Jinwen Ma - RankMe

248 papers A* 20A 8B 14C 19Misc 4Journal 91Unranked 92

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph-based radical structure tree representation for zero-shot Chinese character recognition. Pattern Recognit. Yongsheng Dong, Bohui Wu, Jinwen Ma, Xuelong Li
2025	—	`conf`	Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation. EMNLP (Findings) Jingyang Deng, Ran Chen, Jo-Ku Cheng, Jinwen Ma
2025	J	`jnl`	Cross dropout based dynamic learning for blind super resolution. Neurocomputing Yongsheng Dong, Hongjie Zhou, Lintao Zheng, Xiaohong Wang, Jinwen Ma
2025	Misc	`conf`	Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver. ICASSP Zeren Zhang, Jo-Ku Cheng, Jingyang Deng, Lu Tian, Jinwen Ma, Ziran Qin, Xiaokai Zhang, Na Zhu, Tuo Leng
2025	Misc	`conf`	Enhancing Large Language Models on Domain-specific Tasks: A Novel Training Strategy via Domain Adaptation and Preference Alignment. ICASSP Jingyang Deng, Zeren Zhang, Jo-Ku Cheng, Jinwen Ma
2025	—	`conf`	FB-SAM: An Effective Learning Framework for First Break Picking Based on the SAM Model with Limited Data. ICIC (21) Zhongyang Wen, Jinwen Ma
2025	A*	`conf`	GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions. ACM Multimedia Jo-Ku Cheng, Zeren Zhang, Ran Chen, Jingyang Deng, Ziran Qin, Jinwen Ma
2025	J	`jnl`	GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions. CoRR Jo-Ku Cheng, Zeren Zhang, Ran Chen, Jingyang Deng, Ziran Qin, Jinwen Ma
2025	J	`jnl`	HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization. CoRR Zhijian Zhuo, Yutao Zeng, Ya Wang, Sijun Zhang, Jian Yang, Xiaoqing Li, Xun Zhou, Jinwen Ma
2025	A*	`conf`	Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models. ICLR Zhijian Zhuo, Ya Wang, Yutao Zeng, Xiaoqing Li, Xun Zhou, Jinwen Ma
2025	A	`conf`	Reframing Multimodal Complex Document Layout Understanding: A Layout-Aware Multi-Source Reasoning Decision Framework. ECAI Ran Chen, Yuyang Zhou, Jingyang Deng, Zeren Zhang, Xuefei Tong, Jinwen Ma, Qinghui Shi, Qian Xu, Yuanjun Li
2025	J	`jnl`	SOAEsV2-7B/72B: Full-Pipeline Optimization for State-Owned Enterprise LLMs via Continual Pre-Training, Domain-Progressive SFT and Distillation-Enhanced Speculative Decoding. CoRR Jingyang Deng, Ran Chen, Jo-Ku Cheng, Jinwen Ma
2025	J	`jnl`	Split-and-merge model selection of mixtures of Gaussian processes with RJMCMC. Pattern Recognit. Zhe Qiang, Jinwen Ma, Di Wu
2025	Misc	`conf`	SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space. ICASSP Zeren Zhang, Haibo Qin, Jiayu Huang, Jo-Ku Cheng, Yixin Li, Hui Lin, Yitao Duan, Jinwen Ma
2025	A	`conf`	TopSUMseg: A Topology-Aware Swin Transformer-Mamba Framework for 3D Seismic Fault Image Segmentation. ECAI Ran Chen, Jingyang Deng, Zeren Zhang, Ruohua Shi, Jinwen Ma
2024	—	`conf`	A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis. ICIC (6) Ran Chen, Jo-Ku Cheng, Jinwen Ma
2024	J	`jnl`	Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. ACM Trans. Knowl. Discov. Data Xiao Luo, Daqing Wu, Yiyang Gu, Chong Chen, Luchen Liu, Jinwen Ma, Ming Zhang, Minghua Deng, Jianqiang Huang, Xian-Sheng Hua
2024	—	`conf`	DefenseVGAE: Defending Against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. ICIC (4) Ao Zhang, Jinwen Ma
2024	J	`jnl`	Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver. CoRR Zeren Zhang, Jo-Ku Cheng, Jingyang Deng, Lu Tian, Jinwen Ma, Ziran Qin, Xiaokai Zhang, Na Zhu, Tuo Leng
2024	C	`conf`	Difference-Enhanced Learning of the Deep Semantic Segmentation Networks for First Break Picking. ICIS Zhongyang Wen, Jinwen Ma
2024	A	`conf`	FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding. ECAI Jingyang Deng, Zhengyang Shen, Boyang Wang, Lixin Su, Suqi Cheng, Ying Nie, Junfeng Wang, Dawei Yin, Jinwen Ma
2024	J	`jnl`	FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding. CoRR Jingyang Deng, Zhengyang Shen, Boyang Wang, Lixin Su, Suqi Cheng, Ying Nie, Junfeng Wang, Dawei Yin, Jinwen Ma
2024	A*	`conf`	Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries. IJCAI Jingyang Deng, Xingjian Li, Haoyi Xiong, Xiaoguang Hu, Jinwen Ma
2024	C	`conf`	Graph Neural Networks (with Proper Weights) Can Escape Oversmoothing. ACML Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang
2024	J	`jnl`	Improving Seismic Fault Recognition with Self-Supervised Pre-Training: A Study of 3D Transformer-Based with Multi-Scale Decoding and Fusion. Remote. Sens. Zeren Zhang, Ran Chen, Jinwen Ma
2024	—	`conf`	Neural Collapse Inspired Regularization for Deep Graph Neural Networks. ICONIP (2) Zhijian Zhuo, Jinwen Ma
2024	J	`jnl`	Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models. CoRR Zhijian Zhuo, Ya Wang, Yutao Zeng, Xiaoqing Li, Xun Zhou, Jinwen Ma
2024	J	`jnl`	Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection. CoRR Ran Chen, Zeren Zhang, Jinwen Ma
2024	J	`jnl`	SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space. CoRR Zeren Zhang, Haibo Qin, Jiayu Huang, Yixin Li, Hui Lin, Yitao Duan, Jinwen Ma
2024	C	`conf`	Twin Bounded Least Squares Support Vector Regression. ICIS Ran Chen, Muhan Liu, Jinwen Ma
2023	J	`jnl`	A variational hardcut EM algorithm for the mixtures of Gaussian processes. Sci. China Inf. Sci. Tao Li, Jinwen Ma
2023	—	`conf`	Automatic Model Selection Algorithm Based on BYY Harmony Learning for Mixture of Gaussian Process Functional Regressions Models. ICIC (4) Xiangyang Guo, Tao Hong, Jinwen Ma
2023	—	`conf`	Automatic Text Extractive Summarization Based on Text Graph Representation and Attention Matrix. ICIC (4) Yuan-Ching Lin, Jinwen Ma
2023	—	`conf`	CMMix: Cross-Modal Mix Augmentation Between Images and Texts for Visual Grounding. ICONIP (12) Tao Hong, Ya Wang, Xingwu Sun, Xiaoqing Li, Jinwen Ma
2023	J	`jnl`	Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm. Pattern Recognit. Tao Li, Jinwen Ma
2023	J	`jnl`	Fine-grained image retrieval by combining attention mechanism and context information. Neural Comput. Appl. Xiaoqing Li, Jinwen Ma
2023	A	`conf`	GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation. ICME Tao Hong, Ya Wang, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Jinwen Ma
2023	A	`conf`	Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond. WACV Jie An, Tao Li, Hao-Zhi Huang, Jinwen Ma, Jiebo Luo
2023	—	`conf`	One-Dimensional Feature Supervision Network for Object Detection. ICIC (5) Longchao Shen, Yongsheng Dong, Yuanhua Pei, Haotian Yang, Lintao Zheng, Jinwen Ma
2023	—	`conf`	Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs. ECML/PKDD (5) Zeren Zhang, Xingjian Li, Tao Hong, Tianyang Wang, Jinwen Ma, Haoyi Xiong, Cheng-Zhong Xu
2023	Misc	`conf`	PCSalmix: Gradient Saliency-Based Mix Augmentation for Point Cloud Classification. ICASSP Tao Hong, Zeren Zhang, Jinwen Ma
2023	J	`jnl`	Self-Attention-Based Deep Convolution LSTM Framework for Sensor-Based Badminton Activity Recognition. Sensors Jingyang Deng, Shuyi Zhang, Jinwen Ma
2023	A*	`conf`	Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. ICLR Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang
2023	J	`jnl`	Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. CoRR Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang
2023	—	`conf`	UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing. ICIC (5) Zhitao Liu, Tao Hong, Jinwen Ma
2022	B	`conf`	Adaptive Harmony Learning and Optimization for Attributed Graph Clustering. IJCNN Daqing Wu, Xiangyang Guo, Xiao Luo, Ziyue Qiao, Jinwen Ma
2022	J	`jnl`	Attention Mechanism Based Mixture of Gaussian Processes. Pattern Recognit. Lett. Tao Li, Jinwen Ma
2022	J	`jnl`	Automated identification of human gastrointestinal tract abnormalities based on deep convolutional neural network with endoscopic images. Intell. Syst. Appl. Imran Iqbal, Khuram Walayat, Mohib Ullah Kakar, Jinwen Ma
2022	J	`jnl`	Distributed search and fusion for wine label image retrieval. PeerJ Comput. Sci. Xiaoqing Li, Jinwen Ma
2022	—	`conf`	Federated Sparse Gaussian Processes. ICIC (3) Xiangyang Guo, Daqing Wu, Jinwen Ma
2022	J	`jnl`	On theoretical justification of the forward-backward algorithm for the variational learning of Bayesian hidden Markov models. IET Signal Process. Tao Li, Jinwen Ma
2022	A*	`conf`	PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. ICML Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin
2022	J	`jnl`	PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. CoRR Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin
2022	—	`conf`	SG-Net: Semantic Guided Network for Image Dehazing. ACCV (3) Tao Hong, Xiangyang Guo, Zeren Zhang, Jinwen Ma
2021	B	`conf`	ARGO: Modeling Heterogeneity in E-commerce Recommendation. IJCNN Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma
2021	J	`jnl`	ARGO: Modeling Heterogeneity in E-commerce Recommendation. CoRR Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma
2021	J	`jnl`	Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images. Comput. Medical Imaging Graph. Imran Iqbal, Muhammad Younus, Khuram Walayat, Mohib Ullah Kakar, Jinwen Ma
2021	—	`conf`	Average Mean Functions Based EM Algorithm for Mixtures of Gaussian Processes. ICONIP (5) Tao Li, Xiao Luo, Jinwen Ma
2021	A*	`conf`	CIMON: Towards High-quality Hash Codes. IJCAI Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua
2021	J	`jnl`	Compact Interchannel Sampling Difference Descriptor for Color Texture Classification. IEEE Trans. Circuits Syst. Video Technol. Yongsheng Dong, Mingxin Jin, Xuelong Li, Jinwen Ma, Zhonghua Liu, Lin Wang, Lintao Zheng
2021	A*	`conf`	Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation. ICDM Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Pengfei Wang, Minghua Deng, Jinwen Ma
2021	—	`conf`	Concordant Contrastive Learning for Semi-supervised Node Classification on Graph. ICONIP (1) Daqing Wu, Xiao Luo, Xiangyang Guo, Chong Chen, Minghua Deng, Jinwen Ma
2021	A*	`conf`	Continual Learning by Using Information of Each Class Holistically. AAAI Wenpeng Hu, Qi Qin, Mengyu Wang, Jinwen Ma, Bing Liu
2021	J	`jnl`	Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. CoRR Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng, Chen Shen, Jianqiang Huang, Xian-Sheng Hua
2021	—	`conf`	Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English. ICIC (1) Yajun Zou, Jinwen Ma
2021	A	`conf`	Deep Unsupervised Hashing by Distilled Smooth Guidance. ICME Xiao Luo, Zeyu Ma, Daqing Wu, Huasong Zhong, Chong Chen, Jinwen Ma, Minghua Deng
2021	J	`jnl`	Deep Unsupervised Hashing by Distilled Smooth Guidance. CoRR Xiao Luo, Zeyu Ma, Daqing Wu, Huasong Zhong, Chong Chen, Jinwen Ma, Minghua Deng
2021	A	`conf`	Deep Unsupervised Hashing by Global and Local Consistency. ICME Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng
2021	—	`conf`	Label Similarity Based Graph Network for Badminton Activity Recognition. ICIC (1) Ya Wang, Guowen Pan, Jinwen Ma, Xiangchen Li, Albert Zhong
2021	J	`jnl`	Mixture of robust Gaussian processes and its hard-cut EM algorithm with variational bounding approximation. Neurocomputing Tao Li, Di Wu, Jinwen Ma
2021	—	`conf`	NSF-Based Mixture of Gaussian Processes and Its Variational EM Algorithm. ICONIP (5) Xiangyang Guo, Daqing Wu, Tao Hong, Jinwen Ma
2021	—	`conf`	Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction. ICIC (1) Xiaoyan Li, Jinwen Ma
2021	J	`jnl`	On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention. CoRR Yuan-Ching Lin, Jinwen Ma
2021	J	`jnl`	PDO-eS CoRR Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma
2021	A*	`conf`	PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. AAAI Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma
2021	A*	`conf`	Predictive Adversarial Learning from Positive and Unlabeled Data. AAAI Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan
2021	J	`jnl`	Recent developments of content-based image retrieval (CBIR). Neurocomputing Xiaoqing Li, Jiansheng Yang, Jinwen Ma
2021	—	`conf`	STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference. ICIC (2) Tao Hong, Yajun Zou, Jinwen Ma
2021	—	`conf`	Variational EM Algorithm for Student-${\varvec{t}} $ Mixtures of Gaussian Processes. ICIC (2) Xiangyang Guo, Xiaoyan Li, Jinwen Ma
2020	J	`jnl`	Deep learning-based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning. IET Image Process. Imran Iqbal, Ghazala Shahzad, Nida Rafiq, Ghulam Mustafa, Jinwen Ma
2020	J	`jnl`	DefenseVGAE: Defending against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. CoRR Ao Zhang, Jinwen Ma
2020	—	`conf`	Functional Data Clustering Analysis via the Learning of Gaussian Processes with Wasserstein Distance. ICONIP (2) Tao Li, Jinwen Ma
2020	A*	`conf`	HRN: A Holistic Approach to One Class Learning. NeurIPS Wenpeng Hu, Mengyu Wang, Qi Qin, Jinwen Ma, Bing Liu
2020	J	`jnl`	Large Scale Category-Structured Image Retrieval for Object Identification Through Supervised Learning of CNN and SURF-Based Matching. IEEE Access Xiaoqing Li, Jiansheng Yang, Jinwen Ma
2020	A*	`conf`	Multi-Label Classification with Label Graph Superimposing. AAAI Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen
2020	A*	`conf`	PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. ICML Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma
2020	J	`jnl`	PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. CoRR Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma
2020	J	`jnl`	Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning. CoRR Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo
2020	—	`conf`	Simultaneous Inpainting and Colorization via Tensor Completion. ICONIP (1) Tao Li, Jinwen Ma
2020	B	`conf`	T-SVD Based Non-convex Tensor Completion and Robust Principal Component Analysis. ICPR Tao Li, Jinwen Ma
2020	B	`conf`	Transformation of Dense and Sparse Text Representations. COLING Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao
2020	B	`conf`	Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. COLING Wenpeng Hu, Ran Le, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan
2019	J	`jnl`	An effective EM algorithm for mixtures of Gaussian processes via the MCMC sampling and approximation. Neurocomputing Di Wu, Jinwen Ma
2019	—	`conf`	Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data. ICIC (1) Ya Wang, Weichuang Fang, Jinwen Ma, Xiangchen Li, Albert Zhong
2019	—	`conf`	Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks. ICIC (1) Jie An, Jingfeng Wu, Jinwen Ma
2019	—	`conf`	CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval. ICIC (1) Xiaoqing Li, Jiansheng Yang, Jinwen Ma
2019	B	`conf`	Convolutional Neural Network based Eye Recognition from Distantly Acquired Face Images for Human Identification. IJCNN Kazi Shah Nawaz Ripon, Lasker Ershad Ali, Nazmul H. Siddique, Jinwen Ma
2019	—	`conf`	Exploiting Cluster Structure in Probabilistic Matrix Factorization. ICONIP (5) Tao Li, Jinwen Ma
2019	J	`jnl`	Fast Universal Style Transfer for Artistic and Photorealistic Rendering. CoRR Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma
2019	A*	`conf`	GSN: A Graph-Structured Network for Multi-Party Dialogues. IJCAI Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan
2019	J	`jnl`	GSN: A Graph-Structured Network for Multi-Party Dialogues. CoRR Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan
2019	J	`jnl`	Multi-Label Classification with Label Graph Superimposing. CoRR Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen
2019	J	`jnl`	Non-convex Penalty for Tensor Completion and Robust PCA. CoRR Tao Li, Jinwen Ma
2019	—	`conf`	Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. ICLR (Poster) Wenpeng Hu, Zhou Lin, Bing Liu, Chongyang Tao, Zhengwei Tao, Jinwen Ma, Dongyan Zhao, Rui Yan
2019	—	`conf`	Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search. ICIC (1) Md. Azizur Rahman, Jinwen Ma
2019	A	`conf`	Spatial-Aware Non-Local Attention for Fashion Landmark Detection. ICME Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma
2019	J	`jnl`	Spatial-Aware Non-Local Attention for Fashion Landmark Detection. CoRR Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma
2019	J	`jnl`	StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks. CoRR Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan
2019	—	`conf`	Swarm Intelligence Based Ensemble Learning of Deep Neural Networks. ICONIP (4) Tao Li, Jinwen Ma
2019	A*	`conf`	Tangent-Normal Adversarial Regularization for Semi-Supervised Learning. CVPR Bing Yu, Jingfeng Wu, Jinwen Ma, Zhanxing Zhu
2019	A*	`conf`	The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects. ICML Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma
2019	J	`jnl`	Transformation of Dense and Sparse Text Representations. CoRR Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Haiqing Chen, Dongyan Zhao, Jinwen Ma, Rui Yan
2018	C	`conf`	A Specialized Probability Density Function for the Input of Mixture of Gaussian Processes. ICIS Longbo Zhao, Jinwen Ma
2018	J	`jnl`	A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm. IEEE Trans. Neural Networks Learn. Syst. Di Wu, Jinwen Ma
2018	—	`conf`	Aspect-based Question Generation. ICLR (Workshop) Wenpeng Hu, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan
2018	C	`conf`	Automatic Fault Detection for 2D Seismic Data Based on the Seismic Coherence of Mutative Scale Analysis Window. ICIS Wenli Zheng, Jinwen Ma
2018	—	`conf`	Bayesian Probit Model with L ICIC (1) Tao Li, Jinwen Ma
2018	—	`conf`	DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. ICLR (Workshop) Taihong Xiao, Jiapeng Hong, Jinwen Ma
2018	—	`conf`	DeepLayout: A Semantic Segmentation Approach to Page Layout Analysis. ICIC (3) Yixin Li, Yajun Zou, Jinwen Ma
2018	—	`conf`	ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. ECCV (10) Taihong Xiao, Jiapeng Hong, Jinwen Ma
2018	J	`jnl`	ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. CoRR Taihong Xiao, Jiapeng Hong, Jinwen Ma
2018	C	`conf`	Model Selection Prediction for the Mixture of Gaussian Processes with RJMCMC. ICIS Zhe Qiang, Jinwen Ma
2018	C	`conf`	Probe Machine Based Consecutive Route Filtering Approach to Symmetric Travelling Salesman Problem. ICIS Md. Azizur Rahman, Jinwen Ma
2018	C	`conf`	Related Text Discovery Through Consecutive Filtering and Supervised Learning. ICIS Daqing Wu, Jinwen Ma
2018	J	`jnl`	The Regularization Effects of Anisotropic Noise in Stochastic Gradient Descent. CoRR Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma
2017	—	`conf`	A Multi-objective Evolutionary Algorithm for Color Image Segmentation. MIKE Kazi Shah Nawaz Ripon, Lasker Ershad Ali, Sarfaraz Newaz, Jinwen Ma
2017	—	`conf`	A Unified Deep Neural Network for Scene Text Detection. ICIC (1) Yixin Li, Jinwen Ma
2017	—	`conf`	An Integrated Learning Framework for Pedestrian Tracking. ICIC (3) Taihong Xiao, Jinwen Ma
2017	—	`conf`	CNN-LSTM Neural Network Model for Quantitative Strategy Analysis in Stock Markets. ICONIP (2) Shuanglong Liu, Chao Zhang, Jinwen Ma
2017	J	`jnl`	DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. CoRR Taihong Xiao, Jiapeng Hong, Jinwen Ma
2017	—	`conf`	Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features. ICIC (1) Lasker Ershad Ali, Junfeng Luo, Jinwen Ma
2017	—	`conf`	End-to-End Scene Text Recognition with Character Centroid Prediction. ICONIP (3) Wei Zhao, Jinwen Ma
2017	—	`conf`	Quantile Kurtosis in ICA and Integrated Feature Extraction for Classification. ICIC (1) Md. Shamim Reza, Jinwen Ma
2016	—	`conf`	A DAEM Algorithm for Mixtures of Gaussian Process Functional Regressions. ICIC (3) Di Wu, Jinwen Ma
2016	J	`jnl`	BYY harmony learning of t-mixtures with the application to image segmentation based on contourlet texture features. Neurocomputing Yunsheng Jiang, Chenglin Liu, Jinwen Ma
2016	—	`conf`	Stacked Auto-Encoders for Feature Extraction with Neural Networks. BIC-TA (1) Shuanglong Liu, Chao Zhang, Jinwen Ma
2016	—	`conf`	Stock Price Prediction Through the Mixture of Gaussian Processes via the Precise Hard-cut EM Algorithm. ICIC (3) Shuanglong Liu, Jinwen Ma
2015	J	`jnl`	Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering. Neurocomputing Xu Chen, Yanqiao Zhu, Fuhai Li, Zeyi Zheng, Eric C. Chang, Jinwen Ma, Stephen T. C. Wong
2015	C	`conf`	An Effective Model Selection Criterion for Mixtures of Gaussian Processes. ISNN Longbo Zhao, Ziyi Chen, Jinwen Ma
2015	C	`conf`	An MCMC Based EM Algorithm for Mixtures of Gaussian Processes. ISNN Di Wu, Ziyi Chen, Jinwen Ma
2015	C	`conf`	Automatic Model Selection of the Mixtures of Gaussian Processes for Regression. ISNN Zhe Qiang, Jinwen Ma
2015	J	`jnl`	BYY harmony learning of log-normal mixtures with automated model selection. Neurocomputing Wenli Zheng, Zhijie Ren, Yifan Zhou, Jinwen Ma
2015	A*	`conf`	Combination features and models for human detection. CVPR Yunsheng Jiang, Jinwen Ma
2015	J	`jnl`	DMMs-Based Multiple Features Fusion for Human Action Recognition. Int. J. Multim. Data Eng. Manag. Mohammad Farhad Bulbul, Yunsheng Jiang, Jinwen Ma
2015	—	`conf`	Human Action Recognition Based on DMMs, HOGs and Contourlet Transform. BigMM Mohammad Farhad Bulbul, Yunsheng Jiang, Jinwen Ma
2015	B	`conf`	Image segmentation with the competitive learning based MS model. ICIP Junfeng Luo, Jinwen Ma
2015	B	`conf`	Modularity Dominated Density Based Merging Search for Community Discovery. SMC Zhongyu Wang, Jinwen Ma
2015	—	`conf`	Real-Time Human Action Recognition Using DMMs-Based LBP and EOH Features. ICIC (1) Mohammad Farhad Bulbul, Yunsheng Jiang, Jinwen Ma
2015	J	`jnl`	Texture Classification and Retrieval Using Shearlets and Linear Regression. IEEE Trans. Cybern. Yongsheng Dong, Dacheng Tao, Xuelong Li, Jinwen Ma, Jiexin Pu
2015	—	`conf`	The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes. ICIC (3) Ziyi Chen, Jinwen Ma
2014	—	`conf`	A Precise Hard-Cut EM Algorithm for Mixtures of Gaussian Processes. ICIC (2) Ziyi Chen, Jinwen Ma, Yatong Zhou
2014	—	`conf`	Automatic Non-negative Matrix Factorization Clustering with Competitive Sparseness Constraints. ICIC (2) Chenglin Liu, Jinwen Ma
2014	C	`conf`	Diagonal Log-Normal Generalized RBF Neural Network for Stock Price Prediction. ISNN Wenli Zheng, Jinwen Ma
2014	J	`jnl`	DrugComboRanker: drug combination discovery based on target network analysis. Bioinform. Lei Huang, Fuhai Li, Jianting Sheng, Xiaofeng Xia, Jinwen Ma, Ming Zhan, Stephen T. C. Wong
2014	B	`conf`	Dynamically regularized harmony learning of Gaussian mixtures. SMC Hongyan Wang, Jinwen Ma
2014	C	`conf`	Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding. ISNN Yunsheng Jiang, Jinwen Ma
2014	C	`conf`	Kernel Parameter Optimization for KFDA Based on the Maximum Margin Criterion. ISNN Yue Zhao, Jinwen Ma
2014	—	`conf`	Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures. ICIC (1) Chenglin Liu, Jinwen Ma
2013	J	`jnl`	A 3D multiscale model of cancer stem cell in tumor development. BMC Syst. Biol. Fuhai Li, Hua Tan, Jaykrishna Singh, Jian Yang, Xiaofeng Xia, Jiguang Bao, Jinwen Ma, Ming Zhan, Stephen T. C. Wong
2013	—	`conf`	A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells. ISNN (2) Xu Chen, Yanqiao Zhu, Fuhai Li, Zeyi Zheng, Eric Chang, Jinwen Ma, Stephen T. C. Wong
2013	—	`conf`	Automated Model Selection and Parameter Estimation of Log-Normal Mixtures via BYY Harmony Learning. ICIC (3) Yifan Zhou, Zhijie Ren, Jinwen Ma
2013	J	`jnl`	Feature extraction through contourlet subband clustering for texture classification. Neurocomputing Yongsheng Dong, Jinwen Ma
2013	J	`jnl`	FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq. BMC Bioinform. Chenglin Liu, Jinwen Ma, Chung-Che Jeff Chang, Xiaobo Zhou
2013	—	`conf`	Kernel k'-means Algorithm for Clustering Analysis. ICIC (2) Yue Zhao, Shuyi Zhang, Jinwen Ma
2013	—	`conf`	Local Fisher Discriminant Analysis with Locally Linear Embedding Affinity Matrix. ISNN (1) Yue Zhao, Jinwen Ma
2013	—	`conf`	Novel training and comparison method for blood detection in wireless capsule endoscopy images. ISMICT Jinwen Ma, Tammam Tillo, Bailing Zhang, Zhao Wang, Eng Gee Lim
2013	—	`conf`	Two-Phase Image Segmentation with the Competitive Learning Based Chan-Vese (CLCV) Model. ICIC (1) Yanqiao Zhu, Anhui Wang, Jinwen Ma
2012	—	`conf`	A 3-dimentional multiscale model to simulate tumor progression in response to interactions between cancer stem cells and tumor microenvironmental factors. ISB Hua Tan, Fuhai Li, Jaykrishna Singh, Xiaofeng Xia, Derek Cridebring, Jian Yang, Ming Zhan, Stephen T. C. Wong, Jiguang Bao, Jinwen Ma
2012	—	`conf`	An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence. ISNN (2) Yongsheng Dong, Jinwen Ma
2012	J	`jnl`	Bayesian Texture Classification Based on Contourlet Transform and BYY Harmony Learning of Poisson Mixtures. IEEE Trans. Image Process. Yongsheng Dong, Jinwen Ma
2012	—	`conf`	Statistical Contourlet Subband Characterization for Texture Image Retrieval. ICIC (2) Yongsheng Dong, Jinwen Ma
2011	—	`conf`	A Fixed-Point EM Algorithm for Straight Line Detection. ISNN (2) Chonglun Fang, Jinwen Ma
2011	—	`conf`	An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes. ISNN (2) Yan Yang, Jinwen Ma
2011	J	`jnl`	Asymptotic Convergence Properties of the EM Algorithm for Mixture of Experts. Neural Comput. Yan Yang, Jinwen Ma
2011	—	`conf`	Contourlet-Based Texture Classification with Product Bernoulli Distributions. ISNN (2) Yongsheng Dong, Jinwen Ma
2011	—	`conf`	Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment. BIBM Yanqiao Zhu, Fuhai Li, Derek Cridebring, Jinwen Ma, Stephen T. C. Wong, Tegy J. Vadakkan, Mei Zhang, John Landua, Wei Wei, Mary E. Dickinson, Jeffrey M. Rosen, Michael T. Lewis
2011	J	`jnl`	Fifth-order iterative method for finding multiple roots of nonlinear equations. Numer. Algorithms Xiaowu Li, Chunlai Mu, Jinwen Ma, Linke Hou
2011	—	`conf`	Simultaneous Model Selection and Feature Selection via BYY Harmony Learning. ISNN (2) Hongyan Wang, Jinwen Ma
2011	—	`conf`	Texture Classification Based on Contourlet Subband Clustering. ICIC (2) Yongsheng Dong, Jinwen Ma
2011	J	`jnl`	Wavelet-Based Image Texture Classification Using Local Energy Histograms. IEEE Signal Process. Lett. Yongsheng Dong, Jinwen Ma
2010	—	`conf`	A Stage by Stage Pruning Algorithm for Detecting the Number of Clusters in a Dataset. ICIC (1) Yanqiao Zhu, Jinwen Ma
2010	—	`conf`	An Efficient Pairwise Kurtosis Optimization Algorithm for Independent Component Analysis. ICIC (3) Fei Ge, Jinwen Ma
2010	—	`conf`	Density Based Merging Search of Functional Modules in Protein-Protein Interaction (PPI) Networks. ICIC (1) Wei Wang, Jinwen Ma
2010	J	`jnl`	Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. IEEE Trans. Medical Imaging Fuhai Li, Xiaobo Zhou, Jinwen Ma, Stephen T. C. Wong
2010	J	`jnl`	Sixteenth-order method for nonlinear equations. Appl. Math. Comput. Xiaowu Li, Chunlai Mu, Jinwen Ma, Chan Wang
2010	J	`jnl`	Spurious Solution of the Maximum Likelihood Approach to ICA. IEEE Signal Process. Lett. Fei Ge, Jinwen Ma
2009	—	`conf`	A Kurtosis and Skewness Based Criterion for Model Selection on Gaussian Mixture. BMEI Lin Wang, Jinwen Ma
2009	—	`conf`	A Novel k'-Means Algorithm for Clustering Analysis. BMEI Chonglun Fang, Jinwen Ma
2009	—	`conf`	A Single Loop EM Algorithm for the Mixture of Experts Architecture. ISNN (2) Yan Yang, Jinwen Ma
2009	J	`jnl`	Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning. Pattern Recognit. Jinwen Ma, Jianfeng Liu, Zhijie Ren
2008	—	`conf`	A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning. ISNN (1) Lei Li, Jinwen Ma
2008	J	`jnl`	A BYY scale-incremental EM algorithm for Gaussian mixture learning. Appl. Math. Comput. Lei Li, Jinwen Ma
2008	—	`conf`	A Gradient BYY Harmony Learning Algorithm for Straight Line Detection. ISNN (1) Gang Chen, Lei Li, Jinwen Ma
2008	J	`jnl`	A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selection. Pattern Recognit. Lett. Jinwen Ma, Xuefeng He
2008	J	`jnl`	ADSRPCL-SVM Approach to Informative Gene Analysis. Genom. Proteom. Bioinform. Wei Xiong, Zhibin Cai, Jinwen Ma
2008	—	`conf`	Analysis of the Kurtosis-Sum Objective Function for ICA. ISNN (1) Fei Ge, Jinwen Ma
2008	—	`conf`	Automatic Straight Line Detection through Fixed-Point BYY Harmony Learning. ICIC (1) Jinwen Ma, Lei Li
2008	—	`conf`	BYY Harmony Learning on Weibull Mixture with Automated Model Selection. ISNN (1) Zhijie Ren, Jinwen Ma
2008	—	`conf`	The Competitive EM Algorithm for Gaussian Mixtures with BYY Harmony Criterion. ICIC (1) Hengyu Wang, Lei Li, Jinwen Ma
2008	J	`jnl`	Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals. Neuroinformatics Fuhai Li, Xiaobo Zhou, Jinmin Zhu, Weiming Xia, Jinwen Ma, Stephen T. C. Wong
2007	—	`conf`	An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection. ICIC (1) Jianfeng Liu, Jinwen Ma
2007	—	`conf`	Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms. ISNN (1) Kai Huang, Le Wang, Jinwen Ma
2007	—	`conf`	Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis. ISNN (1) Liangliang Wang, Jinwen Ma
2007	A*	`conf`	Query topic detection for reformulation. WWW Xuefeng He, Jun Yan, Jinwen Ma, Ning Liu, Zheng Chen
2007	J	`jnl`	The BYY annealing learning algorithm for Gaussian mixture with automated model selection. Pattern Recognit. Jinwen Ma, Jianfeng Liu
2006	—	`conf`	A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection. ISNN (1) Zhiwu Lu, Jinwen Ma
2006	—	`conf`	A One-Bit-Matching Learning Algorithm for Independent Component Analysis. ICA Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari
2006	J	`jnl`	A cost-function approach to rival penalized competitive learning (RPCL). IEEE Trans. Syst. Man Cybern. Part B Jinwen Ma, Taijun Wang
2006	—	`conf`	Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. ICA Jinwen Ma, Zhe Chen, Shun-ichi Amari
2006	B	`conf`	Automated Model Selection (AMS) on Finite Mixtures: A Theoretical Analysis. IJCNN Jinwen Ma
2006	J	`jnl`	BYY Harmony Learning on Finite Mixture: Adaptive Gradient Implementation and A Floating RPCL Mechanism. Neural Process. Lett. Jinwen Ma, Le Wang
2006	B	`conf`	Contrast Functions for Non-circular and Circular Sources Separation in Complex-Valued ICA. IJCNN Zhe Chen, Jinwen Ma
2006	—	`conf`	The Mahalanobis Distance Based Rival Penalized Competitive Learning Algorithm. ISNN (1) Jinwen Ma, Bin Cao
2005	C	`conf`	A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. IDEAL Jinwen Ma, Qi-Cai He
2005	J	`jnl`	A Further Result on the ICA One-Bit-Matching Conjecture. Neural Comput. Jinwen Ma, Zhiyong Liu, Lei Xu
2005	C	`conf`	A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. IDEAL Zhiwu Lu, QianSheng Cheng, Jinwen Ma
2005	C	`conf`	A Multi-population chi IDEAL Jun Luo, Jinwen Ma
2005	—	`conf`	A Step by Step Optimization Approach to Independent Component Analysis. ISNN (1) Dengpan Gao, Jinwen Ma, QianSheng Cheng
2005	—	`conf`	An Information Criterion for Informative Gene Selection. ISNN (3) Fei Ge, Jinwen Ma
2005	J	`jnl`	An alternative switching criterion for independent component analysis (ICA). Neurocomputing Dengpan Gao, Jinwen Ma, QianSheng Cheng
2005	J	`jnl`	Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture. Neurocomputing Jinwen Ma, Lei Xu
2005	J	`jnl`	Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection. Int. J. Pattern Recognit. Artif. Intell. Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng
2005	—	`conf`	MFCC and SVM Based Recognition of Chinese Vowels. CIS (2) Fuhai Li, Jinwen Ma, Dezhi Huang
2005	—	`conf`	Non-parametric Statistical Tests for Informative Gene Selection. ISNN (3) Jinwen Ma, Fuhai Li, Jianfeng Liu
2005	J	`jnl`	On the correct convergence of the EM algorithm for Gaussian mixtures. Pattern Recognit. Jinwen Ma, Shuqun Fu
2005	—	`conf`	Two Adaptive Matching Learning Algorithms for Independent Component Analysis. CIS (1) Jinwen Ma, Fei Ge, Dengpan Gao
2004	J	`jnl`	A gradient BYY harmony learning rule on Gaussian mixture with automated model selection. Neurocomputing Jinwen Ma, Taijun Wang, Lei Xu
2004	A*	`conf`	A rank sum test method for informative gene discovery. KDD Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee
2004	J	`jnl`	Entropy Penalized Automated Model Selection On Gaussian Mixture. Int. J. Pattern Recognit. Artif. Intell. Jinwen Ma, Taijun Wang
2004	J	`jnl`	Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network. Neural Process. Lett. Jianwei Wu, Jinwen Ma, QianSheng Cheng
2004	A*	`conf`	Learning to cluster web search results. SIGIR Hua-Jun Zeng, Qi-Cai He, Zheng Chen, Wei-Ying Ma, Jinwen Ma
2004	C	`conf`	Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition. IDEAL Jinwen Ma, Zhiyong Liu, Lei Xu
2004	J	`jnl`	The capacity of time-delay recurrent neural network for storing spatio-temporal sequences. Neurocomputing Jinwen Ma
2004	C	`conf`	Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. IDEAL Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng
2003	J	`jnl`	A Hybrid Neural Network of Addressable and Content-Addressable Memory. Int. J. Neural Syst. Jinwen Ma
2003	J	`jnl`	MMSE-based groupwise successive interference cancellation scheme for multirate CDMA systems. Int. J. Satell. Commun. Netw. Jinwen Ma, Hongya Ge
2003	J	`jnl`	Space-Time Receiver for Multi-Rate CDMA Systems: Multi-Code and Variable Spreading Length Access Methods Comparison. Wirel. Pers. Commun. Jinwen Ma, Hongya Ge
2001	J	`jnl`	A Neural Network Approach to Real-Time Pattern Recognition. Int. J. Pattern Recognit. Artif. Intell. Jinwen Ma
2001	J	`jnl`	Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures. Neural Comput. Jinwen Ma, Lei Xu, Michael I. Jordan
2000	—	`conf`	Groupwise Successive Interference Cancellation for Multirate CDMA Based on MMSE Criterion. ICC (2) Jinwen Ma, Hongya Ge
1999	J	`jnl`	The Object Perceptron Learning Algorithm on Generalised Hopfield Networks for Associative Memory. Neural Comput. Appl. Jinwen Ma
1999	J	`jnl`	The asymptotic memory capacity of the generalized Hopfield network. Neural Networks Jinwen Ma
1998	B	`conf`	Modified multi-rate detection for frequency selective Rayleigh fading CDMA channels. PIMRC Jinwen Ma, Hongya Ge
1998	—	`conf`	Multi-rate LMMSE detectors for asynchronous multi-rate CDMA systems. ICC Hongya Ge, Jinwen Ma
1998	B	`conf`	The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm. ICONIP Jinwen Ma, Lei Xu
1998	B	`conf`	The Memory Capacity of Recurrent Neural Networks for Storing Spatio-Temporal Sequences. ICONIP Jinwen Ma
1997	J	`jnl`	Simplex Memory Neural Networks. Neural Networks Jinwen Ma
1997	J	`jnl`	The Stability of the Generalized Hopfield Networks in Randomly Asynchronous Mode. Neural Networks Jinwen Ma