Login / Signup
Shi Jin
ORCID
Publication Activity (10 Years)
Years Active: 1995-2024
Publications (10 Years): 116
Top Topics
Reinforcement Learning
Sensitivity Analysis
Neural Network
Differential Equations
Top Venues
CoRR
J. Comput. Phys.
Multiscale Model. Simul.
SIAM J. Sci. Comput.
</>
Publications
</>
Shi Jin
,
Zheng Ma
,
Tian-ai Zhang
Asymptotic-Preserving Neural Networks for Multiscale Vlasov-Poisson-Fokker-Planck System in the High-Field Regime.
J. Sci. Comput.
99 (3) (2024)
Shi Jin
,
Xiantao Li
,
Nana Liu
,
Yue Yu
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions.
SIAM J. Sci. Comput.
46 (4) (2024)
Yuhua Jiang
,
Feifei Gao
,
Yimin Liu
,
Shi Jin
,
Tiejun Cui
Near Field Computational Imaging with RIS Generated Virtual Masks.
WCNC
(2024)
Tao Guo
,
Laigang Guo
,
Yinfei Xu
,
Congduan Li
,
Shi Jin
,
Raymond W. Yeung
Sliding Secure Symmetric Multilevel Diversity Coding.
CoRR
(2024)
Xiaolu Wang
,
Zijian Li
,
Shi Jin
,
Jun Zhang
Achieving Linear Speedup in Asynchronous Federated Learning with Heterogeneous Clients.
CoRR
(2024)
Shi Jin
,
Nana Liu
,
Chuwen Ma
On Schrödingerization based quantum algorithms for linear dynamical systems with inhomogeneous terms.
CoRR
(2024)
Qichen Liao
,
Zihao Wang
,
Jing Chen
,
Bo Bai
,
Shi Jin
,
Hao Wu
Fast Sinkhorn II: Collinear Triangular Matrix and Linear Time Accurate Computation of Optimal Transport.
J. Sci. Comput.
98 (1) (2024)
Shengguo Meng
,
Wankai Tang
,
Weicong Chen
,
Jifeng Lan
,
Qun Yan Zhou
,
Yu Han
,
Xiao Li
,
Shi Jin
Rank Optimization for MIMO Channel With RIS: Simulation and Measurement.
IEEE Wirel. Commun. Lett.
13 (2) (2024)
Yanqing Xu
,
Erik G. Larsson
,
Eduard A. Jorswieck
,
Xiao Li
,
Shi Jin
,
Tsung-Hui Chang
Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions.
CoRR
(2024)
Junpeng Hu
,
Shi Jin
,
Nana Liu
,
Lei Zhang
Quantum Circuits for partial differential equations via Schrödingerisation.
CoRR
(2024)
Chunhui Chen
,
Jing Chen
,
Baojia Luo
,
Shi Jin
,
Hao Wu
Cost.
CoRR
(2024)
Weijie Jin
,
Jing Zhang
,
Chao-Kai Wen
,
Shi Jin
,
Xiao Li
,
Shuangfeng Han
Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning.
IEEE Trans. Wirel. Commun.
23 (7) (2024)
José A. Carrillo
,
Shi Jin
,
Haoyu Zhang
,
Yuhua Zhu
An interacting particle consensus method for constrained global optimization.
CoRR
(2024)
Tian-ai Zhang
,
Shi Jin
AP-MIONet: Asymptotic-preserving multiple-input neural operators for capturing the high-field limits of collisional kinetic equations.
CoRR
(2024)
Hanzhi Zhao
,
Suming Weng
,
Zhengming Sheng
,
Shi Jin
,
Jie Zhang
A Vlasov-Fokker-Planck-Landau code for the simulation of colliding supersonic dense plasma flows.
J. Comput. Phys.
503 (2024)
Zhenyu Huang
,
Shi Jin
,
Lei Li
Mean field error estimate of the random batch method for large interacting particle system.
CoRR
(2024)
Shi Jin
,
Nana Liu
,
Xiantao Li
,
Yue Yu
Quantum Simulation for Quantum Dynamics with Artificial Boundary Conditions.
CoRR
(2023)
Shi Jin
,
Zheng Ma
,
Tian-ai Zhang
Asymptotic-preserving neural networks for multiscale Vlasov-Poisson-Fokker-Planck system in the high-field regime.
CoRR
(2023)
Zijian Kuang
,
Lihang Ying
,
Shi Jin
,
Li Cheng
DRIFu: Differentiable Rendering and Implicit Function-based Single-View 3D Reconstruction.
CoRR
(2023)
Xinrui Li
,
Zhenjun Dong
,
Yong Zeng
,
Shi Jin
,
Rui Zhang
Near-Field Beam Focusing Pattern and Grating Lobe Characterization for Modular XL-Array.
CoRR
(2023)
Keke Wu
,
Xiong-bin Yan
,
Shi Jin
,
Zheng Ma
Asymptotic-Preserving Convolutional DeepONets Capture the Diffusive Behavior of the Multiscale Linear Transport Equations.
CoRR
(2023)
Rui Wang
,
Zhaorui Wang
,
Liang Liu
,
Shuowen Zhang
,
Shi Jin
A Quantize-then-Estimate Protocol for CSI Acquisition in IRS-Aided Downlink Communication.
GLOBECOM
(2023)
Yuchang Sun
,
Zehong Lin
,
Yuyi Mao
,
Shi Jin
,
Jun Zhang
Probabilistic Device Scheduling for Over-the-Air Federated Learning.
ICCT
(2023)
Ning Gao
,
Qiying Huang
,
Cen Li
,
Shi Jin
,
Michail Matthaiou
EsaNet: Environment Semantics Enabled Physical Layer Authentication.
CoRR
(2023)
Shi Jin
,
Zheng Ma
,
Keke Wu
Asymptotic-Preserving Neural Networks for Multiscale Time-Dependent Linear Transport Equations.
J. Sci. Comput.
94 (3) (2023)
Yiwen Lin
,
Shi Jin
Error estimates of a bi-fidelity method for a multi-phase Navier-Stokes-Vlasov-Fokker-Planck system with random inputs.
CoRR
(2023)
Weijie Jin
,
Jing Zhang
,
Chao-Kai Wen
,
Shi Jin
,
Xiao Li
,
Shuangfeng Han
Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning.
CoRR
(2023)
Yuchang Sun
,
Zehong Lin
,
Yuyi Mao
,
Shi Jin
,
Jun Zhang
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning.
CoRR
(2023)
Zesheng Zhu
,
Lifeng Wang
,
Xin Wang
,
Bo Tan
,
Shi Jin
Cell-free Terahertz Networks: A Spatial-spectral Approach.
CoRR
(2023)
Shihang Lu
,
Fan Liu
,
Fuwang Dong
,
Yifeng Xiong
,
Jie Xu
,
Ya-Feng Liu
,
Shi Jin
Random ISAC Signals Deserve Dedicated Precoding.
CoRR
(2023)
Kai Huang
,
Le Liang
,
Shi Jin
,
Geoffrey Ye Li
Meta Reinforcement Learning for Fast Spectrum Sharing in Vehicular Networks.
CoRR
(2023)
Yuelin Wang
,
Kai Yi
,
Xinliang Liu
,
Yu Guang Wang
,
Shi Jin
ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks.
ICLR
(2023)
Jiaming Yu
,
Shaochuan Wu
,
Le Liang
,
Shi Jin
Resource Allocation in Vehicular Networks Based on Federated Multi-Agent Reinforcement Learning.
ICCT
(2023)
Jiayi Cong
,
Changsheng You
,
Jiapeng Li
,
Li Chen
,
Beixiong Zheng
,
Yuanwei Liu
,
Wen Wu
,
Yi Gong
,
Shi Jin
,
Rui Zhang
Near-field Integrated Sensing and Communication: Opportunities and Challenges.
CoRR
(2023)
Wang Liu
,
Cunhua Pan
,
Hong Ren
,
Feng Shu
,
Shi Jin
,
Jiangzhou Wang
Low-overhead Beam Training Scheme for Extremely Large-Scale RIS in Near-field.
CoRR
(2022)
Zhong Tian
,
Zhengchuan Chen
,
Min Wang
,
Yunjian Jia
,
Shi Jin
Reconfigurable Intelligent Surface-Aided Spectrum Sharing Coexisting with Multiple Primary Networks.
CoRR
(2022)
Shi Jin
,
Nana Liu
,
Yue Yu
Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations.
CoRR
(2022)
Le Yang
,
Fu-Chun Zheng
,
Shi Jin
Spatio-Temporal Analysis of SINR Meta Distribution for mmWave Heterogeneous Networks Under Geo/G/1 Queues.
CoRR
(2022)
Shi Jin
,
Min Tang
,
Xiaojiang Zhang
A spatial-temporal asymptotic preserving scheme for radiation magnetohydrodynamics in the equilibrium and non-equilibrium diffusion limit.
J. Comput. Phys.
452 (2022)
Shi Jin
,
Yuhua Zhu
,
Enrique Zuazua
The Vlasov-Fokker-Planck equation with high dimensional parametric forcing term.
Numerische Mathematik
150 (2) (2022)
Zijian Kuang
,
Lihang Ying
,
Xinran Tie
,
Shi Jin
Normalizing Flow Based Defect Detection with Motion Detection.
ICSM
(2022)
Molei Tao
,
Shi Jin
Accurate and efficient simulations of Hamiltonian mechanical systems with discontinuous potentials.
J. Comput. Phys.
450 (2022)
Shi Jin
,
Nana Liu
,
Yue Yu
Time complexity analysis of quantum difference methods for linear high dimensional and multiscale partial differential equations.
J. Comput. Phys.
471 (2022)
Shi Jin
,
Xiantao Li
,
Nana Liu
Quantum simulation in the semi-classical regime.
Quantum
6 (2022)
Boyang Ye
,
Shi Jin
,
Yulong Xing
,
Xinghui Zhong
Hamiltonian-Preserving Discontinuous Galerkin Methods for the Liouville Equation With Discontinuous Potential.
SIAM J. Sci. Comput.
44 (5) (2022)
Yinfei Xu
,
Guojun Chen
,
Shi Jin
A New Proof of the Extremal Inequality.
ISIT
(2022)
Ziyan Yin
,
Zhe Wang
,
Jun Li
,
Ming Ding
,
Wen Chen
,
Shi Jin
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control.
CoRR
(2022)
Shi Jin
,
Nana Liu
,
Yue Yu
Time complexity analysis of quantum algorithms via linear representations for nonlinear ordinary and partial differential equations.
CoRR
(2022)
Yijin Pan
,
Cunhua Pan
,
Shi Jin
,
Jiangzhou Wang
Localization in the Near Field of a RIS-Assisted mmWave/subTHz System.
GLOBECOM
(2022)
Shi Jin
Asymptotic-preserving schemes for multiscale physical problems.
Acta Numer.
31 (2022)
Nan Qi
,
Yeting Huang
,
Wen Sun
,
Shi Jin
,
Theodoros A. Tsiftsis
,
Qihui Wu
,
Xiang Su
Unity makes strength: Coalition Formation-based Group-buying for Timely UAV Data Collection.
GLOBECOM
(2022)
Shi Jin
,
Yiwen Lin
Asymptotic-preserving schemes for kinetic-fluid modeling of mixture flows with distinct particle sizes.
CoRR
(2022)
Junpeng Hu
,
Shi Jin
,
Jinglai Li
,
Lei Zhang
On multilevel Monte Carlo methods for deterministic and uncertain hyperbolic systems.
CoRR
(2022)
Jingjing Zhang
,
Jun Zhang
,
Yu Han
,
Jue Wang
,
Shi Jin
Average Spectral Efficiency for TDD-based non-Stationary XL-MIMO with VR Estimation.
WCSP
(2022)
Yuelin Wang
,
Kai Yi
,
Xinliang Liu
,
Yuguang Wang
,
Shi Jin
ACMP: Allen-Cahn Message Passing for Graph Neural Networks with Particle Phase Transition.
CoRR
(2022)
Seung-Yeal Ha
,
Shi Jin
,
Doheon Kim
Convergence and error estimates for time-discrete consensus-based optimization algorithms.
Numerische Mathematik
147 (2) (2021)
Molei Tao
,
Shi Jin
Accurate and Efficient Simulations of Hamiltonian Mechanical Systems with Discontinuous Potentials.
CoRR
(2021)
Qisheng Wang
,
Xiao Li
,
Shi Jin
,
Yijiain Chen
Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-agent Deep Reinforcement Learning.
CoRR
(2021)
Shi Jin
,
Min Tang
,
Xiaojiang Zhang
A Spatial-Temporal asymptotic preserving scheme for radiation magnetohydrodynamics.
CoRR
(2021)
José Antonio Carrillo
,
Shi Jin
,
Yijia Tang
Random batch particle methods for the homogeneous Landau equation.
CoRR
(2021)
Shi Jin
Asymptotic-Preserving Schemes for Multiscale Physical Problems.
CoRR
(2021)
Cuimei Cui
,
Dezhi Yang
,
Shi Jin
Robust Spectrum-Energy Efficiency for Green Cognitive Communications.
Mob. Networks Appl.
26 (3) (2021)
Zhinan Sun
,
Xumin Pu
,
Shihai Shao
,
Shi Jin
,
Qianbin Chen
A Low Complexity Expectation Propagation Detector for Extra-Large Scale Massive MIMO.
ICCC
(2021)
Shi Jin
,
Xiantao Li
,
Nana Liu
On quantum algorithms for the Schrödinger equation in the semi-classical regime.
CoRR
(2021)
Wenting Huang
,
Yijian Chen
,
Jue Wang
,
Xiao Li
,
Shi Jin
Reconfigurable Intelligent Surface-Enhanced Broadband OFDM Communication Based on Deep Reinforcement Learning.
VTC Fall
(2021)
Yimeng Feng
,
Yi Jiang
,
Shi Jin
An Efficient Precoding Algorithm for Reconfigurable Intelligent Surface-Based MIMO Communications.
WCSP
(2021)
Jingrun Chen
,
Shi Jin
,
Liyao Lyu
A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties.
CoRR
(2021)
Shi Jin
,
Xiantao Li
A Partially Random Trotter Algorithm for Quantum Hamiltonian Simulations.
CoRR
(2021)
Shi Jin
,
Kenneth J. Roche
,
Ionel Stetcu
,
Ibrahim Abdurrahman
,
Aurel Bulgac
The LISE package: Solvers for static and time-dependent superfluid local density approximation equations in three dimensions.
Comput. Phys. Commun.
269 (2021)
Shi Jin
,
Zheng Ma
,
Keke Wu
Asymptotic-Preserving Neural Networks for Multiscale Time-Dependent Linear Transport Equations.
CoRR
(2021)
Ning Gao
,
Shi Jin
,
Xiao Li
3D Deployment of UAV Swarm for Massive MIMO Communications.
MobiArch@MobiCom
(2020)
Jinwook Jung
,
Shi Jin
Emergence of the Consensus and Separation in an Agent-Based Model With Attractive and Singular Repulsive Forces.
SIAM J. Appl. Dyn. Syst.
19 (3) (2020)
Seung-Yeal Ha
,
Shi Jin
,
Jinwook Jung
Local Sensitivity Analysis for the Kuramoto-Daido Model with Random Inputs in a Large Coupling Regime.
SIAM J. Math. Anal.
52 (2) (2020)
Xin Liu
,
Xi Chen
,
Shi Jin
,
Alexander Kurganov
,
Tong Wu
,
Hui Yu
Moving-Water Equilibria Preserving Partial Relaxation Scheme for the Saint-Venant System.
SIAM J. Sci. Comput.
42 (4) (2020)
Shi Jin
,
Liu Liu
,
Giovanni Russo
,
Zhennan Zhou
Gaussian wave packet transform based numerical scheme for the semi-classical Schrödinger equation with random inputs.
J. Comput. Phys.
401 (2020)
Nicolas Crouseilles
,
Shi Jin
,
Mohammed Lemou
,
Florian Méhats
A Micro-Macro Method for a Kinetic Graphene Model in One Space Dimension.
Multiscale Model. Simul.
18 (1) (2020)
Shi Jin
,
Xiantao Li
Random Batch Algorithms for Quantum Monte Carlo simulations.
CoRR
(2020)
Seung-Yeal Ha
,
Shi Jin
,
Jinwook Jung
A local sensitivity analysis for the kinetic Kuramoto equation with random inputs.
Networks Heterog. Media
14 (2) (2019)
François Golse
,
Shi Jin
,
Thierry Paul
The Random Batch Method for N-Body Quantum Dynamics.
CoRR
(2019)
Fengge Zhang
,
Liancheng Zhu
,
Shi Jin
,
Xiaoying Su
,
Sul Ademi
,
Wenping Cao
Controller Strategy for Open-Winding Brushless Doubly Fed Wind Power Generator With Common Mode Voltage Elimination.
IEEE Trans. Ind. Electron.
66 (2) (2019)
Feng Shu
,
Lin Liu
,
Yumeng Zhang
,
Guiyang Xia
,
Xiaoyu Liu
,
Jun Li
,
Shi Jin
,
Jiangzhou Wang
A Deep-learning-based Joint Inference for Secure Spatial Modulation Receiver.
CoRR
(2019)
Jingwei Hu
,
Shi Jin
,
Ruiwen Shu
On stochastic Galerkin approximation of the nonlinear Boltzmann equation with uncertainty in the fluid regime.
J. Comput. Phys.
397 (2019)
Pierre Degond
,
Shi Jin
,
Yuhua Zhu
An Uncertainty Quantification Approach to the Study of Gene Expression Robustness.
CoRR
(2019)
Fengge Zhang
,
Siyang Yu
,
Yutao Wang
,
Shi Jin
,
Milutin G. Jovanovic
Design and Performance Comparisons of Brushless Doubly Fed Generators With Different Rotor Structures.
IEEE Trans. Ind. Electron.
66 (1) (2019)
Lei Yang
,
Xumin Pu
,
Jide Yuan
,
Shi Jin
,
Qianbin Chen
Optimal Precoding Design for Uniform Linear Antenna Arrays with the Spherical-Wave Model.
ICCC
(2019)
Jun Li
,
Xiwei Zhao
,
Jihao Fan
,
Feng Shu
,
Shi Jin
,
Yuwen Qian
A Double-CNN BP Decoder on Fast Fading Channels Using Correlation Information.
ICCC
(2019)
Irene M. Gamba
,
Shi Jin
,
Liu Liu
Micro-macro decomposition based asymptotic-preserving numerical schemes and numerical moments conservation for collisional nonlinear kinetic equations.
J. Comput. Phys.
382 (2019)
Shi Jin
,
Yuhua Zhu
,
Enrique Zuazua
The Vlasov-Fokker-Planck Equation with High Dimensional Parametric Forcing Term.
CoRR
(2019)
Irene M. Gamba
,
Shi Jin
,
Liu Liu
Error estimate of a bi-fidelity method for kinetic equations with random parameters and multiple scales.
CoRR
(2019)
Zheng Wang
,
Cong Ling
,
Shi Jin
Deterministic Sampling Decoding: Where Sphere Decoding Meets Lattice Gaussian Distribution.
CoRR
(2019)
Senjie Zhang
,
Zhiqiang He
,
Kai Niu
,
Shi Jin
,
Hong Cheng
Lattice reduction aided belief propagation for massive MIMO detection.
Sci. China Inf. Sci.
62 (4) (2019)
Nan Qi
,
Nikolaos I. Miridakis
,
Ming Xiao
,
Theodoros A. Tsiftsis
,
Rugui Yao
,
Shi Jin
Traffic-aware Two-stage Queueing Communication Networks: Queue Analysis and Energy Saving.
CoRR
(2019)
Liu Liu
,
Shi Jin
Hypocoercivity Based Sensitivity Analysis and Spectral Convergence of the Stochastic Galerkin Approximation to Collisional Kinetic Equations with Multiple Scales and Random Inputs.
Multiscale Model. Simul.
16 (3) (2018)
Shi Jin
,
Hanqing Lu
,
Lorenzo Pareschi
A High Order Stochastic Asymptotic Preserving Scheme for Chemotaxis Kinetic Models with Random Inputs.
Multiscale Model. Simul.
16 (4) (2018)
Shi Jin
,
Ruiyang Liu
,
Yu Ji
,
Jinwei Ye
,
Jingyi Yu
Learning to Dodge A Bullet: Concyclic View Morphing via Deep Learning.
ECCV (14)
(2018)
Di Fang
,
Shi Jin
,
Christof Sparber
An Efficient Time-splitting Method for the Ehrenfest Dynamics.
Multiscale Model. Simul.
16 (2) (2018)
Shi Jin
,
Hanqing Lu
,
Lorenzo Pareschi
Efficient Stochastic Asymptotic-Preserving Implicit-Explicit Methods for Transport Equations with Diffusive Scalings and Random Inputs.
SIAM J. Sci. Comput.
40 (2) (2018)
Lei Xue
,
Xianghui Cao
,
Changyin Sun
,
Shi Jin
Optimal Jamming Attack Strategy Against Wireless State Estimation: A Game Theoretic Approach.
IECON
(2018)
Shi Jin
,
Yuhua Zhu
Hypocoercivity and Uniform Regularity for the Vlasov-Poisson-Fokker-Planck System with Uncertainty and Multiple Scales.
SIAM J. Math. Anal.
50 (2) (2018)
Yang Yang
,
Shi Jin
,
Ruiyang Liu
,
Sing Bing Kang
,
Jingyi Yu
Automatic 3D Indoor Scene Modeling From Single Panorama.
CVPR
(2018)