl
A consensus-reaching model considering decision-makers' willingness in social network-based large-scale group decision-making.
Inf. Fusion
Nana Liu, Xianzhe Zhang, Hangyao Wu
2025 J jnl
A coordinator-driven consensus-reaching model for green technology utilisation rate determination.
Inf. Sci.
Nana Liu, Xianzhe Zhang, Hangyao Wu, Bai Yang, Yuelong Zheng
2025 J jnl
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation.
J. Mach. Learn. Res.
Sungduk Yu, Zeyuan Hu, Akshay Subramaniam, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius J. M. Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Helge Heuer, Benjamin R. Hillman, Andrea M. Jenney, Nana Liu, Alistair White, Tian Zheng, Zhiming Kuang, Fiaz Ahmed, Elizabeth A. Barnes, Noah D. Brenowitz, Christopher S. Bretherton, Veronika Eyring, Savannah L. Ferretti, Nicholas J. Lutsko, Pierre Gentine, Stephan Mandt, J. David Neelin, Rose Yu, Laure Zanna, Nathan M. Urban, Janni Yuval, Ryan Abernathey, Pierre Baldi, Wayne Chuang, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Po-Lun Ma, Sara Shamekh, Guang Zhang, Michael S. Pritchard
2025 J jnl
Constrained free energy minimization for the design of thermal states and stabilizer thermodynamic systems.
CoRR
Michele Minervini, Madison Chin, Jacob Kupperman, Nana Liu, Ivy Luo, Meghan Ly, Soorya Rethinasamy, Kathie Wang, Mark M. Wilde
2025 J jnl
Improved Offline Reinforcement Learning via Quantum Metric Encoding.
CoRR
Outongyi Lv, Yewei Yuan, Nana Liu
2025 J jnl
On Schrödingerization-Based Quantum Algorithms for Linear Dynamical Systems with Inhomogeneous Terms.
SIAM J. Numer. Anal.
Shi Jin, Nana Liu, Chuwen Ma
2025 J jnl
On the Schrödingerization method for linear non-unitary dynamics with optimal dependence on matrix queries.
CoRR
Shi Jin, Nana Liu, Chuwen Ma, Yue Yu
2025 J jnl
Quantum Algorithms for Stochastic Differential Equations: A Schrödingerisation Approach.
J. Sci. Comput.
Shi Jin, Nana Liu, Wei Wei
2025 J jnl
Quantum circuits for the heat equation with physical boundary conditions via Schrödingerization.
J. Comput. Phys.
Shi Jin, Nana Liu, Yue Yu
2025 J jnl
Quantum preconditioning method for linear systems problems via Schrödingerization.
CoRR
Shi Jin, Nana Liu, Chuwen Ma, Yue Yu
2025 J jnl
Quantum thermodynamics and semi-definite optimization.
CoRR
Nana Liu, Michele Minervini, Dhrumil Patel, Mark M. Wilde
2025 J jnl
Schrodingerization based quantum algorithms for the time-fractional heat equation.
CoRR
Shi Jin, Nana Liu, Yue Yu
2025 J jnl
Schrödingerization Based Computationally Stable Algorithms for Ill-Posed Problems in Partial Differential Equations.
SIAM J. Sci. Comput.
Shi Jin, Nana Liu, Chuwen Ma
2025 J jnl
Schrödingerization based quantum algorithms for the fractional Poisson equation.
CoRR
Shi Jin, Nana Liu, Yue Yu
2025 J jnl
Using fuzzy clustering models to predict user demand in precision marketing of cross-border e-commerce.
Int. Arab J. Inf. Technol.
Jianzhong Li, Fengwei Zhang, Nana Liu
2024 J jnl
A Regional Aerosol Model for the Oceanic Area around Eastern China Based on Aerosol Robotic Network (AERONET).
Remote. Sens.
Shunping Chen, Congming Dai, Nana Liu, Wentao Lian, Yuxuan Zhang, Fan Wu, Cong Zhang, Shengcheng Cui, Heli Wei
2024 J jnl
Application of HY-2B Satellite Data to Retrieve Snow Depth on Antarctic Sea Ice.
Remote. Sens.
Qing Ji, Nana Liu, Mengqin Yu, Zhiming Zhang, Zehui Xiao, Xiaoping Pang
2024 J jnl
Homotopic functional connectivity disruptions in schizophrenia and their associated gene expression.
NeuroImage
Mengjing Cai, Yuan Ji, Qiyu Zhao, Hui Xue, Zuhao Sun, He Wang, Yijing Zhang, Yayuan Chen, Yao Zhao, Yujie Zhang, Minghuan Lei, Chunyang Wang, Chuanjun Zhuo, Nana Liu, Huaigui Liu, Feng Liu
2024 J jnl
Inversion of Near-Surface Aerosol Equivalent Complex Refractive Index Based on Aethalometer, Micro-Pulse Lidar and Portable Optical Particle Profiler.
Remote. Sens.
Xuebin Ma, Tao Luo, Xuebin Li, Changyu Liu, Nana Liu, Qiang Liu, Kun Zhang, Jie Chen, Liming Zhu
2024 — conf
Multi-frequency Attention Approach for Enhanced Ultrasound Image Segmentation.
IUGC@MICCAI
Zicheng Hu, Yian Deng, Ruisheng Ran, Nana Liu, Xinru Wei, Jieyun Bai, Wenfeng Zhang, Wei Hu
2024 J jnl
On Schrödingerization based quantum algorithms for linear dynamical systems with inhomogeneous terms.
CoRR
Shi Jin, Nana Liu, Chuwen Ma
2024 — conf
Quantifying University Campus Imagery: A Social Survey of Three University Campuses in China based on Internet Image Data.
DSAI
Tianjia Wang, Siyi Sun, Nana Liu, Yile Chen, Liang Zheng
2024 J jnl
Quantum Circuits for partial differential equations via Schrödingerisation.
CoRR
Junpeng Hu, Shi Jin, Nana Liu, Lei Zhang
2024 J jnl
Quantum Circuits for partial differential equations via Schrödingerisation.
Quantum
Junpeng Hu, Shi Jin, Nana Liu, Lei Zhang
2024 J jnl
Quantum Circuits for the heat equation with physical boundary conditions via Schrodingerisation.
CoRR
Shi Jin, Nana Liu, Yue Yu
2024 J jnl
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions.
SIAM J. Sci. Comput.
Shi Jin, Xiantao Li, Nana Liu, Yue Yu
2024 J jnl
Quantum simulation for partial differential equations with physical boundary or interface conditions.
J. Comput. Phys.
Shi Jin, Xiantao Li, Nana Liu, Yue Yu
2024 J jnl
Quantum simulation of the Fokker-Planck equation via Schrodingerization.
CoRR
Shi Jin, Nana Liu, Yue Yu
2024 J jnl
SR-DSGA: Session Recommendation for Dual Sequence Based on Graph Neural Network and Multi-Attention.
IEEE Access
Baojun Tian, Nana Liu, Jiandong Fang
2024 J jnl
Sample complexity of quantum hypothesis testing.
CoRR
Hao-Chung Cheng, Nilanjana Datta, Nana Liu, Theshani Nuradha, Robert Salzmann, Mark M. Wilde
2024 J jnl
Schrödingerisation based computationally stable algorithms for ill-posed problems in partial differential equations.
CoRR
Shi Jin, Nana Liu, Chuwen Ma
2024 J jnl
Schrödingerization based Quantum Circuits for Maxwell's Equation with time-dependent source terms.
CoRR
Chuwen Ma, Shi Jin, Nana Liu, Kezhen Wang, Lei Zhang
2023 J jnl
A reference ideal model with evidential reasoning for probabilistic-based expressions.
Appl. Intell.
Yue He, Dong-Ling Xu, Jianbo Yang, Zeshui Xu, Nana Liu
2023 J jnl
Automated Detection of the Planetary Boundary Layer Height and Cloud in Qingdao Based on Morphological Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yehui Chen, Xiaomei Jin, Ningquan Weng, Wenyue Zhu, Qing Liu, Nana Liu
2023 A* conf
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation.
NeurIPS
Sungduk Yu, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Animashree Anandkumar, Noah D. Brenowitz, Veronika Eyring, Nicholas Geneva, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Akshay Subramaniam, Carl Vondrick, Rose Yu, Laure Zanna, Tian Zheng, Ryan Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Christopher S. Bretherton, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Mark Taylor, Nathan M. Urban, Janni Yuval, Guang Zhang, Mike Pritchard
2023 J jnl
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
CoRR
Sungduk Yu, Walter M. Hannah, Liran Peng, Mohamed Aziz Bhouri, Ritwik Gupta, Jerry Lin, Björn Lütjens, Justus C. Will, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Anima Anandkumar, Noah D. Brenowitz, Veronika Eyring, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Carl Vondrick, Rose Yu, Laure Zanna, Ryan P. Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Gunnar Behrens, Christopher S. Bretherton, Julius J. M. Busecke, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Akshay Subramaniam, Mark A. Taylor, et al.
2023 J jnl
Decision field theory-combined multi-attribute group decision-making method for incomplete linear ordinal ranking.
Appl. Soft Comput.
Nana Liu, Zeshui Xu, Hangyao Wu
2023 J jnl
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions.
CoRR
Shi Jin, Nana Liu, Xiantao Li, Yue Yu
2023 J jnl
Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations.
J. Comput. Phys.
Shi Jin, Nana Liu, Yue Yu
2022 J jnl
Characteristics of Aerosol Extinction Hygroscopic Growth in the Typical Coastal City of Qingdao, China.
Remote. Sens.
Nana Liu, Shengcheng Cui, Tao Luo, Shunping Chen, Kaixuan Yang, Xuebin Ma, Gang Sun, Xuebin Li
2022 J jnl
Consistency of Vertical Reflectivity Profiles and Echo-Top Heights between Spaceborne Radars Onboard TRMM and GPM.
Remote. Sens.
Lei Ji, Weixin Xu, Haonan Chen, Nana Liu
2022 J jnl
Forecasting green bond volatility via novel heterogeneous ensemble approaches.
Expert Syst. Appl.
Yufei Xia, Hanfei Ren, Yinguo Li, Jiahui Xia, Lingyun He, Nana Liu
2022 J jnl
Integrating prospect theory with variable reference point into the conversion-based framework for linear ordinal ranking aggregation.
Soft Comput.
Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren
2022 J jnl
Quantum simulation in the semi-classical regime.
Quantum
Shi Jin, Xiantao Li, Nana Liu
2022 J jnl
Research on K-medoids Algorithm with Probabilistic-based Expressions and Its Applications.
Appl. Intell.
Yue He, Zeshui Xu, Nana Liu
2022 J jnl
Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations.
CoRR
Shi Jin, Nana Liu, Yue Yu
2022 J jnl
Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations.
CoRR
Shi Jin, Nana Liu, Yue Yu
2022 J jnl
Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations.
J. Comput. Phys.
Shi Jin, Nana Liu, Yue Yu
2021 J jnl
An agglomerative hierarchical clustering algorithm for linear ordinal rankings.
Inf. Sci.
Nana Liu, Zeshui Xu, Xiao-Jun Zeng, Peijia Ren
2021 J jnl
An inverse prospect theory-based algorithm in extended incomplete additive probabilistic linguistic preference relation environment and its application in financial products selection.
Fuzzy Optim. Decis. Mak.
Nana Liu, Zeshui Xu, Yue He, Xiao-Jun Zeng
2021 J jnl
An overview of ARAS method: Theory development, application extension, and future challenge.
Int. J. Intell. Syst.
Nana Liu, Zeshui Xu
2021 J jnl
Conversion-based aggregation algorithms for linear ordinal rankings combined with granular computing.
Knowl. Based Syst.
Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren
2021 J jnl
On quantum algorithms for the Schrödinger equation in the semi-classical regime.
CoRR
Shi Jin, Xiantao Li, Nana Liu
2021 J jnl
Tangible reduction in learning sample complexity with large classical samples and small quantum system.
Quantum Inf. Process.
Wooyeong Song, Marcin Wiesniak, Nana Liu, Marcin Pawlowski, Jin-Hyoung Lee, Jaewan Kim, Jeongho Bang
2020 B conf
An Inverse Prospect Theory Based-Approach for Linear Ordinal Ranking Aggregation with Its Application in Site Selection of Electric Vehicle Charging Station.
IJCNN
Nana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren, Fanlin Meng
2020 J jnl
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing.
CoRR
Maurice Weber, Nana Liu, Bo Li, Ce Zhang, Zhikuan Zhao
2020 J jnl
Quantum noise protects quantum classifiers against adversaries.
CoRR
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu
2019 J jnl
A new approach to deal with consistency and consensus issues for hesitant fuzzy linguistic preference relations.
Appl. Soft Comput.
Nana Liu, Yue He, Zeshui Xu
2019 J jnl
Data Sanity Check for Deep Learning Systems via Learnt Assertions.
CoRR
Haochuan Lu, Huanlin Xu, Nana Liu, Yangfan Zhou, Xin Wang
2019 J jnl
New Global View of Above-Cloud Absorbing Aerosol Distribution Based on CALIPSO Measurements.
Remote. Sens.
Wenzhong Zhang, Shumei Deng, Tao Luo, Yang Wu, Nana Liu, Xuebin Li, Yinbo Huang, Wenyue Zhu
2018 J jnl
Highly flexible optical Nyquist pulses generation based on dual-parallel Mach-Zehnder modulator and intensity modulator.
Photonic Netw. Commun.
Shibao Wu, Nana Liu, Yaling Cui
2017 J jnl
A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring.
Expert Syst. Appl.
Yufei Xia, Chuanzhe Liu, Yuying Li, Nana Liu
2017 J jnl
Cost-sensitive boosted tree for loan evaluation in peer-to-peer lending.
Electron. Commer. Res. Appl.
Yufei Xia, Chuanzhe Liu, Nana Liu