Yanjun Ma

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 40

Top Topics

Gentle Introduction

Variational Bayes

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Ind. Electron.

Publications

Ji Liu, Zhihua Wu, Danlei Feng, Minxu Zhang, Xinxuan Wu, Xuefeng Yao, Dianhai Yu, Yanjun Ma, Feng Zhao, Dejing Dou
HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments. Future Gener. Comput. Syst. 148 (2023)
Xuewu Jiao, Weibin Li, Xinxuan Wu, Wei Hu, Miao Li, Jiang Bian, Siming Dai, Xinsheng Luo, Mingqing Hu, Zhengjie Huang, Danlei Feng, Junchao Yang, Shikun Feng, Haoyi Xiong, Dianhai Yu, Shuanglong Li, Jingzhou He, Yanjun Ma, Lin Liu
PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation. KDD (2023)
Liang Chen, Yu Zheng, Kaipeng Lan, Yanjun Ma, Huade Su
A just-in-time learning-based compensation prediction method for hull plate welding. Int. J. Comput. Integr. Manuf. 36 (8) (2023)
Tan Lingqi, Ma Kai, Li Ying, Li Xinwei, Yanjun Ma, Yuting Xie, Xiaohan Zhong
Asymmetrical Press-Pack IGBT for Modular Multilevel Converter. iSPEC (2023)
Arun Senthil Sundaramoorthy, Santhosh Kumar Varanasi, Biao Huang, Yanjun Ma, Haitao Zhang, Dian Wang
Sparse Inverse Covariance Estimation for Causal Inference in Process Data Analytics. IEEE Trans. Control. Syst. Technol. 30 (3) (2022)
Juncai Peng, Yi Liu, Shiyu Tang, Yuying Hao, Lutao Chu, Guowei Chen, Zewu Wu, Zeyu Chen, Zhiliang Yu, Yuning Du, Qingqing Dang, Baohua Lai, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model. CoRR (2022)
Guoxia Wang, Xiaomin Fang, Zhihua Wu, Yiqun Liu, Yang Xue, Yingfei Xiang, Dianhai Yu, Fan Wang, Yanjun Ma
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle. CoRR (2022)
Jinle Zeng, Min Li, Zhihua Wu, Jiaqi Liu, Yuang Liu, Dianhai Yu, Yanjun Ma
Boosting Distributed Training Performance of the Unpadded BERT Model. CoRR (2022)
Guoxia Wang, Zhihua Wu, Xiaomin Fang, Yingfei Xiang, Yiqun Liu, Dianhai Yu, Yanjun Ma
Efficient AlphaFold2 Training using Parallel Evoformer and Branch Parallelism. CoRR (2022)
Yang Xiang, Zhihua Wu, Weibao Gong, Siyu Ding, Xianjie Mo, Yuang Liu, Shuohuan Wang, Peng Liu, Yongshuai Hou, Long Li, Bin Wang, Shaohuai Shi, Yaqian Han, Yue Yu, Ge Li, Yu Sun, Yanjun Ma, Dianhai Yu
Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters. CoRR (2022)
Jingbo Zhou, Xinjiang Lu, Yixiong Xiao, Jiantao Su, Junfu Lyu, Yanjun Ma, Dejing Dou
SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022. CoRR (2022)
Kenneth Church, Valia Kordoni, Gary Marcus, Ernest Davis, Yanjun Ma, Zeyu Chen
A Gentle Introduction to Deep Nets and Opportunities for the Future. ACL (tutorial) (2022)
Chenxia Li, Weiwei Liu, Ruoyu Guo, Xiaoting Yin, Kaitao Jiang, Yongkun Du, Yuning Du, Lingfeng Zhu, Baohua Lai, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System. CoRR (2022)
Chen Xu, Shunyi Zhao, Yanjun Ma, Biao Huang, Fei Liu, Xiaoli Luan
Sensor Fault Estimation in a Probabilistic Framework for Industrial Processes and its Applications. IEEE Trans. Ind. Informatics 18 (1) (2022)
Liang Shen, Zhihua Wu, Weibao Gong, Hongxiang Hao, Yangfan Bai, HuaChao Wu, Xinxuan Wu, Haoyi Xiong, Dianhai Yu, Yanjun Ma
SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System. CoRR (2022)
Hui Zhang, Tian Yuan, Junkun Chen, Xintong Li, Renjie Zheng, Yuxin Huang, Xiaojie Chen, Enlei Gong, Zeyu Chen, Xiaoguang Hu, Dianhai Yu, Yanjun Ma, Liang Huang
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit. CoRR (2022)
Xin Huang, Xinxin Wang, Wenyu Lv, Xiaying Bai, Xiang Long, Kaipeng Deng, Qingqing Dang, Shumin Han, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma, Osamu Yoshie
PP-YOLOv2: A Practical Object Detector. CoRR (2021)
Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, Dianhai Yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR (2021)
Yulong Ao, Zhihua Wu, Dianhai Yu, Weibao Gong, Zhiqing Kui, Minxu Zhang, Zilingfeng Ye, Liang Shen, Yanjun Ma, Tian Wu, Haifeng Wang, Wei Zeng, Chao Yang
End-to-end Adaptive Distributed Training on PaddlePaddle. CoRR (2021)
Guanghua Yu, Qinyao Chang, Wenyu Lv, Chang Xu, Cheng Cui, Wei Ji, Qingqing Dang, Kaipeng Deng, Guanzhong Wang, Yuning Du, Baohua Lai, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices. CoRR (2021)
Kenneth Ward Church, Zeyu Chen, Yanjun Ma
Emerging trends: A gentle introduction to fine-tuning. Nat. Lang. Eng. 27 (6) (2021)
Ying Xin, Guanzhong Wang, Mingyuan Mao, Yuan Feng, Qingqing Dang, Yanjun Ma, Errui Ding, Shumin Han
PAFNet: An Efficient Anchor-Free Object Detector Guidance. CoRR (2021)
Siqi Shi, Nanting Li, Yanjun Ma, Liping Zheng
Multi-criteria Confidence Evaluation for Robust Visual Tracking. PRCV (1) (2021)
Shengyu Wei, Ruoyu Guo, Cheng Cui, Bin Lu, Shuilong Dong, Tingquan Gao, Yuning Du, Ying Zhou, Xueying Lyu, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
PP-ShiTu: A Practical Lightweight Image Recognition System. CoRR (2021)
Yanjun Ma
rmvPFBAM: Removing Primers from BAM Files Based on Amplicon-Based Next-Generation Sequencing and Cloud Computing When Analyzing Personal Genome Data. Sci. Program. 2021 (2021)
Yuning Du, Chenxia Li, Ruoyu Guo, Cheng Cui, Weiwei Liu, Jun Zhou, Bin Lu, Yehua Yang, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
PP-OCRv2: Bag of Tricks for Ultra Lightweight OCR System. CoRR (2021)
Cheng Cui, Tingquan Gao, Shengyu Wei, Yuning Du, Ruoyu Guo, Shuilong Dong, Bin Lu, Ying Zhou, Xueying Lv, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma
PP-LCNet: A Lightweight CPU Convolutional Neural Network. CoRR (2021)
Cheng Cui, Ruoyu Guo, Yuning Du, Dongliang He, Fu Li, Zewu Wu, Qiwen Liu, Shilei Wen, Jizhou Huang, Xiaoguang Hu, Dianhai Yu, Errui Ding, Yanjun Ma
Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones. CoRR (2021)
Ji Liu, Zhihua Wu, Dianhai Yu, Yanjun Ma, Danlei Feng, Minxu Zhang, Xinxuan Wu, Xuefeng Yao, Dejing Dou
HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments. CoRR (2021)
Seraphina Kwak, Yanjun Ma, Biao Huang
Extracting nonstationary features for process data analytics and application in fouling detection. Comput. Chem. Eng. 135 (2020)
Yanjun Ma, Shunyi Zhao, Biao Huang
Feature Extraction of Constrained Dynamic Latent Variables. IEEE Trans. Ind. Informatics 15 (10) (2019)
Shunyi Zhao, Yanjun Ma, Biao Huang
Probabilistic Monitoring of Sensors in State-Space With Variational Bayesian Inference. IEEE Trans. Ind. Electron. 66 (3) (2019)
Yang Zhang, Wolf Kienzle, Yanjun Ma, Shiu S. Ng, Hrvoje Benko, Chris Harrison
ActiTouch: Robust Touch Detection for On-Skin AR/VR Interfaces. UIST (2019)
Shunyi Zhao, Yanjun Ma, Biao Huang
Robust FIR State Estimation of Dynamic Processes Corrupted by Outliers. IEEE Trans. Ind. Informatics 15 (1) (2019)
Yanjun Ma, Shunyi Zhao, Biao Huang
Multiple-Model State Estimation Based on Variational Bayesian Inference. IEEE Trans. Autom. Control. 64 (4) (2019)
Xingwu Sun, Jing Liu, Yajuan Lyu, Wei He, Yanjun Ma, Shi Wang
Answer-focused and Position-aware Neural Question Generation. EMNLP (2018)
Yanjun Ma, Seraphina Kwak, Lei Fan, Biao Huang
A Variational Bayesian Approach to Modelling with Random Time-varying Time Delays. ACC (2018)
Yanjun Ma, Biao Huang
Bayesian Learning for Dynamic Feature Extraction With Application in Soft Sensing. IEEE Trans. Ind. Electron. 64 (9) (2017)
Yanjun Ma, Yue Li, Edwin Chihchuan Kan, Jehoshua Bruck
Reliability and hardware implementation of rank modulation flash memory. NVMTS (2015)
Yanjun Ma
Nonvolatile multibit SRAM, bit level caching, and multi-context computing for IoT. NVMTS (2015)
Lihua Pang, Yang Zhang, Yanjun Ma, Bing Lan, Jiandong Li
3D Polarization Projection for WINNER Channel Simulations. VTC Spring (2014)
Lihua Pang, Yang Zhang, Jiandong Li, Yanjun Ma, Jing Wang
Power Allocation and Relay Selection for Two-Way Relaying Systems by Exploiting Physical-Layer Network Coding. IEEE Trans. Veh. Technol. 63 (6) (2014)
Rui Chen, Changle Li, Jiandong Li, Yanjun Ma, Cong Li
Low complexity multi-user multi-stream MIMO vector perturbation precoder for FPGA implementation. IEICE Electron. Express 10 (4) (2013)
Hua Shi, Jiandong Li, Yanjun Ma, Zhao Li
Coverage probability driven dynamic spectrum allocation in heterogeneous wireless networks. Sci. China Inf. Sci. 56 (8) (2013)
Hanna Béchara, Raphaël Rubino, Yifan He, Yanjun Ma, Josef van Genabith
An Evaluation of Statistical Post-Editing Systems Applied to RBMT and SMT Systems. COLING (2012)
Yanjun Ma, Jiandong Li, Rui Chen, Qin Liu
On Feasibility of Interference Alignment for L-Cell Constant Cellular Interfering Networks. IEEE Commun. Lett. 16 (5) (2012)
Yanjun Ma, Jian-Yun Nie, Hua Wu, Haifeng Wang
Opening Machine Translation Black Box for Cross-Language Information Retrieval. AIRS (2012)
Hailong Qin, Ting Liu, Yanjun Ma
Mining User's Real Social Circle in Microblog. ASONAM (2012)
Yanjun Ma, Jiandong Li, Rui Chen
On the Achievability of Interference Alignment for Three-Cell Constant Cellular Interfering Networks. IEEE Commun. Lett. 16 (9) (2012)
Patrik Lambert, Simon Petitrenaud, Yanjun Ma, Andy Way
What types of word alignment improve statistical machine translation? Mach. Transl. 26 (4) (2012)
Yanjun Ma, Jiandong Li, Rui Chen, Qin Liu
On the Achievability of Interference Alignment for Three-Cell Multi-User MIMO Cellular Networks CoRR (2011)
Yifan He, Yanjun Ma, Andy Way, Josef van Genabith
Rich Linguistic Features for Translation Memory-Inspired Consistent Translation. MTSummit (2011)
Yanjun Ma, Jiandong Li, Qin Liu, Rui Chen
Group Based Interference Alignment. IEEE Commun. Lett. 15 (4) (2011)
Yanjun Ma, Yifan He, Andy Way, Josef van Genabith
Consistent Translation using Discriminative Learning - A Translation Memory-inspired Approach. ACL (2011)
Ankit K. Srivastava, Yanjun Ma, Andy Way
Preliminary Experiments on Using Users' Post-Editions to Enhance a SMT System Oracle-based Training for Phrase-based Statistical Machine Translation. EAMT (2011)
Xiumin Fan, Xi Zhang, Huangchong Cheng, Yanjun Ma, Qichang He
A Virtual Experiment Platform for Mechanism Motion Cognitive Learning. HCI (14) (2011)
Hanna Béchara, Yanjun Ma, Josef van Genabith
Statistical Post-Editing for a Statistical MT System. MTSummit (2011)
Yanjun Ma, Jiandong Li, Rui Chen
Distributed Interference Alignment with Low Overhead CoRR (2011)
Yanjun Ma, Jiandong Li, Rui Chen, Junliang Yao
Group Based Interference Alignment CoRR (2010)
Yifan He, Yanjun Ma, Andy Way, Josef van Genabith
Integrating N-best SMT Outputs into a TM System. COLING (Posters) (2010)
Yanjun Ma, Andy Way
HMM Word-to-Phrase Alignment with Dependency Constraints. SSST@COLING (2010)
Patrik Lambert, Simon Petitrenaud, Yanjun Ma, Andy Way
Statistical Analysis of Alignment Characteristics for Phrase-based Machine Translation. EAMT (2010)
Yifan He, Yanjun Ma, Josef van Genabith, Andy Way
Bridging SMT and TM with Translation Recommendation. ACL (2010)
Yanjun Ma
Kam-Fai Wong, Wenjie Li, Ruifeng Xu and Zheng-sheng Zhang: Introduction to Chinese natural language processing - Morgan and Claypool publishers, 2010, x+148pp. Mach. Transl. 24 (3-4) (2010)
Yifan He, Yanjun Ma, Johann Roturier, Andy Way, Josef van Genabith
Improving the Post-Editing Experience using Translation Recommendation: A User Study. AMTA (2010)
Sergio Penkale, Yanjun Ma, Daniel Galron, Andy Way
Accuracy-Based Scoring for Phrase-Based Statistical Machine Translation. AMTA (2010)
Rejwanul Haque, Sudip Kumar Naskar, Yanjun Ma, Andy Way
Using Supertags as Source Language Context in SMT. EAMT (2009)
Patrik Lambert, Yanjun Ma, Sylwia Ozdowska, Andy Way
Tracking Relevant Alignment Characteristics for Machine Translation. MTSummit (2009)
Yanjun Ma, Patrik Lambert, Andy Way
Tuning Syntactically Enhanced Word Alignment for Statistical Machine Translation. EAMT (2009)
Yanjun Ma, Andy Way
Bilingually Motivated Word Segmentation for Statistical Machine Translation. ACM Trans. Asian Lang. Inf. Process. 8 (2) (2009)
Jinhua Du, Yanjun Ma, Andy Way
Source-Side Context-Informed Hypothesis Alignment for Combining Outputs from Machine Translation Systems. MTSummit (2009)
Yanjun Ma, Tsuyoshi Okita, Özlem Çetinoglu, Jinhua Du, Andy Way
Low-resource machine translation using MaTrEx. IWSLT (Evaluation Campaign) (2009)
Yanjun Ma, Tsuyoshi Okita, Özlem Çetinoglu, Jinhua Du, Andy Way
Low-resource machine translation using MATREX: the DCU machine translation system for IWSLT 2009. IWSLT (2009)
Yanjun Ma, Andy Way
Bilingually Motivated Domain-Adapted Word Segmentation for Statistical Machine Translation. EACL (2009)
Yanjun Ma, Sylwia Ozdowska, Yanli Sun, Andy Way
Improving Word Alignment Using Syntactic Dependencies. SSST@ACL (2008)
Yanjun Ma, John Tinsley, Hany Hassan, Jinhua Du, Andy Way
Exploiting alignment techniques in MATREX: the DCU machine translation system for IWSLT 2008. IWSLT (2008)
John Tinsley, Yanjun Ma, Sylwia Ozdowska, Andy Way
MaTrEx: The DCU MT System for WMT 2008. WMT@ACL (2008)
Yanjun Ma, Nicolas Stroppa, Andy Way
Bootstrapping Word Alignment via Word Packing. ACL (2007)
Hany Hassan, Yanjun Ma, Andy Way
Matrex: the DCU machine translation system for IWSLT 2007. IWSLT (2007)
Yanjun Ma, Nicolas Stroppa, Andy Way
Alignment-guided chunking. TMI (2007)
Ang Sun, Minghu Jiang, Yanjun Ma
A Maximum Entropy Model Based Answer Extraction for Chinese Question Answering. FSKD (2006)