百晓学者学者目录

高剑

博士生导师、教授,湖南大学

精选作品

期刊论文

2026

车网互动的价值匹配与规模化应用路径分析

邓叶航,龚成明,高剑,邵长宏,郭杉,张利利

《电力系统自动化》

2026

大型风电机组能量转换系统服役性能提升技术综述

黄守道,屈尹鹏,高剑,刘晓,黄科元,吕铭晟,廖武

《高电压技术》

2026

Multi-condition Efficiency Optimization of Permanent Magnet Synchronous Motors Based on Clustering Algorithm

Yaqi Liu, Wenjuan Zhang, Huaping Yang, Jian Gao, Yufeng Zhao, Ziran Cheng

Lecture notes in electrical engineering

2026

Vibration Suppression of Permanent Magnet Synchronous Motors Using Staggered Pole Shifting

Kun Liu, Jian Gao, Litao Dai, Shicheng Gao, Shoudao Huang

IEEE Transactions on Magnetics

2026

Minimal-Loss Torque Ripple Suppression in PMSM Drives via Variable Harmonic Compensation Currents

Jian Gao, Shicheng Gao, Qianhui Liu, Litao Dai, Kun Liu, Shoudao Huang

IEEE Transactions on Magnetics

2026

Bridge-Selective Saturation-Guided Topology Optimization within a Hierarchical Framework for IPMSM Rotors

Ziran Cheng, Jian Gao, Y J Zhao, Zhixiang He, Kun Liu, Shoudao Huang

IEEE Transactions on Magnetics

2025

考虑新能源承载能力的交直流电网鲁棒扩展规划方法

黄格超,朱童,高剑,张英敏,李媛,王彦沣,叶希,高仕林

《高压电器》

2025

复杂断面约束下交直流混联送端电网直流回降保供调控策略

段龙翔,刘挺坚,刘友波,邱高,叶希,高剑

《电力系统自动化》

2025

永磁风力发电机技术发展综述

黄守道,张一凡,冯垚径,高剑

《电气工程学报》

2025

基于改进超螺旋转矩观测器的PMSM无差拍预测转速控制

高世诚,刘锟,高剑,龙凤杰

《微电机》

2025

NPC型三电平逆变器中点电位平衡控制方法的研究

吕达飞,刘黔惠,高剑,刘晨旭

《船电技术》

2025

需求侧资源参与断面潮流实时控制的优化方法

黄格超,叶希,朱童,李海波,高剑,王湘,王彦沣

《电工电能新技术》

2025

基于MOGA优化注入谐波电流的永磁同步电机振动抑制策略

刘锟,高剑,刘晨旭,高世诚

《电机与控制应用》

2025

基于场路结合的专用车辆机-电-液系统暂态温升预测研究

何智翔,高剑,刘锟,赵玉峰,程自然

《微电机》

2025

基于参数自适应递归最小二乘法辨识的MTPA控制

龙凤杰,高剑,刘锟,周琳竣,高世诚

《微电机》

2025

CircuitSense: A Hierarchical Circuit System Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process

Arman Akbari, Jian Gao, Yifei Zou, Mei Yang, Jinru Duan, D. Torbunov, Yanzhi Wang, Yi-Hui Ren, Xuan Zhang

arXiv.org

2025

AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies

Jian Gao, Weidong Cao, Junyi Yang, Xuan Zhang

International Conference on Learning Representations

2025

QC-CNN: Highly Quantized Compressive CNN for Efficient Ventricular Arrhythmia Detection in Implantable Cardioverter Defibrillators

Zi-Ning Wang, Jian Gao, Weidong Cao, Zhenge Jia, Yi-Yu Shi, Xuan Zhang

International Symposium on Circuits and Systems

2025

AnalogFed: Federated Discovery of Analog Circuit Topologies with Generative AI

Qiufeng Li, Shu Hong, Jian Gao, Xuan Zhang, Tian Lan, Weidong Cao

arXiv.org

2025

AnalogSAGE: Self-evolving Analog Design Multi-Agents with Stratified Memory and Grounded Experience

Zi-Ning Wang, Jian Gao, Weimin Fu, Xiaolong Guo, Xuan Zhang

arXiv.org

2025

EVA: An Efficient and Versatile Generative Engine for Targeted Discovery of Novel Analog Circuits

Jian Gao, Weimin Fu, Xiaolong Guo, Weidong Cao, Xuan Zhang

Design Automation Conference

2025

AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling

Jian Gao, Weidong Cao, Xuan Zhang

International Conference on Machine Learning

2025

ZeroSim: Zero-Shot Analog Circuit Evaluation with Unified Transformer Embeddings

Xiao-Meng Yang, Jian Gao, Yanzhi Wang, Xuan Zhang

2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)

2025

Harmonic Interaction Model for Fast and Accurate Cogging Torque Calculation in Permanent Magnet Machines

Litao Dai, Shuangxia Niu, Jian Gao, Shoudao Huang

IEEE Transactions on Magnetics

2025

Diverse Slot-Opening Designs for Cogging Torque and Performance Optimization in PM Machines

Litao Dai, Shuangxia Niu, Jian Gao, Kun Liu, Shoudao Huang, W.L. Chan

IEEE Transactions on Transportation Electrification

2025

Torque Ripple Reduction Design Approach of Permanent Magnet Machines Based on Circumferential Pole-Pair Shift

Litao Dai, Shuangxia Niu, Jian Gao, Shoudao Huang

IEEE Transactions on Magnetics

2024

基于等效电路模型参数计算的光伏组件隐裂故障诊断方法

高剑,郭倩,卫东,顾鑫磊

《太阳能学报》

2024

Addition is Most You Need: Efficient Floating-Point SRAM Compute-in-Memory by Harnessing Mantissa Addition

Weidong Cao, Jian Gao, Xin Xin, Xuan Zhang

Design Automation Conference

2024

RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization With Knowledge-Infused Reinforcement Learning

Weidong Cao, Jian Gao, Tianrui Ma, Rui-Fei Ma, M. Benosman, Xuan Zhang

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2024

Sensorless Current Sharing Scheme for Multiphase Buck Converters Using Fuzzy PI Controller

Duoyu Lv, Jian Gao, Qitao Yu, Kun Liu, Wei-Yue Liu, Rui Liu

IEEE PES Asia-Pacific Power and Energy Engineering Conference

2024

Cogging Torque Suppression for IPMSM Based on Flux Harmonic Configuration

Litao Dai, Jian Gao, Shuangxia Niu, Kun Liu, Shoudao Huang, W.L. Chan

IEEE Transactions on Industrial Electronics

2024

Harmonic Modeling and Ripple Suppression of Electromagnetic Torque in IPMSMs

Litao Dai, Shuangxia Niu, Wenjuan Zhang, Jian Gao, Shoudao Huang

IEEE Transactions on Industrial Electronics

2024

Multi-Electromagnetic Performance Optimization of Double-Layer Interior Permanent Magnet Synchronous Machine

Litao Dai, Jian Gao, Shuangxia Niu, Shoudao Huang

IEEE Transactions on Industrial Electronics

2024

Sensorless Control of Permanent Magnet Synchronous Motor Based on New Integral Sliding Mode Observer

Chen‐Xu Liu, Jian Gao, Kun Liu, Yufeng Zhao, Rui Liu, Zhixiang He

IEEE PES Asia-Pacific Power and Energy Engineering Conference

2024

Torque ripple suppression method of high saturation permanent magnet synchronous motor based on current injection method

Wenjuan Zhang, Qitao Yu, Chengxu Li, Jian Gao, Kun Liu

IET Power Electronics

2024

Harmonic Analysis and Suppression of Position Sensorless Control by PMSM High Frequency Signal Injection Method Considering Inductive Asymmetry

Yuguang Feng, Jian Gao, Kun Liu, Chengxu Li, Qitao Yu

Lecture notes in electrical engineering

2023

新型电力系统背景下西部送端直流电网方案构建

李惠玲,王曦,高剑,宋云亭

《中国电力》

2023

考虑负荷特性的电力系统低频减载系统设计

高虹霞,高剑,宋烨,朱童,吴佳芳

《电子设计工程》

2023

RoSE: Robust Analog Circuit Parameter Optimization with Sampling-Efficient Reinforcement Learning

Jian Gao, Weidong Cao, Xuan Zhang

Design Automation Conference

2023

An Improved High-Frequency Voltage Signal Injection-Based Sensorless Control of IPMSM Drives With Current Observer

Bo Xia, Sheng Hua Huang, Ji Zhang, Wenjuan Zhang, Wu Liao, Jian Gao, Xuan Wu

IEEE Transactions on Transportation Electrification

2023

Rotor Position Estimation for PMSM Based on Hall Interval Angle Compensation and Phase-Tracking

Kun Li, Jian Gao, Litao Dai, Shoudao Huang, Yuguang Feng

IEEE International Magnetic Conference - Short Papers (INTERMAG Short Papers)

2023

Analysis of Fluid Field and Temperature Field of Permanent Magnet Synchronous Motor for Special Vehicles

Jianming Li, Jian Gao, Zhixiang He, Shoudao Huang, Chenshan Hu, Yi Wu

2023

Multi-Objective Optimization Strategy for Permanent Magnet Synchronous Motor Based on Combined Surrogate Model and Optimization Algorithm

Yinquan Yu, Yue Pan, Qiping Chen, Yiming Hu, Jian Gao, Zhao Zhao, Shuangxia Niu, Shaowei Zhou

Energies

2023

Closed-loop correction strategy for commutation deviation of BLDC motor based on internal power factor angle detection

Kun Liu, Wenjuan Zhang, Litao Dai, Jian Gao, Shoudao Huang

Energy Reports

2022

永磁同步电机无位置传感器控制及高速重投仿真研究

陈志博,高剑,梅文庆,尚敬,黄守道

《控制与信息技术》

2022

An Improved High-Frequency Signal Injection Sensorless Control Based on Luenberger Observer for Permanent Magnet Synchronous Motor Drives

Bo Xia, Sheng Hua Huang, Ji Zhang, Wenjuan Zhang, Wu Liao, Jian Gao

IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific)

2022

Dynamic Thermal Analysis of Stator Radial Channel for Evaporative Cooling Permanent Magnet Wind Generators

Ziran Cheng, Ruan Lin, Jian Gao, Yang Jie, Shoudao Huang, Zhao Yufeng

IEEE PES Asia-Pacific Power and Energy Engineering Conference

2022

Analytic Model of Copper AC Loss of Permanent Magnet Synchronous Motor with Considering Conductor Gap

Yi Wu, Jian Gao, Wenjuan Zhang, Shoudao Huang, Chenshan Hu, Jianming Li

International Conference on Power and Energy Applications (ICPEA)

2022

Multi-objective optimization of stator direct cooling for direct-drive permanent-magnet wind generators

Cheng Ziran, Ruan Lin, Jian Gao, Jie Yang, Shoudao Huang, Zhao Yufeng

IEEE International Conference on Power Systems Technology (POWERCON)

2022

High‐frequency harmonic suppression method for interleaved traction converters based on synchronous sampling

Jian Gao, Zhibo Chen, Shoudao Huang

IET Electric Power Applications

2022

A Multiphase Generator Grid Connection Topology Based on MMC Access and Its Control Method

Zhiqi Yan, Jian Gao, Wu Liao, Kai Xiao

International Conference on Electrical Engineering and Mechatronics Technology (ICEEMT)

2022

Research on feedforward control of four-quadrant converter based on load current observer

Jian Gao, Zhibo Chen, Litao Dai, Shoudao Huang, Wei Xu

Energy Reports

2021

Permanent magnet temperature estimation of high power density permanent magnet synchronous machines by considering magnetic saturation

Jian Gao, Chengxu Li, Wenjuan Zhang, Shoudao Huang

Journal of Power Electronics

2021

An Optimized Pulsewidth Modulation for Dual Three-Phase PMSM Under Low Carrier Ratio

Ge Liang, Wu Liao, Zhaoyang Zhang, Dacheng Ni, Sheng Hua Huang, Mengdi Li, Yuliang Wen, Jian Gao

IEEE Transactions on Power Electronics

2021

Cogging Torque Dynamic Reduction Based on Harmonic Torque Counteract

Jian Gao, Zhiman Xiang, Litao Dai, Shoudao Huang, Dacheng Ni, Chao Yao

IEEE Transactions on Magnetics

2021

Robust Predictive Power Control of N*3-Phase PMSM for Flywheel Energy Storage Systems Application

Wenjuan Zhang, Li Yu, Gongping Wu, Zhimeng Rao, Jian Gao, Derong Luo

Energies

2021

Optimal design of hydro permanent magnet synchronous generators for improving annual cycle efficiency

Wenjuan Zhang, Litao Dai, Zhiman Xiang, Qiuwei Wu, Sheng Hua Huang, Jian Gao

International Journal of Electrical Power & Energy Systems

2021

Torque Analysis of High Power Density Permanent Magnet Synchronous Machines by Considering Core Reluctance

Chengxu Li, Jian Gao, Wenjuan Zhang, Wang Zhou, Shoudao Huang

IEEE International Magnetic Conference (INTERMAG)

2021

An Online Data-Driven Multi-Objective Optimization of a Permanent Magnet Linear Synchronous Motor

Xiao Liu, Chunfu Hu, Xiongsong Li, Jian Gao, Shoudao Huang

IEEE Transactions on Magnetics

2020

变速恒频水力发电技术及其发展

戴理韬,高剑,黄守道,唐祥龙

《电力系统自动化》

2020

基于大数据挖掘技术的电网电压越限成因诊断方法研究

段翔兮,高剑,李熠,龙呈,邹琬,何锐

《电子测量技术》

2020

Variable-Speed Hydropower Generation: System Modeling, Optimal Control, and Experimental Validation

Jian Gao, Litao Dai, Xiao Liu, Xudong Du, Derong Luo, Shoudao Huang

IEEE Transactions on Industrial Electronics

2019

基于数据驱动的500 kV高压并联电抗器过流误报警在线判别方法研究

滕予非,冯世林,张真源,何锐,吴杰,高剑,李熠,张宏图

《电力系统保护与控制》

2019

Study on the Permanent Magnet Synchronous Motor and Matching Design Method Based on Global Optimal Annual Power Loss of Pump

Jian Gao, Rui Li, Wenjuan Zhang, Litao Dai, Ruzhao Mo

IEEE PES Asia-Pacific Power and Energy Engineering Conference

2019

Torque Feedforward Control based on sudden load change of double PWM permanent magnet electric drive system

Wang Zhou, Jian Gao, Wenjuan Zhang, Shoudao Huang, Rui Li

International Conference on Electrical Machines and Systems (ICEMS)

2019

Analysis of Temperature Field For Special Vehicle Drive Motor

Chengxu Li, Jian Gao, Wenjuan Zhang, Shoudao Huang, Jiajie Zhang

International Conference on Electrical Machines and Systems (ICEMS)

2019

Multi‐objective optimisation of hydroelectric PMSG considering water‐level variation

Jian Gao, Litao Dai, Wenjuan Zhang, Shoudao Huang

The Journal of Engineering

2018

智能电网调度控制系统变电站集中监控功能的几项实用化改进

李熠,龚成明,何锐,朱丽嫚,高剑,孙世明

《四川电力技术》

2018

单电阻采样的永磁同步电动机相电流重构策略

黄科元,伍瑞泽,黄守道,高剑

《电力系统及其自动化学报》

2018

NEDC工况下纯电动汽车充电和放电特征分析

雷利刚,孙龙,郭成胜,俞潇,高剑

《时代汽车》

2018

基于SWISS整流器的新型LC滤波器阻尼控制策略

姜燕,李湖胜,黄守道,罗德荣,高剑

《电力系统及其自动化学报》

2018

Analysis of magnetic field and torque for all-harmonic-torque motor with surface-mounted permanent magnets

Wenjuan Zhang, Jian Gao, Litao Dai, Shoudao Huang

CES Transactions on Electrical Machines and Systems

2017

Investigation of the dynamic characteristics of a coaxial magnetic gear under loading condition based on analytical model

Xiao Liu, Yunyun Zhao, Xiaoxu Zhang, Jian Gao, Shoudao Huang

International Conference on Electrical Machines and Systems (ICEMS)

2017

Initial Rotor Position Detection for Sensorless Interior PMSM With Square-Wave Voltage Injection

Xuan Wu, Yaojing Feng, Xiao Liu, Shouddao Huang, Xiaofang Yuan, Jian Gao, Jian Zheng

IEEE Transactions on Magnetics

2017

Design of Position Estimation Strategy of Sensorless Interior PMSM at Standstill Using Minimum Voltage Vector Injection Method

Xuan Wu, Shoudao Huang, Xiao Liu, Kaiyuan Lu, Jian Gao, Jian Zheng

IEEE Transactions on Magnetics

2017

Optimal current trajectory control of PMSM considering cross saturation effects

Husheng Li, Jian Gao, Shoudao Huang, P. Fan

IEEE International Magnetics Conference

2017

Magnetic Field and Thrust Analysis of the U-Channel Air-Core Permanent Magnet Linear Synchronous Motor

Xiao Liu, Jian Gao, Shoudao Huang, Kaiyuan Lu

IEEE Transactions on Magnetics

2014

压缩机用永磁同步电机转速脉动抑制方法

盖江涛,黄守道,张文娟,高剑

《电力电子技术》

2013

压缩机用永磁同步电机转速脉动的抑制

张文娟,黄守道,高剑,肖磊

《控制理论与应用》

2013

Direct torque control for PMSM based on model reference adaptive system

Zhang Wenjuan, Huang Shoudao, Jian Gao

International Conference on Electrical Machines and Systems (ICEMS)

2013

An analytic electromagnetic calculation method for performance evolution of doubly fed induction generators for wind turbines

Wenjuan Zhang, Shoudao Huang, Jian Gao, Zhe Chen

Journal of Central South University

2013

Design and test for permanent magnet wind power generators based on converter controlling modeling

Jian Gao, Huang Shoudao, Zhang Wenjuan

International Conference on Electrical Machines and Systems (ICEMS)

2013

Cogging Torque Reduction by Slot-Opening Shift for Permanent Magnet Machines

Ting Liu, Shoudao Huang, Jian Gao, Kaiyuan Lu

IEEE Transactions on Magnetics

2013

Sensorless control of interior permanent-magnet synchronous motors with compressor load

Shoudao Huang, Jian Gao, Lei Xiao, Kaiyuan Lu

VBN Forskningsportal (Aalborg Universitet)

2011

Optimization design of permanent magnet synchronous servo motor with new high dynamic performance

Shoudao Huang, Guangsheng Wang, Jian Gao, Keyuan Huang, Ting Liu

International Conference on Electrical Machines and Systems (ICEMS)

2011

Optimal design of the rotor structure for interior permanent magnet synchronous motor

Shoudao Huang, Jian Liu, Jian Gao, Lei Xiao

International Conference on Power Engineering, Energy and Electrical Drives

2011

Air-gap flux oriented vector control for the sensorless bearingless permanent magnetic motor

Shoudao Huang, Qingyun Pu, Jian Gao, Ting Liu, Lei Xiao, Jiangchuan Kuang

International Conference on Power Engineering, Energy and Electrical Drives

2011

IPMSM sensorless control based on fuzzy active-disturbance rejection controller for electric vehicle

Shoudao Huang, Jiangchuan Kuang, Qing Huang, Keyuan Huang, Jian Gao, Ting Liu

International Conference on Power Engineering, Energy and Electrical Drives

2011

Curve analog control of maximum torque per ampere for permanent magnet synchronous motor used in electric vehicles

Zhang Wenjuan, Huang Shoudao, Jian Gao, Liu Ting

International Conference on Power Engineering, Energy and Electrical Drives

2011

Optimal design of the direct-driven high power permanent magnet generator turbine by wind

Ting Liu, Shoudao Huang, Jian Gao

International Conference on Power Engineering, Energy and Electrical Drives

2011

Permanent Magnet Synchronous Motor Overload Characteristics and Control Strategy

Jian Gao

Electric Machines and Control Application

2011

Application of Improved Genetic Algorthm to Permant Magnet Synchronous Motors

Jian Gao

Small & Special Electrical Machines

2010

优化爬山算法在直驱永磁风力发电系统中的应用

黄守道,卢季宁,黄科元,高剑

《控制理论与应用》

2010

A method for reducing cogging torque by magnet shifting in permanent magnet machines

Ting Liu, Shoudao Huang, Jian Gao

2010

Comparison of control performance of PMSM of different rotor structure

Jian Gao, Rongyao Li, Shoudao Huang, Ziqiang Chen

IEEE Vehicle Power and Propulsion Conference (VPPC)

2010

Optimization the Electromagnetic Torque Ripple of Permanent Magnet Synchronous Motor

Shoudao Huang, Jinping Zhang, Jian Gao, Keyuan Huang

International Conference on Electrical and Control Engineering

2010

Optimum Design of Permanent Magnet Synchronous Motor Based on Gene Handling Genetic Algorithms

Jian Gao, Jiancheng Liu, Shoudao Huang, Keyuan Huang

International Conference on Electrical and Control Engineering

2010

Optimized hill-climb search algorithm applied to directly driven wind-turbine with permanent-magnet synchronous generator

Jian Gao

Control theory & applications

2010

A Optimal Cogging Torque Reduction Method for Permanent Magnet Machines Based on Magnet Shifting

Jian Gao

Small & Special Electrical Machines

2009

永磁型无轴承电机悬浮力前馈控制系统研究

管晓文,黄守道,高剑,蔡国洋

《电气传动》

2009

Winding layers and slot/pole combination in fractional slot/pole PMSM—Effects on motor performance

Jian Gao, Yanan Yu, Shoudao Huang

International Conference on Electrical Machines and Systems (ICEMS)

2009

Method for optimize the air gap flux density of permanent magnet synchronous motor

Derong Luo, Ben Cheng, Shoudao Huang, Jian Gao

International Conference on Electrical Machines and Systems (ICEMS)

2009

A Novel Variable Step Hill-Climb Search Algorithm Used for Direct Driven PMSG

Jian Gao, Jining Lu, Keyuan Huang, Ying Zhang, Shoudao Huang

2009

Some Practical Consideration of a 2MW Direct-Drive Permanent-Magnet Wind-Power Generation System

Keyuan Huang, Ying Zhang, Shoudao Huang, Jining Lu, Jian Gao, Luoqiang Cai

2009

A Tuning PI Current Control Approach of Inverter Based on Fuzzy Neural Network

Jian Gao

Jisuanji fangzhen

2009

The Study of a Rectifier Control Strategy in the Wind Power System

Jian Gao

Microcomputer Information

2009

Simulation of Doubly Fed Induction Generator Under Grid Fluctuation

Jian Gao

Small & Special Electrical Machines

2008

双馈风力发电机有功、无功的解耦控制

黄守道,谭健,许琤,高剑

《电气传动》

2008

Study and design of the hybrid excitation synchronous generator operating constant voltage over a wide range of speeds

Shoudao Huang, Zhaohui Yang, Jian Gao

IEEE Vehicle Power and Propulsion Conference (VPPC)

2008

Decoupled Control of Active and Reactive Power in a Doubly Fed Induction Generator

Jian Gao

Electric Drive

2008

Control Strategy of Bearingless Induction Motors Based on Stator Flux Orientation

Jian Gao

Chinese Journal of Mechanical Engineering

2008

Analysis of the Electromagnetic Field for Disk Shape Permanent Magnet Synchronous Generator

Jian Gao

Journal of Hunan University

2007

Study of Electromagnetic Design for MW-class AC-Excited Doubly-Fed Wind Power Generator

Jian Gao

Large Electric Machine and Hydraulic Turbine

2004

基于RFNN的感应电动机无速度传感器矢量控制系统的研究

左文,黄守道,高剑

《湖南工程学院学报(自然科学版)》

2004

The vector control based on MRAS speed sensorless induction motor drive

Shoudao Huang, Yaonan Wang, Jian Gao, LU Jian-tao, Sihai Qiu

World Congress on Intelligent Control and Automation

会议论文

2025

驾驶行为特征对纯电动汽车续航能力影响研究

高剑,范唯,雷利刚,姜智杰,耿培林

《第三十二届中国汽车工程学会年会论文集(4)》

2013

基于迭代法的内置式永磁同步电机最大转矩/电流控制

张文娟,黄守道,高剑

《中国电工技术学会学术年会——新能源发电技术论坛》

预印本

2026

Task-Level Natural Language Priors as Learning Signals for Low-Resource LLM Training

Jian Gao, Xiao Zhang, Xun Zhu, Miao Li, Ji Wu

arXiv preprint

2026

Data-driven characterization of spatiotemporal chaos using ensemble reservoir computing

Xiaoqi Lei, Zixiang Yan, Jian Gao, Yueheng Lan, Jinghua Xiao

arXiv preprint

2026

PowerGenie: Analytically-Guided Evolutionary Discovery of Superior Reconfigurable Power Converters

Jian Gao, Yiwei Zou, Abhishek Pradhan, Wenhao Huang, Yumin Su, Kaiyuan Yang, Xuan Zhang

arXiv preprint

2026

Dynamic Role Assignment for Multi-Agent Debate

Miao Zhang, Junsik Kim, Siyuan Xiang, Jian Gao, Cheng Cao

arXiv preprint

2026

Long-term prediction of ENSO with physics-guided Deep Echo State Networks

Zejing Zhang, Jun Meng, Zhongpu Qiu, Wansuo Duan, Jian Gao, Zixiang Yan, Jinghua Xiao, Xiaosong Chen, Wenju Cai, Jürgen Kurths, Shlomo Havlin, Jingfang Fan

arXiv preprint

2026

EchoEdit: Stabilizing Inversion-Free Audio Editing via Optimal Transport Geometry

Zhongyuan Fu, Yuhang Jia, Hui Wang, Pengjun Chen, Jian Gao, Cun Liu, Wenjia Zeng, Yong Chen, Yong Qin

arXiv preprint

2026

PrimitiveCAD: An LLM-Based Point-to-CAD Reconstruction with Primitive-Aware Tokenization and Operation Alignment

Jian Gao, Kailin Bi, Jiamin Xu, Jinlan Xu, Gang Xu

arXiv preprint

2026

VISA: A Visual Information Strengthened Audio-Reasoning System for the Interspeech 2026 ARC Agent Track

Wenming Tu, Jian Gao, Yanru Huo, Yixuan Wang, Jing Peng, Bohan Li, Ziyang Ma, Tao Liu, Shuai Fan, Kai Yu, Xie Chen, Zilong Zheng

arXiv preprint

2026

Random Walk on Point Clouds for Feature Detection

Yuhe Zhang, Zhikun Tu, Zhi Li, Jian Gao, Bao Guo, Shunli Zhang

arXiv preprint

2026

Fact-Checking with Large Language Models via Probabilistic Certainty and Consistency

Haoran Wang, Maryam Khalid, Qiong Wu, Jian Gao, Cheng Cao

arXiv preprint

2026

Lost in the Hype: Revealing and Dissecting the Performance Degradation of Medical Multimodal Large Language Models in Image Classification

Xun Zhu, Fanbin Mo, Xi Chen, Kaili Zheng, Shaoshuai Yang, Yiming Shi, Jian Gao, Miao Li, Ji Wu

arXiv preprint

2026

LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction

Lin-Zhuo Chen, Jian Gao, Shangzhan Zhang, Yihang Chen, Ka Leong Cheng, Yipengjing Sun, Liangxiao Hu, Nan Xue, Xing Zhu, Yujun Shen, Yao Yao, Yinghao Xu

arXiv preprint

2025

HyperEvent: A Strong Baseline for Dynamic Link Prediction via Relative Structural Encoding

Jian Gao, Jianshe Wu, JingYi Ding

arXiv preprint

2025

VideoPerceiver: Enhancing Fine-Grained Temporal Perception in Video Multimodal Large Language Models

Fufangchen Zhao, Liao Zhang, Daiqi Shi, Yuanjun Gao, Chen Ye, Yang Cai, Jian Gao, Danfeng Yan

arXiv preprint

2025

A Novel Trustworthy Video Summarization Algorithm Through a Mixture of LoRA Experts

Wenzhuo Du, Gerun Wang, Guancheng Chen, Hang Zhao, Xin Li, Jian Gao

arXiv preprint

2025

SitLLM: Large Language Models for Sitting Posture Health Understanding via Pressure Sensor Data

Jian Gao, Fufangchen Zhao, Yiyang Zhang, Danfeng Yan

arXiv preprint

2025

FaVChat: Hierarchical Prompt-Query Guided Facial Video Understanding with Data-Efficient GRPO

Fufangchen Zhao, Songbai Tan, Xuerui Qiu, Linrui Xun, Wenhao Jiang, Jinkai Zheng, Hehe Fan, Jian Gao, Danfeng Yan, Ming Li

arXiv preprint

2025

LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models

Jian Gao, Richeng Xuan, Zhaolu Kang, Dingshi Liao, Wenxin Huang, Zongmou Huang, Yangdi Xu, Bowen Qin, Zheqi He, Xi Yang, Changjin Li, Yonghua Lin

arXiv preprint

2025

Self-similarity Analysis in Deep Neural Networks

Jingyi Ding, Chengwen Qi, Hongfei Wang, Jianshe Wu, Licheng Jiao, Yuwei Guo, Jian Gao

arXiv preprint

2024

Enhancing elusive clues in knowledge learning by contrasting attention of language models

Jian Gao, Xiao Zhang, Ji Wu, Miao Li

arXiv preprint

2024

Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests

Amogh Mannekote, Jinseok Nam, Ziming Li, Jian Gao, Kristy Elizabeth Boyer, Bonnie J. Dorr

arXiv preprint

2024

reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive Learning

Fufangchen Zhao, Jian Gao, Danfeng Yan

arXiv preprint

2024

Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance

Yilun Liu, Minggui He, Feiyu Yao, Yuhe Ji, Shimin Tao, Jingzhou Du, Duan Li, Jian Gao, Li Zhang, Hao Yang, Boxing Chen, Osamu Yoshie

arXiv preprint

2023

Human Transcription Quality Improvement

Jian Gao, Hanbo Sun, Cheng Cao, Zheng Du

arXiv preprint

2023

HTEC: Human Transcription Error Correction

Hanbo Sun, Jian Gao, Xiaomin Wu, Anjie Fang, Cheng Cao, Zheng Du

arXiv preprint

2023

LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves

Jian Gao, Xin Cao, Xin Yao, Gong Zhang, Wei Wang

arXiv preprint

2023

Wideband Power Spectrum Sensing: a Fast Practical Solution for Nyquist Folding Receiver

Kaili Jiang, Dechang Wang, Kailun Tian, Hancong Feng, Yuxin Zhao, Sen Cao, Jian Gao, Xuying Zhang, Yanfei Li, Junyu Yuan, Ying Xiong, Bin Tang

arXiv preprint

2023

An Intelligent Social Learning-based Optimization Strategy for Black-box Robotic Control with Reinforcement Learning

Xubo Yang, Jian Gao, Ting Wang, Yaozhen He

arXiv preprint

2023

Distributed UAV Swarm Augmented Wideband Spectrum Sensing Using Nyquist Folding Receiver

Kaili Jiang, Kailun Tian, Hancong Feng, Yuxin Zhao, Dechang Wang, Sen Cao, Jian Gao, Xuying Zhang, Yanfei Li, Junyu Yuan, Ying Xiong, Bin Tang

arXiv preprint

2018

Nonparallel Emotional Speech Conversion

Jian Gao, Deep Chakraborty, Hamidou Tembine, Olaitan Olaleye

arXiv preprint

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