Yongjun He

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 77

Top Topics

Illumination Compensation

Matrix Inversion

Speech Processing

Learned Dictionary

Top Venues

IEEE Trans. Ind. Informatics

Publications

Yongjun He, Yao Lu, Gustavo Alonso
Deferred Continuous Batching in Resource-Efficient Large Language Model Serving. EuroMLSys@EuroSys (2024)
Xin Zhou, Jinfei Wang, Bo Shan, Yongjun He
Early-Season Crop Classification Based on Local Window Attention Transformer with Time-Series RCM and Sentinel-1. Remote. Sens. 16 (8) (2024)
Jianchen Li, Jiqing Han, Fan Qian, Tieran Zheng, Yongjun He, Guibin Zheng
Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Bo Ding, Libao Zhang, Yongjun He, Jian Qin
3D shape classification based on global and local features extraction with collaborative learning. Vis. Comput. 40 (6) (2024)
Lin Xiao, Yunrui Xie, Qiuyue Zuo, Ping Tan, Ping Liu, Yongjun He
Design and analysis of finite-time convergent complex-valued zeroing neural networks with application to time-variant complex matrix inversion. Inf. Sci. 681 (2024)
Lin Xiao, Penglin Cao, Yongjun He, Liu Luo, Linju Li
Predefined-Time Noise Immunity ZNN Model for Dynamic Quaternion Least Squares Problem and Application to Synchronization of Hyperchaotic Systems. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Qiang Huang, Xin Wang, Susie Xi Rao, Zhichao Han, Zitao Zhang, Yongjun He, Quanqing Xu, Yang Zhao, Zhigao Zheng, Jiawei Jiang
Benchtemp: A General Benchmark for Evaluating Temporal Graph Neural Networks. ICDE (2024)
Fan Qian, Jiqing Han, Yadong Guan, Wenjie Song, Yongjun He
Capturing High-Level Semantic Correlations via Graph for Multimodal Sentiment Analysis. IEEE Signal Process. Lett. 31 (2024)
Xiaona Yang, Bo Ding, Jian Qin, Luyao Guo, Jing Zhao, Yongjun He
HVS-Unsup: Unsupervised cervical cell instance segmentation method based on human visual simulation. Comput. Biol. Medicine 171 (2024)
Yadong Guan, Jiqing Han, Hongwei Song, Wenjie Song, Guibin Zheng, Tieran Zheng, Yongjun He
Contrastive Loss Based Frame-Wise Feature Disentanglement for Polyphonic Sound Event Detection. ICASSP (2024)
Yadong Guan, Jiqing Han, Hongwei Song, Wenjie Song, Guibin Zheng, Tieran Zheng, Yongjun He
Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection. CoRR (2024)
Wenjie Song, Jiqing Han, Jianchen Li, Guibin Zheng, Tieran Zheng, Yongjun He
Modeling Quasi-Periodic Dependency via Self-Supervised Pre-Training for Respiratory Sound Classification. ICASSP (2024)
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. EDBT (2024)
Zhaohui Qi, Yingqiang Ning, Lin Xiao, Yongjun He, Jiajie Luo, Biao Luo
Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Lin Xiao, Xiangru Yan, Yongjun He, Penglin Cao
A Variable-Gain Fixed-Time Convergent and Robust ZNN Model for Image Fusion: Design, Analysis, and Verification. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Lin Xiao, Sida Xiao, Yongjun He, Jianhua Dai, Yaonan Wang, Yiwei Li
Comprehensive Study on Zeroing Neural Network With High-Order Evolutionary Formula, Nonlinear Functions, and Variable Parameter for Time-Changing Matrix Cholesky Decomposition. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR (2024)
Lin Xiao, Yongjun He, Yiwei Li, Jianhua Dai
Design and Analysis of Two Nonlinear ZNN Models for Matrix LR and QR Factorization With Application to 3-D Moving Target Location. IEEE Trans. Ind. Informatics 19 (6) (2023)
Jianhua Dai, Ping Tan, Lin Xiao, Lei Jia, Yongjun He, Jiajie Luo
A Fuzzy Adaptive Zeroing Neural Network Model With Event-Triggered Control for Time-Varying Matrix Inversion. IEEE Trans. Fuzzy Syst. 31 (11) (2023)
Fan Qian, Jiqing Han, Yongjun He, Tieran Zheng, Guibin Zheng
Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis. ACL (Findings) (2023)
Lin Xiao, Yongjun He, Yaonan Wang, Jianhua Dai, Ran Wang, Wensheng Tang
A Segmented Variable-Parameter ZNN for Dynamic Quadratic Minimization With Improved Convergence and Robustness. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Luyang Han, Yongjun He, Bolin Liao, Cheng Hua
An Accelerated Double-Integral ZNN with Resisting Linear Noise for Dynamic Sylvester Equation Solving and Its Application to the Control of the SFM Chaotic System. Axioms 12 (3) (2023)
Lin Xiao, Penglin Cao, Lei Jia, Yongjun He, Wentong Song
Prescribed-time robust ZNN models for solving equality and inequality systems. J. Frankl. Inst. 360 (13) (2023)
Yongjun He, Jinfei Wang, Chunhua Liao, Xin Zhou, Bo Shan
MS4D-Net: Multitask-Based Semi-Supervised Semantic Segmentation Framework with Perturbed Dual Mean Teachers for Building Damage Assessment from High-Resolution Remote Sensing Imagery. Remote. Sens. 15 (2) (2023)
Jing Zhao, Yongjun He, Shu-Hang Zhou, Jian Qin, Yining Xie
CNSeg: A dataset for cervical nuclear segmentation. Comput. Methods Programs Biomed. 241 (2023)
Feng Chen, Shiwen Deng, Tieran Zheng, Yongjun He, Jiqing Han
Graph-Based Spectro-Temporal Dependency Modeling for Anti-Spoofing. ICASSP (2023)
Jianchen Li, Jiqing Han, Shiwen Deng, Tieran Zheng, Yongjun He, Guibin Zheng
Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification. INTERSPEECH (2023)
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. CoRR (2023)
Qiang Huang, Jiawei Jiang, Susie Xi Rao, Ce Zhang, Zhichao Han, Zitao Zhang, Xin Wang, Yongjun He, Quanqing Xu, Yang Zhao, Chuang Hu, Shuo Shang, Bo Du
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks. CoRR (2023)
Lin Xiao, Yuanfang Zhang, Lei Jia, Yongjun He
A ZNN-based sliding mode control strategy for solving synchronization problems of chaotic systems with application in memristor oscillator. J. Frankl. Inst. 360 (16) (2023)
Meng Xia, Yaping Chang, Yongjun He
Design of intelligent network OBE teaching evaluation system based on Mixed algorithm. ICIEAI (2023)
Bo Ding, Yufei Fan, Yongjun He, Jing Zhao
Enhanced VAEGAN: a zero-shot image classification method. Appl. Intell. 53 (8) (2023)
Binhang Yuan, Yongjun He, Jared Davis, Tianyi Zhang, Tri Dao, Beidi Chen, Percy Liang, Christopher Ré, Ce Zhang
Decentralized Training of Foundation Models in Heterogeneous Environments. NeurIPS (2022)
Yongjun He, Lin Xiao, Fuchun Sun, Yaonan Wang
A variable-parameter ZNN with predefined-time convergence for dynamic complex-valued Lyapunov equation and its application to AOA positioning. Appl. Soft Comput. 130 (2022)
Dapeng Lang, Deyun Chen, Sizhao Li, Yongjun He
An Adversarial Attack Method against Specified Objects Based on Instance Segmentation. Inf. 13 (10) (2022)
Lin Xiao, Ping Liu, Yongjun He, Lei Jia, Juan Tao
A novel ZNN model for fast synchronisation of chaos systems with external disturbances. Neurocomputing 491 (2022)
Yongjun He, Jinfei Wang, Ying Zhang, Chunhua Liao
Enhancement of Urban Floodwater Mapping From Aerial Imagery With Dense Shadows via Semisupervised Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yi Mao, Yuyang Du, Yongjun He, Gengzhen Qi, Pui-In Mak
A 0.5 to 2GHz Blocker-Tolerant Receiver Achieving 29dBm OOB-IIP3 and 3.2 to 6dB NF Using Bottom-Plate Switched-Capacitor Technique. APCCAS (2022)
Jianhua Dai, Yuanmeng Chen, Lin Xiao, Lei Jia, Yongjun He
Design and Analysis of a Hybrid GNN-ZNN Model With a Fuzzy Adaptive Factor for Matrix Inversion. IEEE Trans. Ind. Informatics 18 (4) (2022)
Bolin Liao, Yuyan Wang, Jianfeng Li, Dongsheng Guo, Yongjun He
Harmonic Noise-Tolerant ZNN for Dynamic Matrix Pseudoinversion and Its Application to Robot Manipulator. Frontiers Neurorobotics 16 (2022)
Jian Qin, Yongjun He, Jinping Ge, Yiqin Liang
A Multi-Task Feature Fusion Model for Cervical Cell Classification. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Jing Zhao, Yongjun He, Si-Qi Zhao, Jinjie Huang, Wangmeng Zuo
AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Lin Xiao, Sai Liu, Xin Wang, Yongjun He, Lei Jia, Yang Xu
Zeroing Neural Networks for Dynamic Quaternion-Valued Matrix Inversion. IEEE Trans. Ind. Informatics 18 (3) (2022)
Yongjun He, Jinfei Wang, Chunhua Liao, Bo Shan, Xin Zhou
ClassHyPer: ClassMix-Based Hybrid Perturbations for Deep Semi-Supervised Semantic Segmentation of Remote Sensing Imagery. Remote. Sens. 14 (4) (2022)
Jun Yu, Jing Zhao, Huili Shao, Yu Lu, Yongjun He, Lejun Zhang
Illumination compensation for microscope images based on illumination difference estimation. Vis. Comput. 38 (5) (2022)
Binhang Yuan, Yongjun He, Jared Quincy Davis, Tianyi Zhang, Tri Dao, Beidi Chen, Percy Liang, Christopher Ré, Ce Zhang
Decentralized Training of Foundation Models in Heterogeneous Environments. CoRR (2022)
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. KDD (2022)
Jian Qin, Yongjun He, Yang Zhou, Jing Zhao, Bo Ding
REU-Net: Region-enhanced nuclei segmentation network. Comput. Biol. Medicine 146 (2022)
Lin Xiao, Yongjun He, Jianhua Dai, Xinwang Liu, Bolin Liao, Haiyan Tan
A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed Robustness. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Xin Zhou, Jinfei Wang, Yongjun He, Bo Shan
Crop Classification and Representative Crop Rotation Identifying Using Statistical Features of Time-Series Sentinel-1 GRD Data. Remote. Sens. 14 (20) (2022)
Jue Wang, Binhang Yuan, Luka Rimanic, Yongjun He, Tri Dao, Beidi Chen, Christopher Ré, Ce Zhang
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees. NeurIPS (2022)
Jue Wang, Binhang Yuan, Luka Rimanic, Yongjun He, Tri Dao, Beidi Chen, Christopher Ré, Ce Zhang
Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees. CoRR (2022)
Jianhua Dai, Ping Tan, Xing Yang, Lin Xiao, Lei Jia, Yongjun He
A fuzzy adaptive zeroing neural network with superior finite-time convergence for solving time-variant linear matrix equations. Knowl. Based Syst. 242 (2022)
Lin Xiao, Yongjun He, Bolin Liao
A parameter-changing zeroing neural network for solving linear equations with superior fixed-time convergence. Expert Syst. Appl. 208 (2022)
Dapeng Lang, Deyun Chen, Ran Shi, Yongjun He
Attention-Guided Digital Adversarial Patches on Visual Detection. Secur. Commun. Networks 2021 (2021)
Lin Xiao, Juan Tao, Jianhua Dai, Yaonan Wang, Lei Jia, Yongjun He
A Parameter-Changing and Complex-Valued Zeroing Neural-Network for Finding Solution of Time-Varying Complex Linear Matrix Equations in Finite Time. IEEE Trans. Ind. Informatics 17 (10) (2021)
Jinjie Huang, Guihua Yang, Biao Li, Yongjun He, Yani Liang
Segmentation of Cervical Cell Images Based on Generative Adversarial Networks. IEEE Access 9 (2021)
Lin Xiao, Yongjun He
A Noise-Suppression ZNN Model With New Variable Parameter for Dynamic Sylvester Equation. IEEE Trans. Ind. Informatics 17 (11) (2021)
Jiaxin Yu, Wenyuan Liu, Yongjun He, Chunyue Zhang
A Mutually Auxiliary Multitask Model With Self-Distillation for Emotion-Cause Pair Extraction. IEEE Access 9 (2021)
Ji Lin, Wenjie Feng, Sergiy Yu. Reutskiy, Haifeng Xu, Yongjun He
A new semi-analytical method for solving a class of time fractional partial differential equations with variable coefficients. Appl. Math. Lett. 112 (2021)
Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. CoRR (2021)
Jing Zhao, Yining Xie, Lei Tang, Yongjun He
Overlapping region reconstruction in nuclei image segmentation. Vis. Comput. 37 (7) (2021)
Lin Xiao, Yongjun He, Bolin Liao, Jianhua Dai
An accelerated ZNN-based algorithm with piecewise time-varying parameters to solve time-variant linear equations. J. Comput. Appl. Math. 398 (2021)
Zhong Zheng, Jinfei Wang, Bo Shan, Yongjun He, Chunhua Liao, Yanghua Gao, Shiqi Yang
A New Model for Transfer Learning-Based Mapping of Burn Severity. Remote. Sens. 12 (4) (2020)
Lin Xiao, Qian Yi, Qiuyue Zuo, Yongjun He
Improved finite-time zeroing neural networks for time-varying complex Sylvester equation solving. Math. Comput. Simul. 178 (2020)
Bo Ding, Lei Tang, Yongjun He
An Efficient 3D Model Retrieval Method Based on Convolutional Neural Network. Complex. 2020 (2020)
Tao Wang, Jinjie Huang, Dequan Zheng, Yongjun He
Nucleus Segmentation of Cervical Cytology Images Based on Depth Information. IEEE Access 8 (2020)
Bo Ding, Lei Tang, Zheng Gao, Yongjun He
3D Shape Classification Using a Single View. IEEE Access 8 (2020)
Baoyan Ma, Jian Zhang, Feng Cao, Yongjun He
MACD R-CNN: An Abnormal Cell Nucleus Detection Method. IEEE Access 8 (2020)
Yongjun He, Jiacheng Lu, Tianzheng Wang
CoroBase: Coroutine-Oriented Main-Memory Database Engine. Proc. VLDB Endow. 14 (3) (2020)
Chunhua Liao, Jinfei Wang, Qinghua Xie, Ayman Al Baz, Xiaodong Huang, Jiali Shang, Yongjun He
Synergistic Use of Multi-Temporal RADARSAT-2 and VENµS Data for Crop Classification Based on 1D Convolutional Neural Network. Remote. Sens. 12 (5) (2020)
Yongjun He, Jiacheng Lu, Tianzheng Wang
CoroBase: Coroutine-Oriented Main-Memory Database Engine. CoRR (2020)
Alex Depoutovitch, Chong Chen, Jin Chen, Paul Larson, Shu Lin, Jack Ng, Wenlin Cui, Qiang Liu, Wei Huang, Yong Xiao, Yongjun He
Taurus Database: How to be Fast, Available, and Frugal in the Cloud. SIGMOD Conference (2020)
Yongjun He, Qian Yi, Bolin Liao, Lei Ding, Lin Xiao, Pei Liu
A Variable Parameter Zeroing Neural Network for Resolving Time-Variant Quadratic Minimization with Preferable Performance. ICACI (2020)
Chen Chen, Wei Wang, Yongjun He, Jiqing Han
A bilevel framework for joint optimization of session compensation and classification for speaker identification. Digit. Signal Process. 89 (2019)
Pei Wang, Yongjun He, Ryan Shea, Jiannan Wang, Eugene Wu
Deeper: A Data Enrichment System Powered by Deep Web. SIGMOD Conference (2018)
Yongjun He, Guanglu Sun, Jiqing Han
Optimization of learned dictionary for sparse coding in speech processing. Neurocomputing 173 (2016)
Jing Zang, Hu Liu, Zhizhong Zhao, Yongjun He
Effectiveness evaluation-oriented transport aircraft mission simulation system. ICCAIS (2015)
Yongjun He, Guanglu Sun, Jiqing Han
Spectrum enhancement with sparse coding for robust speech recognition. Digit. Signal Process. 43 (2015)
Yongjun He, Chen Chen, Jiqing Han
Noise-robust speaker recognition based on morphological component analysis. INTERSPEECH (2015)
Yongjun He, Deyun Chen, Guanglu Sun, Jiqing Han
Dictionary evaluation and optimization for sparse coding based speech processing. Inf. Sci. 310 (2015)
Yongjun He, Guanglu Sun, Guibin Zheng, Jiqing Han
Evaluation of dictionary for sparse coding in speech processing. INTERSPEECH (2014)
Yongjun He, Jiqing Han, Tieran Zheng, Guanglu Sun
A new framework for robust speech recognition in complex channel environments. Digit. Signal Process. 32 (2014)
Yongjun He, Jiqing Han, Shiwen Deng, Tieran Zheng, Guibin Zheng
A solution to residual noise in speech denoising with sparse representation. ICASSP (2012)
Yongjun He, Jiqing Han, Tieran Zheng, Guibin Zheng
Compensation of partly reliable components for band-limited speech recognition with missing data techniques. ICASSP (2011)
Yongjun He, Jiqing Han
Gaussian Specific Compensation for Channel Distortion in Speech Recognition. IEEE Signal Process. Lett. 18 (10) (2011)
Yongjun He, Jiqing Han
Model synthesis for band-limited speech recognition. INTERSPEECH (2010)
Xiaobing Xiong, Hui Shu, Jianmin Chen, Yongjun He
Wetrp: A Platform for Recording of Windows Program Execution Traces. ISCSCT (1) (2008)
Yongjun He, Xiaoyuan Jing
Local IMLDA and its Improvements. CSSE (1) (2008)
Yongjun He, Anni Cai, Jingao Sun
Incremental backprojection algorithm: modification of the searching flow scheme and utilization of the relationship among projection views. IEEE Trans. Medical Imaging 12 (3) (1993)