Jian Chen

According to our database, Jian Chen authored at least 91 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Lightweight Super-Resolution With Dual Regression Learning.

Yong Guo, Mingkui Tan, Zeshuai Deng, Jingdong Wang, Qi Chen, Jiezhang Cao, Yanwu Xu, Jian Chen

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Zero-Shot Single-View Point Cloud Reconstruction via Cross-Category Knowledge Transferring.

Lvlong Lai, Jian Chen, Qingyao Wu

IEEE Trans. Multim., 2024

CMNet: Component-Aware Matching Network for Few-Shot Point Cloud Classification.

Lvlong Lai, Jian Chen, Guosheng Lin, Qingyao Wu

IEEE Trans. Multim., 2024

Enhanced Long-Tailed Recognition With Contrastive CutMix Augmentation.

Haolin Pan, Yong Guo, Mianjie Yu, Jian Chen

IEEE Trans. Image Process., 2024

Boosting semi-supervised learning with Contrastive Complementary Labeling.

Qinyi Deng, Yong Guo, Zhibang Yang, Haolin Pan, Jian Chen

Neural Networks, 2024

Enhancing the Performance of Bandit-based Hyperparameter Optimization.

Yile Chen, Zeyi Wen, Jian Chen, Jin Huang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Efficient Decomposition Selection for Multi-class Classification.

Yawen Chen, Zeyi Wen, Bingsheng He, Jian Chen

IEEE Trans. Knowl. Data Eng., April, 2023

Improving fine-tuning of self-supervised models with Contrastive Initialization.

Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, Jian Chen, Yiqun Chen

Neural Networks, February, 2023

Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation.

Xuebin Zhou, Zhibin Hu, Jin Huang, Jian Chen

J. Artif. Intell. Res., 2023

Discrete limited attentional collaborative filtering for fast social recommendation.

Zhibin Hu, Xuebin Zhou, Zhiwei He, Zehang Yang, Jian Chen, Jin Huang

Eng. Appl. Artif. Intell., 2023

FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation.

Xinyu Sun, Peihao Chen, Jugang Fan, Jian Chen, Thomas H. Li, Mingkui Tan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring Motion Cues for Video Test-Time Adaptation.

Runhao Zeng, Qi Deng, Huixuan Xu, Shuaicheng Niu, Jian Chen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification : Extended abstract.

Chao Han, Jian Chen, Mingkui Tan, Michael K. Ng, Qingyao Wu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images.

Bingna Xu, Yong Guo, Luoqian Jiang, Mianjie Yu, Jian Chen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Pareto-aware Neural Architecture Generation for Diverse Computational Budgets.

Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Junzhou Huang, Jian Chen, Mingkui Tan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Parallel and Distributed Structured SVM Training.

Jiantong Jiang, Zeyi Wen, Ze-ke Wang, Bingsheng He, Jian Chen

IEEE Trans. Parallel Distributed Syst., 2022

A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification.

Chao Han, Jian Chen, Mingkui Tan, Michael K. Ng, Qingyao Wu

IEEE Trans. Knowl. Data Eng., 2022

CAM-based non-local attention network for weakly supervised fire detection.

Wenjun Wang, Lvlong Lai, Jian Chen, Qingyao Wu

Serv. Oriented Comput. Appl., 2022

Towards Accurate and Compact Architectures via Neural Architecture Transformer.

Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Tackling background ambiguities in multi-class few-shot point cloud semantic segmentation.

Lvlong Lai, Jian Chen, Chi Zhang, Zehong Zhang, Guosheng Lin, Qingyao Wu

Knowl. Based Syst., 2022

Efficient Second-Order Optimization for Neural Networks with Kernel Machines.

Yawen Chen, Yile Chen, Jian Chen, Zeyi Wen, Jin Huang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Conditional Automated Channel Pruning for Deep Neural Networks.

Yixin Liu, Yong Guo, Jiaxin Guo, Luoqian Jiang, Jian Chen

IEEE Signal Process. Lett., 2021

Deep Learning for Image Super-Resolution: A Survey.

Zhihao Wang, Jian Chen, Steven C. H. Hoi

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Content-aware convolutional neural networks.

Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang

Neural Networks, 2021

Neural graph personalized ranking for Top-N Recommendation.

Zhibin Hu, Jiachun Wang, Yan Yan, Peilin Zhao, Jian Chen, Jin Huang

Knowl. Based Syst., 2021

Learning Defense Transformers for Counterattacking Adversarial Examples.

Jincheng Li, Jiezhang Cao, Yifan Zhang, Jian Chen, Mingkui Tan

CoRR, 2021

Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets.

Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan

CoRR, 2021

StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking.

Jiachun Wang, Fajie Yuan, Jian Chen, Qingyao Wu, Min Yang, Yang Sun, Guoxiao Zhang

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Enhancing SVMs with Problem Context Aware Pipeline.

Zeyi Wen, Zhishang Zhou, Hanfeng Liu, Bingsheng He, Xia Li, Jian Chen

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Vehicle Segmentation with Coarse Distance Estimation Based on Monocular Vision.

Fangyuan Xie, Pengshuai Yin, Zehui Ke, Ruizhou Sun, Ke Ding, Jian Chen, Qingyao Wu

Proceedings of the IEEE International Conference on e-Business Engineering, 2021

Exploring A CAM - Based Approach for Weakly Supervised Fire Detection Task.

Lvlong Lai, Jian Chen, Huichou Huang, Qingyao Wu

Proceedings of the IEEE International Conference on e-Business Engineering, 2021

2020

Scripted Video Generation With a Bottom-Up Generative Adversarial Network.

Qi Chen, Qi Wu, Jian Chen, Qingyao Wu, Anton van den Hengel, Mingkui Tan

IEEE Trans. Image Process., 2020

Hierarchical Neural Architecture Search for Single Image Super-Resolution.

Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen

IEEE Signal Process. Lett., 2020

Multi-way backpropagation for training compact deep neural networks.

Yong Guo, Jian Chen, Qing Du, Anton van den Hengel, Qinfeng Shi, Mingkui Tan

Neural Networks, 2020

ThunderGBM: Fast GBDTs and Random Forests on GPUs.

Zeyi Wen, Hanfeng Liu, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen

J. Mach. Learn. Res., 2020

StackRec: Efficient Training of Very Deep Sequential Recommender Models by Layer Stacking.

Jiachun Wang, Fajie Yuan, Jian Chen, Qingyao Wu, Chengming Li, Min Yang, Yang Sun, Guoxiao Zhang

CoRR, 2020

Conditional Automated Channel Pruning for Deep Neural Networks.

Yixin Liu, Yong Guo, Zichang Liu, Haohua Liu, Jingjie Zhang, Zejun Chen, Jing Liu, Jian Chen

CoRR, 2020

Task-Oriented Dialog Generation with Enhanced Entity Representation.

Zhenhao He, Jiachun Wang, Jian Chen

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

PointDrop: Improving Object Detection from Sparse Point Clouds via Adversarial Data Augmentation.

Wenxin Ma, Jian Chen, Qing Du, Wei Jia

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search.

Yong Guo, Yaofo Chen, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan

Proceedings of the 37th International Conference on Machine Learning, 2020

Fg2seq: Effectively Encoding Knowledge for End-To-End Task-Oriented Dialog.

Zhenhao He, Yuhong He, Qingyao Wu, Jian Chen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Two-Level Convolutional Neural Network for Aspect Extraction.

Jialin Wu, Yi Cai, Qingbao Huang, Jingyun Xu, Raymond Chi-Wing Wong, Jian Chen

Proceedings of the Database Systems for Advanced Applications. DASFAA 2020 International Workshops, 2020

Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution.

Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao, Zeshuai Deng, Yanwu Xu, Mingkui Tan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Exploiting GPUs for Efficient Gradient Boosting Decision Tree Training.

Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Kotagiri Ramamohanarao, Qinbin Li

IEEE Trans. Parallel Distributed Syst., 2019

Auto-Embedding Generative Adversarial Networks For High Resolution Image Synthesis.

Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan

IEEE Trans. Multim., 2019

Efficient Multi-Class Probabilistic SVMs on GPUs.

Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen

IEEE Trans. Knowl. Data Eng., 2019

A Random Walk Tensor Model for Heterogeneous Network Entity Classification.

Chao Han, Zhihang Luo, Wenwen Gu, Jian Chen

IEEE Access, 2019

NAT: Neural Architecture Transformer for Accurate and Compact Architectures.

Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Jian Chen, Peilin Zhao, Junzhou Huang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching.

Zhibin Hu, Yongsheng Luo, Jiong Lin, Yan Yan, Jian Chen

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

ThunderSVM: A Fast SVM Library on GPUs and CPUs.

Zeyi Wen, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen

J. Mach. Learn. Res., 2018

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss.

Yong Guo, Qi Chen, Jian Chen, Junzhou Huang, Yanwu Xu, Jiezhang Cao, Peilin Zhao, Mingkui Tan

CoRR, 2018

Adaptive Equalization Enabled 25Gb/s NRZ Modulation Based on 10-G Class Optics for Upstream Burst-Mode Transmission.

Jian Chen, Acai Tan, Zhengxuan Li, Yong Guo, Yongjia Yin, Qianwu Zhang, Yingxiong Song, Yingchun Li, Min Wang

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Efficient Support Vector Machine Training Algorithm on GPUs.

Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Double Forward Propagation for Memorized Batch Normalization.

Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Selecting Proper Multi-Class SVM Training Methods.

Yawen Chen, Zeyi Wen, Jian Chen, Jin Huang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Age classification with deep learning face representation.

Jin Huang, Bin Li, Jia Zhu, Jian Chen

Multim. Tools Appl., 2017

Requirements on resolution and sampling jitter of ADC in 10G-class optics and MLSD based NG-EPON.

Zhengxuan Li, Yingchun Li, Jian Chen, Yingxiong Song, Tingting Xu, Yong Guo, Yongjia Yin, Min Wang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Extremely Randomized Forest with Hierarchy of Multi-label Classifiers.

Jinxia Li, Yihan Zheng, Chao Han, Qingyao Wu, Jian Chen

Proceedings of the Intelligence Science and Big Data Engineering, 2017

Tensor Based Relations Ranking for Multi-relational Collective Classification.

Chao Han, Qingyao Wu, Michael K. Ng, Jiezhang Cao, Mingkui Tan, Jian Chen

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Improving Efficiency of SVM <i>k</i>-Fold Cross-Validation by Alpha Seeding.

Zeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Heads-Join: Efficient Earth Mover's Distance Similarity Joins on Hadoop.

Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen, Yongwei Wu

IEEE Trans. Parallel Distributed Syst., 2016

ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification.

Qingyao Wu, Mingkui Tan, Hengjie Song, Jian Chen, Michael K. Ng

IEEE Trans. Knowl. Data Eng., 2016

Online Feature Selection of Class Imbalance via PA Algorithm.

Chao Han, Yun-Kun Tan, Jin-Hui Zhu, Yong Guo, Jian Chen, Qingyao Wu

J. Comput. Sci. Technol., 2016

Multi-user location-dependent skyline query based on dominance graph.

Pengyu Chen, Jian Chen, Jin Huang

Int. J. Comput. Sci. Eng., 2016

Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding.

Zeyi Wen, Bin Li, Rao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang

CoRR, 2016

The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs.

Yong Guo, Mingkui Tan, Qingyao Wu, Jian Chen, Anton van den Hengel, Qinfeng Shi

CoRR, 2016

Joint Classification with Heterogeneous Labels Using Random Walk with Dynamic Label Propagation.

Yongxin Liao, Shenxi Yuan, Jian Chen, Qingyao Wu, Bin Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

2015

Analysis and evaluation of the top-k most influential location selection query.

Jian Chen, Jin Huang, Zeyi Wen, Zhen He, Kerry Taylor, Rui Zhang

Knowl. Inf. Syst., 2015

A Structure Learning Algorithm for Bayesian Network Using Prior Knowledge.

Jungang Xu, Yue Zhao, Jian Chen, Chao Han

J. Comput. Sci. Technol., 2015

Zip: An Algorithm Based on Loser Tree for Common Contacts Searching in Large Graphs.

Hong Tang, Shuai Mu, Jin Huang, Jia Zhu, Jian Chen, Rui Ding

J. Comput. Sci. Technol., 2015

Sparse Markov chain-based semi-supervised multi-instance multi-label method for protein function prediction.

Chao Han, Jian Chen, Qingyao Wu, Shuai Mu, Huaqing Min

J. Bioinform. Comput. Biol., 2015

An opinion mining framework for Cantonese reviews.

Jian Chen, Dongping Huang, Shuyue Hu, Yu Liu, Yi Cai, Huaqing Min

J. Ambient Intell. Humaniz. Comput., 2015

A privacy-enhancing model for location-based personalized recommendations.

Jin Huang, Jianzhong Qi, Yabo Xu, Jian Chen

Distributed Parallel Databases, 2015

Multi-Label Regularized Generative Model for Semi-Supervised Collective Classification in Large-Scale Networks.

Qingyao Wu, Jian Chen, Shen-Shyang Ho, Xutao Li, Huaqing Min, Chao Han

Big Data Res., 2015

2014

MELODY-JOIN: Efficient Earth Mover's Distance similarity joins using MapReduce.

Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Skyline distance: a measure of multidimensional competence.

Jin Huang, Bin Jiang, Jian Pei, Jian Chen, Yong Tang

Knowl. Inf. Syst., 2013

Recommendations for two-way selections using skyline view queries.

Jian Chen, Jin Huang, Bin Jiang, Jian Pei, Jian Yin

Knowl. Inf. Syst., 2013

Sentiment Analysis for Cantonese Opinion Mining.

Jian Chen, Yu Liu, Guangyi Zhang, Yi Cai, Tao Wang, Huaqing Min

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

2012

Integrating Tags and Ratings Into User Profiling for Personalized Search in Collaborative Tagging Systems.

Yi Cai, Hao Han, Jian Chen, Yifeng Shao, Ho-fung Leung, Huaqing Min

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Multi-prototype based semantic similarity of concepts in ontology.

Jian Chen, Yi Cai, Yu Liu, Jingkai Li, Xuemiao Xu, Huaqing Min

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Social Recommendation Based on Multi-relational Analysis.

Jian Chen, Guanliang Chen, Hao Lan Zhang, Jin Huang, Gansen Zhao

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

2011

Top-k most influential locations selection.

Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Towards Progressive and Load Balancing Distributed Computation: A Case Study on Skyline Analysis.

Jin Huang, Feng Zhao, Jian Chen, Jian Pei, Jian Yin

J. Comput. Sci. Technol., 2010

A load balancing skyline query algorithm in high bandwidth distributed systems.

Jin Huang, Jian Chen, Qing Du, Jian Yin

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2008

Easy Recommendation Based on Probability Model.

Jian Chen, Jin Huang, Huaqing Min

Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis.

Wenxin Yang, Shuqin Rao, Jina Wang, Jian Yin, Jian Chen

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007

An Effective Maximal Subspace Clustering Algorithm Based on Enumeration Tree.

Jian Yin, Zhilan Huang, Yubao Liu, Jiarong Cai, Jian Chen

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2005

Associative Classification in Text Categorization.

Jian Chen, Jian Yin, Jun Zhang, Jin Huang

Proceedings of the Advances in Intelligent Computing, 2005

Efficient Mining of Cross-Transaction Web Usage Patterns in Large Database.

Jian Chen, Liangyi Ou, Jian Yin, Jin Huang

Proceedings of the Networking and Mobile Computing, Third International Conference, 2005

Associative Classification Based on Correlation Analysis.

Jian Chen, Jian Yin, Jin Huang, Ming Feng

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Mining Correlated Rules for Associative Classification.

Jian Chen, Jian Yin, Jin Huang

Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005