Neutral Differential Systems with Impulse and Delay. - Junhao Hu; Huafeng Chen (ISNN (1), 2009)

A Generalization of the Bent-Function Sequence Construction. - Yongbo Xia; Yan Sui; Junhao Hu (ISNN (3), 2009)

Existence results of second-order impulsive neutral functional integrodifferential inclusions with unbounded delay in Banach spaces. - Junhao Hu; Xinzhi Liu (Math. Comput. Model., 2009)

Globally exponentially Attractive Sets and positive Invariant Sets of Three-Dimensional Autonomous Systems with only Cross-Product nonlinearities. - Xinquan Zhao; Feng Jiang; Junhao Hu (Int. J. Bifurc. Chaos, 2013)

A New Series of Three-Dimensional Chaotic Systems with Cross-Product Nonlinearities and Their Switching. - Xinquan Zhao; Feng Jiang; Zhigang Zhang; Junhao Hu (J. Appl. Math., 2013)

New results on exponential synchronization of memristor-based chaotic neural networks. - Minghui Jiang 002; Jun Mei; Junhao Hu (Neurocomputing, 2015)

Exponential lag synchronization for delayed memristive recurrent neural networks. - Guodong Zhang 001; Junhao Hu; Yi Shen 002 (Neurocomputing, 2015)

TafLoc: Time-adaptive and Fine-grained Device-free Localization with Little Cost. - Liqiong Chang; Jie Xiong 001; Xiaojiang Chen; Ju Wang 003; Junhao Hu; Dingyi Fang; Wei Wang 056 (SIGCOMM, 2016)

iUpdater: Low Cost RSS Fingerprints Updating for Device-Free Localization. - Liqiong Chang; Jie Xiong 001; Yu Wang 003; Xiaojiang Chen; Junhao Hu; Dingyi Fang (ICDCS, 2017)

Controller design for global fixed-time synchronization of delayed neural networks with discontinuous activations. - Leimin Wang; Zhigang Zeng; Junhao Hu; Xiaoping Wang 001 (Neural Networks, 2017)

Ensemble Learning Based Gender Recognition from Physiological Signals. - Huiling Zhang; Ning Guo; Guangyuan Liu; Junhao Hu; Jiaxiu Zhou; Shengzhong Feng; Yanjie Wei (BigData Congress, 2018)

Exponential stability criteria for delayed second-order memristive neural networks. - Guodong Zhang 001; Junhao Hu; Feng Jiang (Neurocomputing, 2018)

Finite-time robust consensus of nonlinear disturbed multiagent systems via two-layer event-triggered control. - Leimin Wang; Ming-Feng Ge; Zhigang Zeng; Junhao Hu (Inf. Sci., 2018)

Global stabilization analysis of inertial memristive recurrent neural networks with discrete and distributed delays. - Leimin Wang; Zhigang Zeng; Ming-Feng Ge; Junhao Hu (Neural Networks, 2018)

New results on global exponential dissipativity analysis of memristive inertial neural networks with distributed time-varying delays. - Guodong Zhang 001; Zhigang Zeng; Junhao Hu (Neural Networks, 2018)

Data-driven Discovery of a Sepsis Patients Severity Prediction in the ICU via Pre-training BiLSTM Networks. - Qing Li 022; L. Frank Huang; Jiang Zhong; Lili Li; Qi Li 025; Junhao Hu (BIBM, 2019)

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results. - Dawei Du; Yue Zhang 011; Zexin Wang 003; Zhikang Wang; Zichen Song; Ziming Liu; Liefeng Bo; Hailin Shi; Rui Zhu 005; Aashish Kumar; Aijin Li; Almaz Zinollayev; et al. (ICCV Workshops, 2019)

FPN++: A Simple Baseline for Pedestrian Detection. - Junhao Hu; Lei Jin; Shenghuo Gao (ICME, 2019)

Directed Percolation Routing for Ultra-Reliable and Low-Latency Services in Low Earth Orbit (LEO) Satellite Networks. - Junhao Hu; Lin Cai 001; Chengcheng Zhao; Jianping Pan 001 (VTC Fall, 2020)

Finite-Time Stability Criteria for a Class of High-Order Fractional Cohen-Grossberg Neural Networks with Delay. - Zhanying Yang; Jie Zhang; Junhao Hu; Jun Mei (Complex., 2020)

Strong convergence rate of the truncated Euler-Maruyama method for stochastic differential delay equations with Poisson jumps. - Shuaibin Gao; Junhao Hu; Li Tan; Chenggui Yuan (CoRR, 2020)

Advances in Stabilization of Hybrid Stochastic Differential Equations by Delay Feedback Control. - Junhao Hu; Wei Liu 039; Feiqi Deng; Xuerong Mao (SIAM J. Control. Optim., 2020)

New Criteria on Global Stabilization of Delayed Memristive Neural Networks With Inertial Item. - Guodong Zhang 001; Junhao Hu; Zhigang Zeng (IEEE Trans. Cybern., 2020)

Mesh Network Reliability Analysis for Ultra-Reliable Low-Latency Services. - Junhao Hu; Lin Cai 001; Jianping Pan 001 (MASS, 2021)

Fixed-time synchronization for delayed inertial complex-valued neural networks. - Changqing Long; Guodong Zhang 001; Junhao Hu (Appl. Math. Comput., 2021)

The truncated θ-Milstein method for nonautonomous and highly nonlinear stochastic differential delay equations. - Shuaibin Gao; Junhao Hu; Jie He; Qian Guo 002 (CoRR, 2021)

Energy-Efficient Optimal Guaranteed Cost Intermittent-Switch Control of a Direct Expansion Air Conditioning System. - Jun Mei; Zhenyu Lu 002; Junhao Hu; Yuling Fan (IEEE CAA J. Autom. Sinica, 2021)

Finite-time lag synchronization of inertial neural networks with mixed infinite time-varying delays and state-dependent switching. - Changqing Long; Guodong Zhang 001; Zhigang Zeng; Junhao Hu (Neurocomputing, 2021)

New results on finite-time stability for fractional-order neural networks with proportional delay. - Zhanying Yang; Jie Zhang; Junhao Hu; Jun Mei (Neurocomputing, 2021)

Finite-/Fixed-Time Synchronization of Memristor Chaotic Systems and Image Encryption Application. - Leimin Wang; Shan Jiang; Ming-Feng Ge; Cheng Hu 005; Junhao Hu (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Finite-Time Synchronization of Memristor-Based Recurrent Neural Networks With Inertial Items and Mixed Delays. - Zhenyu Lu 002; Quanbo Ge; Yan Li 124; Junhao Hu (IEEE Trans. Syst. Man Cybern. Syst., 2021)

LRP: Long-lifetime and Reliable Percolation Routing for Underwater Sensor Networks. - Yuan Liu; Lin Cai 001; Junhao Hu; Xiaohong Shen 001; Haiyan Wang 002 (HPSR, 2022)

BuildSonic: Detecting and Repairing Performance-Related Configuration Smells for Continuous Integration Builds. - Chen Zhang; Bihuan Chen 001; Junhao Hu; Xin Peng 001; Wenyun Zhao (ASE, 2022)

Reachable set bounding for linear systems with mixed delays and state constraints. - Ruihan Chen; Moxuan Guo; Song Zhu; Yongqiang Qi; Min Wang; Junhao Hu (Appl. Math. Comput., 2022)

Stability of numerical solution to pantograph stochastic functional differential equations. - Hao Wu; Junhao Hu; Chenggui Yuan (Appl. Math. Comput., 2022)

Averaging principle for stochastic differential equations with monotone condition. - Zhongkai Guo; Yong Xu 011; Weifeng Wang; Junhao Hu (Appl. Math. Lett., 2022)

New results on anti-synchronization in predefined-time for a class of fuzzy inertial neural networks with mixed time delays. - Jing Han; Guici Chen; Junhao Hu (Neurocomputing, 2022)

Fixed-time stabilization and synchronization for fuzzy inertial neural networks with bounded distributed delays and discontinuous activation functions. - Yang Liu; Guodong Zhang 001; Junhao Hu (Neurocomputing, 2022)

Finite-time synchronization of the drive-response networks by event-triggered aperiodic intermittent control. - Zeyu Ruan; Yuanyuan Li; Junhao Hu; Jun Mei; Dan Xia (Neurocomputing, 2022)

Fixed-/Preassigned-time stabilization of delayed memristive neural networks. - Haoyu Li; Cheng Hu 005; Guodong Zhang 001; Junhao Hu; Leimin Wang (Inf. Sci., 2022)

The strong convergence and stability of explicit approximations for nonlinear stochastic delay differential equations. - Guoting Song; Junhao Hu; Shuaibin Gao; Xiaoyue Li (Numer. Algorithms, 2022)

Finite-time stabilization of complex-valued neural networks with proportional delays and inertial terms: A non-separation approach. - Changqing Long; Guodong Zhang 001; Zhigang Zeng; Junhao Hu (Neural Networks, 2022)

Stability of hybrid pantograph stochastic functional differential equations. - Hao Wu; Junhao Hu; Chenggui Yuan (Syst. Control. Lett., 2022)

Guaranteed Cost Finite-Time Control of Uncertain Coupled Neural Networks. - Jun Mei; Zhenyu Lu 002; Junhao Hu; Yuling Fan (IEEE Trans. Cybern., 2022)

Quasisynchronization of Heterogeneous Neural Networks With Time-Varying Delays via Event-Triggered Impulsive Controls. - Wen Sun 003; Zixin Yuan; Zhenyu Lu 002; Junhao Hu; Shihua Chen (IEEE Trans. Cybern., 2022)

Settling-Time Estimation for Finite-Time Stabilization of Fractional-Order Quaternion-Valued Fuzzy NNs. - Xiaofang Hu; Leimin Wang; Zhigang Zeng; Song Zhu; Junhao Hu (IEEE Trans. Fuzzy Syst., 2022)

Chest X-Ray Diagnostic Quality Assessment: How Much Is Pixel-Wise Supervision Needed? - Junhao Hu; Chenyang Zhang 002; Kang Zhou 001; Shenghua Gao (IEEE Trans. Medical Imaging, 2022)

Stabilization of Stochastic McKean-Vlasov Equations with Feedback Control Based on Discrete-Time State Observation. - Hao Wu; Junhao Hu; Shuaibin Gao; Chenggui Yuan (SIAM J. Control. Optim., 2022)

Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. - Junhao Hu; Shirin Shoushtari; Zihao Zou; Jiaming Liu 001; Zhixin Sun; Ulugbek S. Kamilov (ICASSP, 2023)

Predicting Compilation Resources for Adaptive Build in an Industrial Setting. - Junhao Hu; Chaozheng Wang; Hailiang Huang; Huang Luo; Yu Jin; Yuetang Deng; Tao Xie 001 (ASE, 2023)

How Practitioners Expect Code Completion? - Chaozheng Wang; Junhao Hu; Cuiyun Gao 001; Yu Jin; Tao Xie 001; Hailiang Huang; Zhenyu Lei; Yuetang Deng (ESEC/SIGSOFT FSE, 2023)

Advances in nonlinear hybrid stochastic differential delay equations: Existence, boundedness and stability. - Junhao Hu; Wei Mao 005; Xuerong Mao (Autom., 2023)

Practitioners' Expectations on Code Completion. - Chaozheng Wang; Junhao Hu; Cuiyun Gao 001; Yu Jin; Tao Xie 001; Hailiang Huang; Zhenyu Lei; Yuetang Deng (CoRR, 2023)

Convergence rate in Lp sense of tamed EM scheme for highly nonlinear neutral multiple-delay stochastic McKean-Vlasov equations. - Shuaibin Gao; Qian Guo 002; Junhao Hu; Chenggui Yuan (CoRR, 2023)

CupCleaner: A Data Cleaning Approach for Comment Updating. - Qingyuan Liang; Zeyu Sun 004; Qihao Zhu; Junhao Hu; Yifan Zhao; Lu Zhang 023 (CoRR, 2023)

The randomized Milstein scheme for stochastic Volterra integral equations with weakly singular kernels. - Zhaohang Wang; Zhuoqi Liu; Shuaibin Gao; Junhao Hu (CoRR, 2023)

Direct approach on fixed-time stabilization and projective synchronization of inertial neural networks with mixed delays. - Jing Han; Guici Chen; Leimin Wang; Guodong Zhang 001; Junhao Hu (Neurocomputing, 2023)

Fixed/prescribed-time synchronization of BAM memristive neural networks with time-varying delays via convex analysis. - Jinrong Yang; Guici Chen; Song Zhu; Shiping Wen 001; Junhao Hu (Neural Networks, 2023)

Fixed-Time Anti-synchronization and Preassigned-Time Synchronization of Discontinuous Fuzzy Inertial Neural Networks with Bounded Distributed Time-Varying Delays. - Yang Liu; Guodong Zhang 001; Junhao Hu (Neural Process. Lett., 2023)

Stabilization in Distribution of Hybrid Systems by Intermittent Noise. - Wei Mao 005; Junhao Hu; Xuerong Mao (IEEE Trans. Autom. Control., 2023)

Finite-Time Stabilization of Fuzzy Spatiotemporal Competitive Neural Networks With Hybrid Time-Varying Delays. - Xiaofang Hu; Leimin Wang; Yin Sheng; Junhao Hu (IEEE Trans. Fuzzy Syst., 2023)

Synchronization and settling-time estimation of fuzzy memristive neural networks with time-varying delays: Fixed-time and preassigned-time control. - Leimin Wang; Haoyu Li; Cheng Hu 005; Junhao Hu; Qingyi Wang (Fuzzy Sets Syst., 2023)

Multiple finite-time synchronization and settling-time estimation of delayed competitive neural networks. - Leimin Wang; Xingxing Tan; Qingyi Wang; Junhao Hu (Neurocomputing, 2023)

Fixed-time synchronization of complex-valued memristive competitive neural networks based on two novel fixed-time stability theorems. - Chenguang Xu; Minghui Jiang; Junhao Hu (Neural Comput. Appl., 2023)

Mean-square finite-time synchronization of stochastic competitive neural networks with infinite time-varying delays and reaction-diffusion terms. - Chenguang Xu; Minghui Jiang; Junhao Hu (Commun. Nonlinear Sci. Numer. Simul., 2023)

General Decay Synchronization of Fuzzy Inertial Memristive Neural Networks with Discontinuous Activation Function. - Huihui Chen; Minghui Jiang; Junhao Hu; Jin Yang (Neural Process. Lett., 2023)

Synchronization of Fuzzy Inertial Neural Networks with Time-Varying Delays via Fixed-Time and Preassigned-Time Control. - Songjie Li; Haoyu Li; Xinmei Wang; Leimin Wang; Junhao Hu (Neural Process. Lett., 2023)

Some New Gronwall-Type Integral Inequalities and their Applications to Finite-Time Stability of Fractional-Order Neural Networks with Hybrid Delays. - Zhanying Yang; Jie Zhang; Junhao Hu; Jun Mei (Neural Process. Lett., 2023)

A Plug-and-Play Image Registration Network. - Junhao Hu; Weijie Gan; Zhixin Sun; Hongyu An; Ulugbek Kamilov (ICLR, 2024)

Novel Results on Fixed-Time Complex Projective Lag Synchronization for Fuzzy Complex-Valued Neural Networks With Inertial Item. - Yu Yao; Jing Han; Guodong Zhang 001; Junhao Hu (IEEE Access, 2024)

Global exponential synchronization of BAM memristive neural networks with mixed delays and reaction-diffusion terms. - Huihui Chen; Minghui Jiang; Junhao Hu (Commun. Nonlinear Sci. Numer. Simul., 2024)

MemServe: Context Caching for Disaggregated LLM Serving with Elastic Memory Pool. - Cunchen Hu; Heyang Huang; Junhao Hu; Jiang Xu; Xusheng Chen; Tao Xie 001; Chenxi Wang; Sa Wang; Yungang Bao; Ninghui Sun; Yizhou Shan (CoRR, 2024)

EPIC: Efficient Position-Independent Context Caching for Serving Large Language Models. - Junhao Hu; Wenrui Huang; Haoyi Wang; Weidong Wang; Tiancheng Hu; Qin Zhang; Hao Feng; Xusheng Chen; Yizhou Shan; Tao Xie 001 (CoRR, 2024)

Fixed/predefined-time projective synchronization for a class of fuzzy inertial discontinuous neural networks with distributed delays. - Jing Han; Guici Chen; Guodong Zhang 001; Junhao Hu (Fuzzy Sets Syst., 2024)

Deep neural networks-prescribed performance optimal control for stochastic nonlinear strict-feedback systems. - Jinhui Chen; Jun Mei; Junhao Hu; Zhanying Yang (Neurocomputing, 2024)

The Geological Investigation of the Lunar Reiner Gamma Magnetic Anomaly Region. - Junhao Hu; Jingwen Liu; Jianzhong Liu; Jiayin Deng; Sheng Zhang; Danhong Lei; Xuejin Zeng; Weidong Huang 009 (Remote. Sens., 2024)

Finite-time interval stabilization for time-varying stochastic delayed systems via interval matrix method by piecewise controllers. - Guici Chen; Huimin Zeng; Jinrong Yang; Junhao Hu (Syst. Control. Lett., 2024)

Robust optimal triple event-triggered intermittent control for uncertain input-constrained nonlinear systems. - Zeyu Ruan; Junhao Hu; Jun Mei (Commun. Nonlinear Sci. Numer. Simul., 2024)

Longevity-Oriented and Reliable Forwarding Percolation Routing in Underwater Acoustic Sensor Networks. - Yuan Liu; Haiyan Wang 002; Lin Cai 001; Junhao Hu; Xiaohong Shen 001 (IEEE Internet Things J., 2024)

Convergence rate in Lp sense of tamed EM scheme for highly nonlinear neutral multiple-delay stochastic McKean-Vlasov equations. - Shuaibin Gao; Qian Guo 002; Junhao Hu; Chenggui Yuan (J. Comput. Appl. Math., 2024)

Finite-Time Distributed $H_{ infty }$ Filtering in Sensor Networks With Switching Topology and Two-Channel Stochastic Attacks. - Xin Zhou; Guici Chen; Zhigang Zeng; Junhao Hu (IEEE Trans. Autom. Control., 2024)

Design and Analysis of a Symmetric Joint Module for a Modular Wire-Actuated Robotic Arm with Symmetric Variable-Stiffness Units. - Can Qian; Kaisheng Yang; Yangfei Ruan; Junhao Hu; Zixuan Shao; Chongchong Wang; Chuanqi Xie (Symmetry, 2024)

The Second-Order Sliding Mode Control Algorithm for Fixed-Time Stability of Nonlinear Systems. - Qinjun Zeng; Minghui Jiang; Junhao Hu (Circuits Syst. Signal Process., 2024)

Fixed/preassigned-time synchronization of fuzzy inertial neural netwroks via event-triggered controller. - Tianqi Wang; Junhao Hu; Yan Li 124; Guodong Zhang 001 (J. Appl. Math. Comput., 2024)

RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning. - Junhao Hu; Wenrui Huang; Weidong Wang; Zhenwen Li; Tiancheng Hu; Zhixia Liu; Xusheng Chen; Tao Xie; Yizhou Shan (ACL (Findings), 2025)

Enhancing Infrared Spectroscopy Analysis Based on Data Augmentation and Deep Learning. - Mohan Tang; Ke Xu; Yuan Sun; Yongqiang Zhang; Wei She; Junhao Hu; Jun Tie (ICIC (12), 2025)

DEEPSERVE: Serverless Large Language Model Serving at Scale. - Junhao Hu; Jiang Xu; Zhixia Liu; Yulong He; Yuetao Chen; Hao Xu; Jiang Liu; Jie Meng; Baoquan Zhang; Shining Wan; Gengyuan Dan; Zhiyu Dong; et al. (USENIX ATC, 2025)

Finite-time H∞ control and energy cost optimization for nonlinear delayed systems through switching analysis and interval matrix method. - Guici Chen; Huimin Zeng; Song Zhu; Shiping Wen 001; Junhao Hu (Sci. China Inf. Sci., 2025)

Fixed-time stabilization and synchronization of fuzzy inertial neural networks via aperiodically semi-intermittent control. - Junhao Hu; Guodong Zhang 001; Yan Li 124; Tianqi Wang (Neurocomputing, 2025)

Stabilization in Distribution of Periodic Hybrid Systems by Discrete-Time State Feedback Control. - Zhijun Liu; Junhao Hu; Xuerong Mao (SIAM J. Control. Optim., 2025)

Directional Diffusion-Style Code Editing Pre-training. - Qingyuan Liang; Zeyu Sun 004; Qihao Zhu; Junhao Hu; Yifan Zhao; Yizhou Chen; Mingxuan Zhu; Guoqing Wang 004; Lu Zhang 023 (CoRR, 2025)

DeepFlow: Serverless Large Language Model Serving at Scale. - Junhao Hu; Jiang Xu; Zhixia Liu; Yulong He; Yuetao Chen; Hao Xu; Jiang Liu; Baoquan Zhang; Shining Wan; Gengyuan Dan; Zhiyu Dong; Zhihao Ren; et al. (CoRR, 2025)

MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving. - Shiju Zhao; Junhao Hu; Rongxiao Huang; Jiaqi Zheng 001; Guihai Chen (CoRR, 2025)

Efficient Long-Decoding Inference with Reasoning-Aware Attention Sparsity. - Junhao Hu; Wenrui Huang; Weidong Wang; Zhenwen Li; Tiancheng Hu; Zhixia Liu; Xusheng Chen; Tao Xie 001; Yizhou Shan (CoRR, 2025)

LLMigrate: Transforming "Lazy" Large Language Models into Efficient Source Code Migrators. - Yuchen Liu; Junhao Hu; Yingdi Shan; Ge Li 001; Yanzhen Zou; Yihong Dong; Tao Xie 001 (CoRR, 2025)

Reducing GPU Memory Fragmentation via Spatio-Temporal Planning for Efficient Large-Scale Model Training. - Zixiao Huang; Junhao Hu; Hao Lin; Chunyang Zhu; Yueran Tang; Quanlu Zhang; Zhen Guo; Zhenhua Li; Shengen Yan; Zhenhua Zhu; Guohao Dai; Yu Wang (CoRR, 2025)

Predefined-time synchronization of fuzzy competitive neural networks via adaptive sliding mode control. - Cheng Zhaohui; Minghui Jiang 002; Fangmin Ren; Junhao Hu (Neural Comput. Appl., 2025)

xDeepServe: Model-as-a-Service on Huawei CloudMatrix384. - Ao Xiao; Bangzheng He; Baoquan Zhang; Baoxing Huai; Bingji Wang; Bo Wang; Bo Xu; Boyi Hou; Chan Yang; Changhong Liu; Cheng Cui; Chenyu Zhu; et al. (CoRR, 2025)