Jian Chen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 70

Top Topics

Collective Classification

Neural Architecture

Distance Estimation

Top Venues

IEEE Trans. Knowl. Data Eng.

Neural Networks

Publications

Haolin Pan, Yong Guo, Mianjie Yu, Jian Chen
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation. CoRR (2024)
Qinyi Deng, Yong Guo, Zhibang Yang, Haolin Pan, Jian Chen
Boosting semi-supervised learning with Contrastive Complementary Labeling. Neural Networks 170 (2024)
Lvlong Lai, Jian Chen, Qingyao Wu
Zero-Shot Single-View Point Cloud Reconstruction via Cross-Category Knowledge Transferring. IEEE Trans. Multim. 26 (2024)
Haolin Pan, Yong Guo, Mianjie Yu, Jian Chen
Enhanced Long-Tailed Recognition With Contrastive CutMix Augmentation. IEEE Trans. Image Process. 33 (2024)
Lvlong Lai, Jian Chen, Guosheng Lin, Qingyao Wu
CMNet: Component-Aware Matching Network for Few-Shot Point Cloud Classification. IEEE Trans. Multim. 26 (2024)
Zhibin Hu, Xuebin Zhou, Zhiwei He, Zehang Yang, Jian Chen, Jin Huang
Discrete limited attentional collaborative filtering for fast social recommendation. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Chao Han, Jian Chen, Mingkui Tan, Michael K. Ng, Qingyao Wu
A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification : Extended abstract. ICDE (2023)
Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Junzhou Huang, Jian Chen, Mingkui Tan
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets. CVPR Workshops (2023)
Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, Jian Chen, Yiqun Chen
Improving fine-tuning of self-supervised models with Contrastive Initialization. Neural Networks 159 (2023)
Yawen Chen, Zeyi Wen, Bingsheng He, Jian Chen
Efficient Decomposition Selection for Multi-class Classification. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Xuebin Zhou, Zhibin Hu, Jin Huang, Jian Chen
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation. J. Artif. Intell. Res. 76 (2023)
Yong Guo, Jingdong Wang, Qi Chen, Jiezhang Cao, Zeshuai Deng, Yanwu Xu, Jian Chen, Mingkui Tan
Towards Lightweight Super-Resolution with Dual Regression Learning. CoRR (2022)
Lvlong Lai, Jian Chen, Chi Zhang, Zehong Zhang, Guosheng Lin, Qingyao Wu
Tackling background ambiguities in multi-class few-shot point cloud semantic segmentation. Knowl. Based Syst. 253 (2022)
Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, Yiqun Chen, Jian Chen
Improving Fine-tuning of Self-supervised Models with Contrastive Initialization. CoRR (2022)
Chao Han, Jian Chen, Mingkui Tan, Michael K. Ng, Qingyao Wu
A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets. CoRR (2022)
Jiantong Jiang, Zeyi Wen, Ze-ke Wang, Bingsheng He, Jian Chen
Parallel and Distributed Structured SVM Training. IEEE Trans. Parallel Distributed Syst. 33 (5) (2022)
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang
Towards Accurate and Compact Architectures via Neural Architecture Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Zhihao Wang, Jian Chen, Steven C. H. Hoi
Deep Learning for Image Super-Resolution: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Yixin Liu, Yong Guo, Jiaxin Guo, Luoqian Jiang, Jian Chen
Conditional Automated Channel Pruning for Deep Neural Networks. IEEE Signal Process. Lett. 28 (2021)
Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets. CoRR (2021)
Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang
Content-Aware Convolutional Neural Networks. CoRR (2021)
Fangyuan Xie, Pengshuai Yin, Zehui Ke, Ruizhou Sun, Ke Ding, Jian Chen, Qingyao Wu
Vehicle Segmentation with Coarse Distance Estimation Based on Monocular Vision. ICEBE (2021)
Jincheng Li, Jiezhang Cao, Yifan Zhang, Jian Chen, Mingkui Tan
Learning Defense Transformers for Counterattacking Adversarial Examples. CoRR (2021)
Zeyi Wen, Zhishang Zhou, Hanfeng Liu, Bingsheng He, Xia Li, Jian Chen
Enhancing SVMs with Problem Context Aware Pipeline. KDD (2021)
Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang
Content-aware convolutional neural networks. Neural Networks 143 (2021)
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang
Towards Accurate and Compact Architectures via Neural Architecture Transformer. CoRR (2021)
Lvlong Lai, Jian Chen, Huichou Huang, Qingyao Wu
Exploring A CAM - Based Approach for Weakly Supervised Fire Detection Task. ICEBE (2021)
Zhibin Hu, Jiachun Wang, Yan Yan, Peilin Zhao, Jian Chen, Jin Huang
Neural graph personalized ranking for Top-N Recommendation. Knowl. Based Syst. 213 (2021)
Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen
Hierarchical Neural Architecture Search for Single Image Super-Resolution. CoRR (2020)
Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen
Hierarchical Neural Architecture Search for Single Image Super-Resolution. IEEE Signal Process. Lett. 27 (2020)
Zhenhao He, Jiachun Wang, Jian Chen
Task-Oriented Dialog Generation with Enhanced Entity Representation. INTERSPEECH (2020)
Wenxin Ma, Jian Chen, Qing Du, Wei Jia
PointDrop: Improving Object Detection from Sparse Point Clouds via Adversarial Data Augmentation. ICPR (2020)
Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan
Double Forward Propagation for Memorized Batch Normalization. CoRR (2020)
Yong Guo, Jian Chen, Qing Du, Anton van den Hengel, Qinfeng Shi, Mingkui Tan
Multi-way backpropagation for training compact deep neural networks. Neural Networks 126 (2020)
Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao, Zeshuai Deng, Yanwu Xu, Mingkui Tan
Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution. CVPR (2020)
Zhenhao He, Yuhong He, Qingyao Wu, Jian Chen
Fg2seq: Effectively Encoding Knowledge for End-To-End Task-Oriented Dialog. ICASSP (2020)
Zeyi Wen, Hanfeng Liu, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen
ThunderGBM: Fast GBDTs and Random Forests on GPUs. J. Mach. Learn. Res. 21 (2020)
Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao, Zeshuai Deng, Yanwu Xu, Mingkui Tan
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution. CoRR (2020)
Yong Guo, Yaofo Chen, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search. CoRR (2020)
Qi Chen, Qi Wu, Jian Chen, Qingyao Wu, Anton van den Hengel, Mingkui Tan
Scripted Video Generation With a Bottom-Up Generative Adversarial Network. IEEE Trans. Image Process. 29 (2020)
Yixin Liu, Yong Guo, Zichang Liu, Haohua Liu, Jingjie Zhang, Zejun Chen, Jing Liu, Jian Chen
Conditional Automated Channel Pruning for Deep Neural Networks. CoRR (2020)
Yong Guo, Yaofo Chen, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search. ICML (2020)
Zhibin Hu, Yongsheng Luo, Jiong Lin, Yan Yan, Jian Chen
Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching. IJCAI (2019)
Chao Han, Zhihang Luo, Wenwen Gu, Jian Chen
A Random Walk Tensor Model for Heterogeneous Network Entity Classification. IEEE Access 7 (2019)
Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
Efficient Multi-Class Probabilistic SVMs on GPUs. IEEE Trans. Knowl. Data Eng. 31 (9) (2019)
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Jian Chen, Peilin Zhao, Junzhou Huang
NAT: Neural Architecture Transformer for Accurate and Compact Architectures. CoRR (2019)
Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan
Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis. CoRR (2019)
Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Kotagiri Ramamohanarao, Qinbin Li
Exploiting GPUs for Efficient Gradient Boosting Decision Tree Training. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan
Auto-Embedding Generative Adversarial Networks For High Resolution Image Synthesis. IEEE Trans. Multim. 21 (11) (2019)
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Jian Chen, Peilin Zhao, Junzhou Huang
NAT: Neural Architecture Transformer for Accurate and Compact Architectures. NeurIPS (2019)
Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
Efficient Multi-Class Probabilistic SVMs on GPUs. ICDE (2019)
Zeyi Wen, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen
ThunderSVM: A Fast SVM Library on GPUs and CPUs. J. Mach. Learn. Res. 19 (2018)
Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen
Efficient Support Vector Machine Training Algorithm on GPUs. AAAI (2018)
Jian Chen, Acai Tan, Zhengxuan Li, Yong Guo, Yongjia Yin, Qianwu Zhang, Yingxiong Song, Yingchun Li, Min Wang
Adaptive Equalization Enabled 25Gb/s NRZ Modulation Based on 10-G Class Optics for Upstream Burst-Mode Transmission. OFC (2018)
Yong Guo, Qi Chen, Jian Chen, Junzhou Huang, Yanwu Xu, Jiezhang Cao, Peilin Zhao, Mingkui Tan
Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss. CoRR (2018)
Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan
Double Forward Propagation for Memorized Batch Normalization. AAAI (2018)
Yawen Chen, Zeyi Wen, Jian Chen, Jin Huang
Selecting Proper Multi-Class SVM Training Methods. AAAI (2018)
Jinxia Li, Yihan Zheng, Chao Han, Qingyao Wu, Jian Chen
Extremely Randomized Forest with Hierarchy of Multi-label Classifiers. IScIDE (2017)
Jin Huang, Bin Li, Jia Zhu, Jian Chen
Age classification with deep learning face representation. Multim. Tools Appl. 76 (19) (2017)
Zhengxuan Li, Yingchun Li, Jian Chen, Yingxiong Song, Tingting Xu, Yong Guo, Yongjia Yin, Min Wang
Requirements on resolution and sampling jitter of ADC in 10G-class optics and MLSD based NG-EPON. OFC (2017)
Chao Han, Qingyao Wu, Michael K. Ng, Jiezhang Cao, Mingkui Tan, Jian Chen
Tensor Based Relations Ranking for Multi-relational Collective Classification. ICDM (2017)
Zeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang
-Fold Cross-Validation by Alpha Seeding. AAAI (2017)
Pengyu Chen, Jian Chen, Jin Huang
Multi-user location-dependent skyline query based on dominance graph. Int. J. Comput. Sci. Eng. 13 (3) (2016)
Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen, Yongwei Wu
Heads-Join: Efficient Earth Mover's Distance Similarity Joins on Hadoop. IEEE Trans. Parallel Distributed Syst. 27 (6) (2016)
Yong Guo, Mingkui Tan, Qingyao Wu, Jian Chen, Anton van den Hengel, Qinfeng Shi
The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs. CoRR (2016)
Chao Han, Yun-Kun Tan, Jin-Hui Zhu, Yong Guo, Jian Chen, Qingyao Wu
Online Feature Selection of Class Imbalance via PA Algorithm. J. Comput. Sci. Technol. 31 (4) (2016)
Yongxin Liao, Shenxi Yuan, Jian Chen, Qingyao Wu, Bin Li
Joint Classification with Heterogeneous Labels Using Random Walk with Dynamic Label Propagation. PAKDD (1) (2016)
Zeyi Wen, Bin Li, Rao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang
Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding. CoRR (2016)
Qingyao Wu, Mingkui Tan, Hengjie Song, Jian Chen, Michael K. Ng
ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Jian Chen, Jin Huang, Zeyi Wen, Zhen He, Kerry Taylor, Rui Zhang
Analysis and evaluation of the top-k most influential location selection query. Knowl. Inf. Syst. 43 (1) (2015)
Hong Tang, Shuai Mu, Jin Huang, Jia Zhu, Jian Chen, Rui Ding
Zip: An Algorithm Based on Loser Tree for Common Contacts Searching in Large Graphs. J. Comput. Sci. Technol. 30 (4) (2015)
Jin Huang, Jianzhong Qi, Yabo Xu, Jian Chen
A privacy-enhancing model for location-based personalized recommendations. Distributed Parallel Databases 33 (2) (2015)
Chao Han, Jian Chen, Qingyao Wu, Shuai Mu, Huaqing Min
Sparse Markov chain-based semi-supervised multi-instance multi-label method for protein function prediction. J. Bioinform. Comput. Biol. 13 (5) (2015)
Qingyao Wu, Jian Chen, Shen-Shyang Ho, Xutao Li, Huaqing Min, Chao Han
Multi-Label Regularized Generative Model for Semi-Supervised Collective Classification in Large-Scale Networks. Big Data Res. 2 (4) (2015)
Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen
MELODY-JOIN: Efficient Earth Mover's Distance similarity joins using MapReduce. ICDE (2014)
Jin Huang, Bin Jiang, Jian Pei, Jian Chen, Yong Tang
Skyline distance: a measure of multidimensional competence. Knowl. Inf. Syst. 34 (2) (2013)
Jian Chen, Jin Huang, Bin Jiang, Jian Pei, Jian Yin
Recommendations for two-way selections using skyline view queries. Knowl. Inf. Syst. 34 (2) (2013)
Jian Chen, Yu Liu, Guangyi Zhang, Yi Cai, Tao Wang, Huaqing Min
Sentiment Analysis for Cantonese Opinion Mining. EIDWT (2013)
Jian Chen, Guanliang Chen, Hao Lan Zhang, Jin Huang, Gansen Zhao
Social Recommendation Based on Multi-relational Analysis. IAT (2012)
Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He
Top-k most influential locations selection. CIKM (2011)
Jin Huang, Jian Chen, Qing Du, Jian Yin
A load balancing skyline query algorithm in high bandwidth distributed systems. FSKD (2010)
Jin Huang, Feng Zhao, Jian Chen, Jian Pei, Jian Yin
Towards Progressive and Load Balancing Distributed Computation: A Case Study on Skyline Analysis. J. Comput. Sci. Technol. 25 (3) (2010)
Jian Chen, Jin Huang, Huaqing Min
Easy Recommendation Based on Probability Model. SKG (2008)
Wenxin Yang, Shuqin Rao, Jina Wang, Jian Yin, Jian Chen
Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis. ADMA (2008)
Jian Yin, Zhilan Huang, Yubao Liu, Jiarong Cai, Jian Chen
An Effective Maximal Subspace Clustering Algorithm Based on Enumeration Tree. FSKD (1) (2007)
Jian Chen, Jian Yin, Jin Huang
Mining Correlated Rules for Associative Classification. ADMA (2005)
Jian Chen, Jian Yin, Jin Huang, Ming Feng
Associative Classification Based on Correlation Analysis. FSKD (1) (2005)
Jian Chen, Jian Yin, Jun Zhang, Jin Huang
Associative Classification in Text Categorization. ICIC (1) (2005)
Jian Chen, Liangyi Ou, Jian Yin, Jin Huang
Efficient Mining of Cross-Transaction Web Usage Patterns in Large Database. ICCNMC (2005)