Yulin He

98 papers A* 8A 4B 5Misc 5Journal 51Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Algorithmic Investigation of Intelligent Lane Line Detection for Complex Road Scenarios.
IEEE Trans. Intell. Transp. Syst.
Yulin He, Chunrong Bao, Lu Wang, Qingwang Wang, Ming Liu, Shiquan Shen, Tao Shen, Zhen Leng
2026 A* conf
Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models.
AAAI
Yulin He, Wei Chen, Xinbiao Gan, Siqi Wang, Haotian Wang, Yusong Tan
2026 J jnl
DR
CoRR
Yulin He, Wei Chen, Zhikang Jian, Tianhang Guo, Wenjuan Zhou, Minglong Li, Shaowu Yang, Wenjing Yang
2026 J jnl
Editorial: Special Issue on Recent Advances in Statistical Analytics Theories and Methods for Big Data.
Big Data Min. Anal.
Joshua Zhexue Huang, Yulin He, Ponnuthurai Nagaratnam Suganthan
2026 J jnl
FreqMLNet: Non-transformer network with frequency domain reconstruction and multi-scale representation for time series forecasting.
Neural Networks
Yulin He, Qiongbin Chen, Ruili Wang, Philippe Fournier-Viger, Joshua Zhexue Huang
2026 J jnl
HUF4WP: A data-fusion framework leveraging high-utility patterns for renewable energy classification.
Inf. Fusion
M. Saqib Nawaz, Philippe Fournier-Viger, Muhammad Zohaib Nawaz, Yulin He, Unil Yun
2025 Misc conf
A Cost-effective Solution for Remote Sensing Image Segmentation via Train/Test-Time Adaptation.
ICASSP
Wei Chen, Xin Luo, Yulin He, Tianrui Liu, Di Wu, Tianhang Guo, Yuhang Li, Yuhua Tang
2025 J jnl
A Physics-Regularized Multiscale Attention Network for Spatiotemporal Traffic Data Imputation.
IEEE Trans. Intell. Transp. Syst.
Zhenjie Zheng, Yulin He, Zhengli Wang, Wei Ma
2025 J jnl
ASSMark: Dual Defense Against Speech Synthesis Attack via Adversarial Robust Watermarking.
IEEE Signal Process. Lett.
Yulin He, Hongxia Wang, Yiqin Qiu, Hao Cao
2025 A* conf
Achieving Speed-Accuracy Balance in Vision-based 3D Occupancy Prediction via Geometric-Semantic Disentanglement.
AAAI
Yulin He, Wei Chen, Siqi Wang, Tianci Xun, Yusong Tan
2025 J jnl
Adaptive Frequency-Domain Feature Extraction With Large Language Models for Accurate Electricity Market Forecasting.
IEEE Trans. Consumer Electron.
Qiongbin Chen, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2025 J jnl
An Improved Two-Scale Analytical Model for Bistatic Scattering of Wind-Driven Sea Surfaces.
IEEE Geosci. Remote. Sens. Lett.
Yulin He, Yue Chen, Yu Mao Wu, Peng Liu
2025 J jnl
Attribute grouping-based naive Bayesian classifier.
Sci. China Inf. Sci.
Yulin He, Guiliang Ou, Philippe Fournier-Viger, Joshua Zhexue Huang
2025 J jnl
Breaking Boundaries: Unifying Imaging and Compression for HDR Image Compression.
IEEE Trans. Image Process.
Xuelin Shen, Linfeng Pan, Zhangkai Ni, Yulin He, Wenhan Yang, Shiqi Wang, Sam Kwong
2025 A conf
Combating the Negative Optimization in Source-Free Domain Adaptive Medical Image Segmentation via Selective Online Self-Training.
ICME
Wenjuan Zhou, Wei Chen, Yulin He, Chen Li
2025 J jnl
Discriminative local affine-hull clustering for high-dimensional data.
Array
Yu-Feng Yu, Jiali Luo, Xuanyi Chen, Yingchao Cheng, Yulin He, Joshua Zhexue Huang
2025 B conf
Hierarchical Neural Architecture Search for Fast and Accurate Depth Completion.
ICMR
Xiaogang Jia, Songlei Jian, Yusong Tan, Yonggang Che, Wei Chen, Zhengfa Liang, Yulin He
2025 — conf
IHCP: Image Hiding Against Blind Compression Based on Quality Prediction.
ICANN (2)
Hao Cao, Hongxia Wang, Yulin He, Wanjie Li
2025 — conf
KD-MedSAM: Lightweight Knowledge Distillation of Segment Anything Model for Multi-modality Medical Image Segmentation.
ICIC (28)
Wenjuan Zhou, Jiuyuan Zhu, Wei Chen, Chen Li, Yulin He, Mu He
2025 J jnl
Recalling Unknowns Without Losing Precision: An Effective Solution to Large Model-Guided Open World Object Detection.
IEEE Trans. Image Process.
Yulin He, Wei Chen, Siqi Wang, Tianrui Liu, Meng Wang
2025 A* conf
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision.
AAAI
Kangsheng Yin, Quan Liu, Xuelin Shen, Yulin He, Wenhan Yang, Shiqi Wang
2025 J jnl
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision.
CoRR
Kangsheng Yin, Quan Liu, Xuelin Shen, Yulin He, Wenhan Yang, Shiqi Wang
2024 J jnl
A novel member enhancement-based clustering ensemble algorithm.
Concurr. Comput. Pract. Exp.
Yulin He, Jin Yang, Yingchao Cheng, Xueqin Du, Joshua Zhexue Huang
2024 J jnl
A novel overlapping minimization SMOTE algorithm for imbalanced classification.
Frontiers Inf. Technol. Electron. Eng.
Yulin He, Xuan Lu, Philippe Fournier-Viger, Joshua Zhexue Huang
2024 J jnl
Analysis and Classification of Fake News Using Sequential Pattern Mining.
Big Data Min. Anal.
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He
2024 — conf
Cryogenic Oxide-VCSEL at 2.8 K Demonstrates Record Bandwidth f-3dB > 50 GHz, Pout > 14 mW and PAM-4 Data Rate up to 128 Gb/s.
OFC
Haonan Wu, Wenning Fu, Zetai Liu, Yulin He, Milton Feng
2024 J jnl
Density estimation-based method to determine sample size for random sample partition of big data.
Frontiers Comput. Sci.
Yulin He, Jiaqi Chen, Jiaxing Shen, Philippe Fournier-Viger, Joshua Zhexue Huang
2024 A conf
Distinguishing Textual Prompt Importance: Image-Guided Text Weighting for CLIP-Based Few-shot Learning.
ICME
Tianci Xun, Wei Chen, Yulin He, Di Wu, Yuanming Gao, Jiuyuan Zhu, Weiwei Zheng
2024 A conf
Don't Turn a Blind Eye to Localization Noise: Localization Pseudo-label Correction and Learning for Semi-Supervised Object Detection.
ICME
Yulin He, Wei Chen, Zhengfa Liang, Ke Liang, Yusong Tan, Tianrui Liu, Yulan Guo
2024 Misc conf
Image Coding for Analytics via Adversarially Augmented Adaptation.
ICASSP
Xuelin Shen, Kangsheng Yin, Xu Wang, Yulin He, Shiqi Wang, Wenhan Yang
2024 J jnl
Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement.
CoRR
Yulin He, Wei Chen, Tianci Xun, Yusong Tan
2024 A conf
Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement.
ICME
Kang Xiao, Xu Wang, Yulin He, Baoliang Chen, Xuelin Shen
2024 J jnl
Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement.
CoRR
Kang Xiao, Xu Wang, Yulin He, Baoliang Chen, Xuelin Shen
2024 A* conf
Sniffing Threatening Open-World Objects in Autonomous Driving by Open-Vocabulary Models.
ACM Multimedia
Yulin He, Siqi Wang, Wei Chen, Tianci Xun, Yusong Tan
2024 — conf
Unleashing the Class-Incremental Learning Potential of Foundation Models by Virtual Feature Generation and Replay.
PRCV (5)
Tianci Xun, Zhong Zheng, Yulin He, Wei Chen, Weiwei Zheng
2023 J jnl
A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute Datasets.
IEEE Trans. Artif. Intell.
Yulin He, Xuan Ye, De-Fa Huang, Philippe Fournier-Viger, Joshua Zhexue Huang
2023 J jnl
A novel correlation Gaussian process regression-based extreme learning machine.
Knowl. Inf. Syst.
Xuan Ye, Yulin He, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang
2023 J jnl
A novel observation points-based positive-unlabeled learning algorithm.
CAAI Trans. Intell. Technol.
Yulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum
2023 Misc conf
Adaptive Scale and Spatial Aggregation for Real-Time Object Detection.
ICASSP
Wei Chen, Yulin He, Zhengfa Liang, Yulan Guo
2023 — conf
Birds of a Feather Purchase Together: Accurate Social Network Inference using Transaction Data.
ICDM (Workshops)
Jiaxing Shen, Yulin He, Yunfei Long, Jiaqi Wen, Yanwen Wang, Yu Yang
2023 J jnl
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview.
ACM Comput. Surv.
Zhaoxin Fan, Yazhi Zhu, Yulin He, Qi Sun, Hongyan Liu, Jun He
2023 Misc conf
Input Uncertainty Quantification Via Simulation Bootstrapping.
WSC
Manjing Zhang, Yulin He, Guangwu Liu, Shan Dai
2023 J jnl
Observation points classifier ensemble for high-dimensional imbalanced classification.
CAAI Trans. Intell. Technol.
Yulin He, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum
2023 J jnl
PSAC-PDB: Analysis and classification of protein structures.
Comput. Biol. Medicine
M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He, Qin Zhang
2023 J jnl
Pseudo-label Correction and Learning For Semi-Supervised Object Detection.
CoRR
Yulin He, Wei Chen, Ke Liang, Yusong Tan, Zhengfa Liang, Yulan Guo
2023 A* conf
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion.
IJCAI
Zhaoxin Fan, Yulin He, Zhicheng Wang, Kejian Wu, Hongyan Liu, Jun He
2023 J jnl
Survey of Distributed Computing Frameworks for Supporting Big Data Analysis.
Big Data Min. Anal.
Xudong Sun, Yulin He, Dingming Wu, Joshua Zhexue Huang
2023 J jnl
USD: Unknown Sensitive Detector Empowered by Decoupled Objectness and Segment Anything Model.
CoRR
Yulin He, Wei Chen, Yusong Tan, Siqi Wang
2023 J jnl
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis.
Appl. Intell.
M. Saqib Nawaz, Philippe Fournier-Viger, Memoona Aslam, Wenjin Li, Yulin He, Xinzheng Niu
2023 J jnl
Wireless Network Slice Assignment With Incremental Random Vector Functional Link Network.
IEEE Trans. Netw. Sci. Eng.
Yulin He, Xuan Ye, Laizhong Cui, Philippe Fournier-Viger, Chengwen Luo, Joshua Zhexue Huang, Ponnuthurai Nagaratnam Suganthan
2022 B ed.
9th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2022, Shenzhen, China, October 13-16, 2022
DSAA
Joshua Zhexue Huang, Yi Pan, Barbara Hammer, Muhammad Khurram Khan, Xing Xie, Laizhong Cui, Yulin He
2022 — conf
A Novel Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme Learning Machine.
DASFAA (Workshops)
Yulin He, Qihang Huang, Shengsheng Xu, Joshua Zhexue Huang
2022 Misc conf
Adaptive Pseudo Labeling for Source-Free Domain Adaptation in Medical Image Segmentation.
ICASSP
Chen Li, Wei Chen, Xin Luo, Yulin He, Yusong Tan
2022 B conf
Auto-Encoding Independent Attribute Transformation for Naive Bayesian Classifier.
IJCNN
Guiliang Ou, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2022 J jnl
Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression.
ACM Trans. Intell. Syst. Technol.
Yulin He, Xuan Ye, Joshua Zhexue Huang, Philippe Fournier-Viger
2022 J jnl
Correction to: Recent advances in multiple criteria decision making techniques.
Int. J. Mach. Learn. Cybern.
Yulin He, Xizhao Wang, Joshua Zhexue Huang
2022 — conf
DenMG: Density-Based Member Generation for Ensemble Clustering.
ICPP Workshops
Xueqin Du, Yulin He, Philippe Fournier-Viger, Joshua Zhexue Huang
2022 — conf
FastTIRP: Efficient Discovery of Time-Interval Related Patterns.
BDA
Philippe Fournier-Viger, Yuechun Li, M. Saqib Nawaz, Yulin He
2022 — conf
GCMK: Detecting Spam Movie Review Based on Graph Convolutional Network Embedding Movie Background Knowledge.
ICANN (2)
Hao Cao, Hanyue Li, Yulin He, Xu Yan, Fei Yang, Haizhou Wang
2022 — conf
LCIM: Mining Low Cost High Utility Itemsets.
MIWAI
M. Saqib Nawaz, Philippe Fournier-Viger, Naji Alhusaini, Yulin He, Youxi Wu, Debdatta Bhattacharya
2022 — conf
MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences.
MIWAI
Philippe Fournier-Viger, M. Saqib Nawaz, Yulin He, Youxi Wu, Farid Nouioua, Unil Yun
2022 J jnl
Recent advances in multiple criteria decision making techniques.
Int. J. Mach. Learn. Cybern.
Yulin He, Xizhao Wang, Joshua Zhexue Huang
2022 J jnl
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion.
CoRR
Zhaoxin Fan, Yulin He, Zhicheng Wang, Kejian Wu, Hongyan Liu, Jun He
2022 — conf
S-PDB: Analysis and Classification of SARS-CoV-2 Spike Protein Structures.
BIBM
M. Saqib Nawaz, Philippe Fournier-Viger, Yulin He
2022 A* conf
SCMT: Self-Correction Mean Teacher for Semi-supervised Object Detection.
IJCAI
Feng Xiong, Jiayi Tian, Zhihui Hao, Yulin He, Xiaofeng Ren
2021 B conf
A Compressed Hidden Naive Bayesian Classifier.
IJCNN
Guiliang Ou, Yulin He, Joshua Zhexue Huang
2021 J jnl
A Joint 2D-3D Complementary Network for Stereo Matching.
Sensors
Xiaogang Jia, Wei Chen, Zhengfa Liang, Xin Luo, Mingfei Wu, Chen Li, Yulin He, Yusong Tan, Libo Huang
2021 — conf
A Two-Stage Missing Value Imputation Method Based on Autoencoder Neural Network.
IEEE BigData
Jiayin Yu, Yulin He, Joshua Zhexue Huang
2021 — conf
AttENT: Domain-Adaptive Medical Image Segmentation via Attention-Aware Translation and Adversarial Entropy Minimization.
BIBM
Chen Li, Xin Luo, Wei Chen, Yulin He, Mingfei Wu, Yusong Tan
2021 J jnl
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview.
CoRR
Zhaoxin Fan, Yazhi Zhu, Yulin He, Qi Sun, Hongyan Liu, Jun He
2021 J jnl
Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation.
CoRR
Xin Luo, Wei Chen, Yusong Tan, Chen Li, Yulin He, Xiaogang Jia
2021 A* conf
Fast and Accurate Lane Detection via Frequency Domain Learning.
ACM Multimedia
Yulin He, Wei Chen, Zhengfa Liang, Dan Chen, Yusong Tan, Xin Luo, Chen Li, Yulan Guo
2021 J jnl
Fast and Accurate Lane Detection via Graph Structure and Disentangled Representation Learning.
Sensors
Yulin He, Wei Chen, Chen Li, Xin Luo, Libo Huang
2021 J jnl
Improved I-nice clustering algorithm based on density peaks mechanism.
Inf. Sci.
Yulin He, Yingyan Wu, Honglian Qin, Joshua Zhexue Huang, Yi Jin
2021 — conf
PATR: A Novel Poisoning Attack Based on Triangle Relations Against Deep Learning-Based Recommender Systems.
CollaborateCom (2)
Meiling Chao, Min Gao, Junwei Zhang, Zongwei Wang, Quanwu Zhao, Yulin He
2021 — conf
Random Sample Partition-Based Clustering Ensemble Algorithm for Big Data.
IEEE BigData
Xueqin Du, Yulin He, Joshua Zhexue Huang
2021 — conf
Tri-Directional Tasks Complementary Learning for Unsupervised Domain Adaptation of Cross-modality Medical Image Semantic Segmentation.
BIBM
Chen Li, Wei Chen, Mingfei Wu, Xin Luo, Yulin He, Yusong Tan
2020 — conf
A Generalized Denoising Method with an Optimized Loss Function for Automated Bird Sound Recognition.
ICCCS
Huangqiang Fang, Yulin He, Wanyang Xu, Yanyan Xu, Dengfeng Ke, Kaile Su
2020 J jnl
A Robust k-Means Clustering Algorithm Based on Observation Point Mechanism.
Complex.
Xiaoliang Zhang, Yulin He, Yi Jin, Honglian Qin, Muhammad Azhar, Joshua Zhexue Huang
2020 J jnl
ANU-Net: Attention-based nested U-Net to exploit full resolution features for medical image segmentation.
Comput. Graph.
Chen Li, Yusong Tan, Wei Chen, Xin Luo, Yulin He, Yuanming Gao, Fei Li
2020 J jnl
Application of Computed Tomographic Image Reconstruction Algorithms Based on Filtered Back-Projection in Diagnosis of Bone Trauma Diseases.
J. Medical Imaging Health Informatics
Xianyu Li, Yulin He, Qun Hua
2020 — conf
Attribute Bagging-Based Extreme Learning Machine.
ICA3PP (2)
Xuan Ye, Yulin He, Joshua Zhexue Huang
2020 B conf
CenterRepp: Predict Central Representative Point Set's Distribution For Detection.
ICPR
Yulin He, Limeng Zhang, Wei Chen, Xin Luo, Xiaogang Jia, Chen Li
2020 — conf
Clustering Ensembles Based on Probability Density Function Estimation.
CSCloud/EdgeCom
Yingyan Wu, Yulin He, Joshua Zhexue Huang
2020 — conf
Observation Points-Based Particle Swarm Optimization Algorithm.
CSCloud/EdgeCom
Shengsheng Xu, Yulin He, Joshua Zhexue Huang
2019 A* conf
A Quantitative Analysis Platform for PD-L1 Immunohistochemistry based on Point-level Supervision Model.
IJCAI
Haibo Mi, Kele Xu, Yang Xiang, Yulin He, Dawei Feng, Huaimin Wang, Chun Wu, Yanming Song, Xiaolei Sun
2019 J jnl
An Asymptotic Ensemble Learning Framework for Big Data Analysis.
IEEE Access
Salman Salloum, Joshua Zhexue Huang, Yulin He, Xiaojun Chen
2019 J jnl
Exploring and cleaning big data with random sample data blocks.
J. Big Data
Salman Salloum, Joshua Zhexue Huang, Yulin He
2019 J jnl
Latent Feature Group Learning for High-Dimensional Data Clustering.
Inf.
Wenting Wang, Yulin He, Liheng Ma, Joshua Zhexue Huang
2019 — conf
Neural Network-Based Deep Encoding for Mixed-Attribute Data Classification.
PAKDD (Workshops)
Tinglin Huang, Yulin He, De-Xin Dai, Wenting Wang, Joshua Zhexue Huang
2019 J jnl
Random Sample Partition: A Distributed Data Model for Big Data Analysis.
IEEE Trans. Ind. Informatics
Salman Salloum, Joshua Zhexue Huang, Yulin He
2019 J jnl
Real-Time Global Ionospheric Map and Its Application in Single-Frequency Positioning.
Sensors
Liang Zhang, Yibin Yao, Wenjie Peng, Lulu Shan, Yulin He, Jian Kong
2018 J jnl
SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine.
Comput. Intell. Neurosci.
Hua Guo, Jikui Wang, Wei Ao, Yulin He
2018 J jnl
Uncertain principal-agent models for providing information service with moral hazards.
J. Intell. Fuzzy Syst.
Zhenhong Li, Bo Li, Yanfei Lan, Yulin He
2014 — conf
Comparative Analysis of Density Estimation Based Kernel Regression.
ICMLC (CCIS volume)
Junying Chen, Yulin He
2011 J jnl
An approach to automatic development of interlocking logic based on Statechart.
Enterp. Inf. Syst.
Xiangxian Chen, Yulin He, Hai Huang
2009 — conf
Research on Case Retrieval of Case-Based Reasoning of Motorcycle Intelligent Design.
ISNN (4)
Fanglan Ma, Yulin He, Shangping Li, Yuanling Chen, Shi Liang
2006 — conf
Knowledge Acquisition Based on Neural Networks for Performance Evaluation of Sugarcane Harvester.
ISNN (2)
Fanglan Ma, Shangping Li, Yulin He, Shi Liang, Shan-Shan Hu