Cost-sensitive boosted tree for loan evaluation in peer-to-peer lending. - Yufei Xia; Chuanzhe Liu; Nana Liu (Electron. Commer. Res. Appl., 2017)

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring. - Yufei Xia; Chuanzhe Liu; YuYing Li; Nana Liu (Expert Syst. Appl., 2017)

Highly flexible optical Nyquist pulses generation based on dual-parallel Mach-Zehnder modulator and intensity modulator. - Shibao Wu; Nana Liu; Yaling Cui (Photonic Netw. Commun., 2018)

A new approach to deal with consistency and consensus issues for hesitant fuzzy linguistic preference relations. - Nana Liu; Yue He 004; Zeshui Xu (Appl. Soft Comput., 2019)

Data Sanity Check for Deep Learning Systems via Learnt Assertions. - Haochuan Lu; Huanlin Xu; Nana Liu; Yangfan Zhou; Xin Wang 002 (CoRR, 2019)

New Global View of Above-Cloud Absorbing Aerosol Distribution Based on CALIPSO Measurements. - Wenzhong Zhang; Shumei Deng; Tao Luo 015; Yang Wu; Nana Liu; Xuebin Li; Yinbo Huang; Wenyue Zhu (Remote. Sens., 2019)

An Inverse Prospect Theory Based-Approach for Linear Ordinal Ranking Aggregation with Its Application in Site Selection of Electric Vehicle Charging Station. - Nana Liu; Zeshui Xu; Hangyao Wu; Peijia Ren; Fanlin Meng (IJCNN, 2020)

Quantum noise protects quantum classifiers against adversaries. - Yuxuan Du; Min-Hsiu Hsieh; Tongliang Liu; Dacheng Tao; Nana Liu (CoRR, 2020)

Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing. - Maurice Weber; Nana Liu; Bo Li 026; Ce Zhang 001; Zhikuan Zhao (CoRR, 2020)

On quantum algorithms for the Schrödinger equation in the semi-classical regime. - Shi Jin 003; Xiantao Li; Nana Liu (CoRR, 2021)

An inverse prospect theory-based algorithm in extended incomplete additive probabilistic linguistic preference relation environment and its application in financial products selection. - Nana Liu; Zeshui Xu; Yue He 004; Xiao-Jun Zeng (Fuzzy Optim. Decis. Mak., 2021)

An overview of ARAS method: Theory development, application extension, and future challenge. - Nana Liu; Zeshui Xu (Int. J. Intell. Syst., 2021)

An agglomerative hierarchical clustering algorithm for linear ordinal rankings. - Nana Liu; Zeshui Xu; Xiao-Jun Zeng; Peijia Ren (Inf. Sci., 2021)

Conversion-based aggregation algorithms for linear ordinal rankings combined with granular computing. - Nana Liu; Zeshui Xu; Hangyao Wu; Peijia Ren (Knowl. Based Syst., 2021)

Tangible reduction in learning sample complexity with large classical samples and small quantum system. - Wooyeong Song; Marcin Wiesniak; Nana Liu; Marcin Pawlowski 002; Jin-Hyoung Lee; Jaewan Kim; Jeongho Bang (Quantum Inf. Process., 2021)

Research on K-medoids Algorithm with Probabilistic-based Expressions and Its Applications. - Yue He 004; Zeshui Xu; Nana Liu (Appl. Intell., 2022)

Forecasting green bond volatility via novel heterogeneous ensemble approaches. - Yufei Xia; Hanfei Ren; Yinguo Li; Jiahui Xia; Lingyun He; Nana Liu (Expert Syst. Appl., 2022)

Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations. - Shi Jin 003; Nana Liu; Yue Yu (J. Comput. Phys., 2022)

Quantum simulation in the semi-classical regime. - Shi Jin 003; Xiantao Li; Nana Liu (Quantum, 2022)

Consistency of Vertical Reflectivity Profiles and Echo-Top Heights between Spaceborne Radars Onboard TRMM and GPM. - Lei Ji 004; Weixin Xu; Haonan Chen 001; Nana Liu (Remote. Sens., 2022)

Integrating prospect theory with variable reference point into the conversion-based framework for linear ordinal ranking aggregation. - Nana Liu; Zeshui Xu; Hangyao Wu; Peijia Ren (Soft Comput., 2022)

Characteristics of Aerosol Extinction Hygroscopic Growth in the Typical Coastal City of Qingdao, China. - Nana Liu; Shengcheng Cui; Tao Luo 015; Shunping Chen; Kaixuan Yang; Xuebin Ma; Gang Sun; Xuebin Li (Remote. Sens., 2022)

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. - 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; et al. (NeurIPS, 2023)

ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. - 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; et al. (CoRR, 2023)

Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations. - Shi Jin 003; Nana Liu; Yue Yu (J. Comput. Phys., 2023)

Automated Detection of the Planetary Boundary Layer Height and Cloud in Qingdao Based on Morphological Processing. - Yehui Chen; Xiaomei Jin; Ningquan Weng; Wenyue Zhu; Qing Liu; Nana Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Decision field theory-combined multi-attribute group decision-making method for incomplete linear ordinal ranking. - Nana Liu; Zeshui Xu; Hangyao Wu (Appl. Soft Comput., 2023)

A reference ideal model with evidential reasoning for probabilistic-based expressions. - Yue He 004; Dong-Ling Xu; Jianbo Yang; Zeshui Xu; Nana Liu (Appl. Intell., 2023)

Quantifying University Campus Imagery: A Social Survey of Three University Campuses in China based on Internet Image Data. - Tianjia Wang; Siyi Sun; Nana Liu; Yile Chen 003; Liang Zheng (DSAI, 2024)

Multi-frequency Attention Approach for Enhanced Ultrasound Image Segmentation. - Zicheng Hu; Yian Deng; Ruisheng Ran; Nana Liu; Xinru Wei; Jieyun Bai; Wenfeng Zhang; Wei Hu (IUGC@MICCAI, 2024)

SR-DSGA: Session Recommendation for Dual Sequence Based on Graph Neural Network and Multi-Attention. - Baojun Tian; Nana Liu; Jiandong Fang (IEEE Access, 2024)

Sample complexity of quantum hypothesis testing. - Hao-Chung Cheng; Nilanjana Datta; Nana Liu; Theshani Nuradha; Robert Salzmann; Mark M. Wilde (CoRR, 2024)

Schrödingerisation based computationally stable algorithms for ill-posed problems in partial differential equations. - Shi Jin 003; Nana Liu; Chuwen Ma (CoRR, 2024)

Quantum simulation of the Fokker-Planck equation via Schrodingerization. - Shi Jin 003; Nana Liu; Yue Yu (CoRR, 2024)

Quantum Circuits for the heat equation with physical boundary conditions via Schrodingerisation. - Shi Jin 003; Nana Liu; Yue Yu (CoRR, 2024)

Schrödingerization based Quantum Circuits for Maxwell's Equation with time-dependent source terms. - Chuwen Ma; Shi Jin 003; Nana Liu; Kezhen Wang; Lei Zhang (CoRR, 2024)

Homotopic functional connectivity disruptions in schizophrenia and their associated gene expression. - Mengjing Cai; Yuan Ji; Qiyu Zhao; Hui Xue; Zuhao Sun; He Wang; Yijing Zhang; Yayuan Chen; Yao Zhao; Yujie Zhang; Minghuan Lei; Chunyang Wang; et al. (NeuroImage, 2024)

Quantum Circuits for partial differential equations via Schrödingerisation. - Junpeng Hu; Shi Jin 003; Nana Liu; Lei Zhang (Quantum, 2024)

Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions. - Shi Jin 003; Xiantao Li; Nana Liu; Yue Yu (SIAM J. Sci. Comput., 2024)

Inversion of Near-Surface Aerosol Equivalent Complex Refractive Index Based on Aethalometer, Micro-Pulse Lidar and Portable Optical Particle Profiler. - Xuebin Ma; Tao Luo 015; Xuebin Li; Changyu Liu; Nana Liu; Qiang Liu; Kun Zhang 042; Jie Chen; Liming Zhu 004 (Remote. Sens., 2024)

Quantum simulation for partial differential equations with physical boundary or interface conditions. - Shi Jin 003; Xiantao Li; Nana Liu; Yue Yu (J. Comput. Phys., 2024)

A Regional Aerosol Model for the Oceanic Area around Eastern China Based on Aerosol Robotic Network (AERONET). - Shunping Chen; Congming Dai; Nana Liu; Wentao Lian; Yuxuan Zhang; Fan Wu; Cong Zhang; Shengcheng Cui; Heli Wei (Remote. Sens., 2024)

Application of HY-2B Satellite Data to Retrieve Snow Depth on Antarctic Sea Ice. - Qing Ji; Nana Liu; Mengqin Yu; Zhiming Zhang; Zehui Xiao; Xiaoping Pang (Remote. Sens., 2024)

A consensus-reaching model considering decision-makers' willingness in social network-based large-scale group decision-making. - Nana Liu; Xianzhe Zhang; Hangyao Wu (Inf. Fusion, 2025)

A coordinator-driven consensus-reaching model for green technology utilisation rate determination. - Nana Liu; Xianzhe Zhang; Hangyao Wu; Bai Yang; Yuelong Zheng (Inf. Sci., 2025)

Quantum circuits for the heat equation with physical boundary conditions via Schrödingerization. - Shi Jin 003; Nana Liu; Yue Yu (J. Comput. Phys., 2025)

On Schrödingerization-Based Quantum Algorithms for Linear Dynamical Systems with Inhomogeneous Terms. - Shi Jin 003; Nana Liu; Chuwen Ma (SIAM J. Numer. Anal., 2025)

Schrödingerization Based Computationally Stable Algorithms for Ill-Posed Problems in Partial Differential Equations. - Shi Jin; Nana Liu; Chuwen Ma (SIAM J. Sci. Comput., 2025)

On the Schrödingerization method for linear non-unitary dynamics with optimal dependence on matrix queries. - Shi Jin 003; Nana Liu; Chuwen Ma; Yue Yu (CoRR, 2025)

Schrödingerization based quantum algorithms for the fractional Poisson equation. - Shi Jin 003; Nana Liu; Yue Yu (CoRR, 2025)

Quantum thermodynamics and semi-definite optimization. - Nana Liu; Michele Minervini; Dhrumil Patel; Mark M. Wilde (CoRR, 2025)

Quantum preconditioning method for linear systems problems via Schrödingerization. - Shi Jin 003; Nana Liu; Chuwen Ma; Yue Yu (CoRR, 2025)

Quantum Algorithms for Stochastic Differential Equations: A Schrödingerisation Approach. - Shi Jin 003; Nana Liu; Wei Wei (J. Sci. Comput., 2025)