Jiajun Shen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 64

Top Topics

Stackelberg Game

Heterogeneous Information Networks

Supervised Learning

Top Venues

Publications

Zhenyu Shu, Teng Wu, Jiajun Shen, Shiqing Xin, Ligang Liu
Semi-Supervised 3D Shape Segmentation via Self Refining. IEEE Trans. Image Process. 33 (2024)
Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev, Rachita Chhaparia, Ionel Gog, Marc'Aurelio Ranzato, Jiajun Shen, Arthur Szlam
DiPaCo: Distributed Path Composition. CoRR (2024)
Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding. CoRR (2024)
Jiajun Shen, Fengjun Li, Morteza Hashemi, Huazhen Fang
Model-free Resilient Controller Design based on Incentive Feedback Stackelberg Game and Q-learning. CoRR (2024)
Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei A. Rusu, Jiajun Shen, Arthur Szlam, Marc'Aurelio Ranzato
Asynchronous Local-SGD Training for Language Modeling. CoRR (2024)
Chuhan Zhang, Antoine Miech, Jiajun Shen, Jean-Baptiste Alayrac, Pauline Luc
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime. CoRR (2023)
Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joseph Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames. CoRR (2023)
Tsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin
Source-Aware Embedding Training on Heterogeneous Information Networks. Data Intell. 5 (3) (2023)
Xingbo Dong, Zhihui Miao, Lan Ma, Jiajun Shen, Zhe Jin, Zhenhua Guo, Andrew Beng Jin Teoh
Reconstruct face from features based on genetic algorithm using GAN generator as a distribution constraint. Comput. Secur. 125 (2023)
Tsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin
Source-Aware Embedding Training on Heterogeneous Information Networks. CoRR (2023)
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model. CoRR (2023)
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model. ACC (2023)
Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations. CoRR (2023)
Jiajun Shen, Fulvio Gini, Maria Sabrina Greco, Tian Zhou
Off-grid DOA estimation using improved root sparse Bayesian learning for non-uniform linear arrays. EURASIP J. Adv. Signal Process. 2023 (1) (2023)
Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmão, Mina Alibeigi, Jiajun Shen, Nicholas D. Lane
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning. ICCV (2023)
Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations. NeurIPS (2023)
Arthur Douillard, Qixuang Feng, Andrei A. Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, Marc'Aurelio Ranzato, Arthur Szlam, Jiajun Shen
DiLoCo: Distributed Low-Communication Training of Language Models. CoRR (2023)
Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmão, Mina Alibeigi, Jiajun Shen, Nicholas D. Lane
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning. CoRR (2023)
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmão, Nicholas D. Lane
Federated Self-supervised Learning for Video Understanding. CoRR (2022)
Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing. CoRR (2022)
Yi Cao, Zhen-Qun Yang, Xu-Lu Zhang, Wenqi Fan, Yaowei Wang, Jiajun Shen, Dong-Qing Wei, Qing Li, Xiao-Yong Wei
Identifying the kind behind SMILES - anatomical therapeutic chemical classification using structure-only representations. Briefings Bioinform. 23 (5) (2022)
Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang, Jiewen Yang, Zhe Jin, Andrew Beng Jin Teoh, Jiajun Shen
Abandoning the Bayer-Filter to See in the Dark. CVPR (2022)
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation. CIKM (2022)
Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuang Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, Diego de Las Casas, Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei A. Rusu, Razvan Pascanu, Marc'Aurelio Ranzato
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research. CoRR (2022)
Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing. ECCV (18) (2022)
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmão, Nicholas D. Lane
Federated Self-supervised Learning for Video Understanding. ECCV (31) (2022)
Yuyang Xie, Jianhong Wen, Kin Wai Lau, Yasar Abbas Ur Rehman, Jiajun Shen
What Should Be Equivariant In Self-Supervised Learning. CVPR Workshops (2022)
Jiajun Shen, Fulvio Gini, Maria Sabrina Greco, Tian Zhou
Statistical Analyses of Measured Forward-Looking Sonar Echo Data in a Shallow Water Environment. SAM (2022)
Fernando Julio Cendra, Lan Ma, Jiajun Shen, Xiaojuan Qi
SL3D: Self-supervised-Self-labeled 3D Recognition. CoRR (2022)
Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang, Jiewen Yang, Zhe Jin, Andrew Beng Jin Teoh, Jiajun Shen
Abandoning the Bayer-Filter to See in the Dark. CoRR (2022)
Tsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin
SUMSHINE: Scalable Unsupervised Multi-Source Heterogeneous Information Network Embeddings. ICKG (2022)
Xingbo Dong, Zhihui Miao, Lan Ma, Jiajun Shen, Zhe Jin, Zhenhua Guo, Andrew Beng Jin Teoh
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint. CoRR (2022)
Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi
Video Demoireing with Relation-Based Temporal Consistency. CoRR (2022)
Jiewen Yang, Xingbo Dong, Liujun Liu, Chao Zhang, Jiajun Shen, Dahai Yu
Recurring the Transformer for Video Action Recognition. CVPR (2022)
Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi
Video Demoiréing with Relation-Based Temporal Consistency. CVPR (2022)
Jiajun Shen
Parallelization of Machine Learning Algorithms Respectively on Single Machine and Spark. CoRR (2022)
Shoufa Chen, Peize Sun, Enze Xie, Chongjian Ge, Jiannan Wu, Lan Ma, Jiajun Shen, Ping Luo
Watch Only Once: An End-to-End Video Action Detection Framework. ICCV (2021)
Chenyang Xi, Bo Tang, Jiajun Shen, Xinfu Liu, Feiyu Xiong, Xueying Li
Interpretable performance analysis towards offline reinforcement learning: A dataset perspective. CoRR (2021)
Tian Zhou, Jie Huang, Weidong Du, Jiajun Shen, Weijia Yuan
2-D Deconvolved Conventional Beamforming for a Planar Array. Circuits Syst. Signal Process. 40 (11) (2021)
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
The Source-Target Domain Mismatch Problem in Machine Translation. EACL (2021)
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
Reinforced Meta-path Selection for Recommendation on Heterogeneous Information Networks. CoRR (2021)
Jiajun Shen, Xiangshen Ye, Dongqin Feng
A game-theoretic method for resilient control design in industrial multi-agent CPSs with Markovian and coupled dynamics. Int. J. Control 94 (11) (2021)
Jiajun Shen, Tian Zhou, Chao Xu, Wanyuan Zhang, Weidong Du
Localization for mixed far-field and near-field sources utilizing improved symmetric nested array. Digit. Signal Process. 107 (2020)
Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato
Revisiting Self-Training for Neural Sequence Generation. ICLR (2020)
Jiajun Shen, Wei Wang, Jinhu Lü, Chao Deng
Hierarchical Decomposition and Prescribed Performance Bound based Adaptive Control for Leader-Follower Formation of Uncertain Nonholonomic Mobile Robots. ICARCV (2020)
Lingfan Yu, Jiajun Shen, Jinyang Li, Adam Lerer
Scalable Graph Neural Networks for Heterogeneous Graphs. CoRR (2020)
Weijia Yuan, Tian Zhou, Jiajun Shen, Weidong Du, Bo Wei, Tianhao Wang
Correction Method for Magnitude and Phase Variations in Acoustic Arrays Based on Focused Beamforming. IEEE Trans. Instrum. Meas. 69 (9) (2020)
Jinyang Song, Feng Shen, Jiajun Shen
Sparse Array Design Exploiting the Augmented Conjugate Correlation Statistics for DOA Estimation. IEEE Access 8 (2020)
Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato
Revisiting Self-Training for Neural Sequence Generation. CoRR (2019)
Dongdong Peng, Tian Zhou, Chao Xu, Wanyuan Zhang, Jiajun Shen
Marginalized Point Mass Filter with Estimating Tidal Depth Bias for Underwater Terrain-Aided Navigation. J. Sensors 2019 (2019)
Muhammed O. Sayin, Chung-Wei Lin, Shinichi Shiraishi, Jiajun Shen, Tamer Basar
Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms. IEEE Trans. Intell. Transp. Syst. 20 (3) (2019)
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato
Facebook AI's WAT19 Myanmar-English Translation Task Submission. CoRR (2019)
Tian Zhou, Jiajun Shen, Jianjun Zhu, Wanyuan Zhang, Dongdong Peng
Beamforming interferometry bathymetry method based on multi-coprime sensor array. Int. J. Distributed Sens. Networks 15 (4) (2019)
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
The Source-Target Domain Mismatch Problem in Machine Translation. CoRR (2019)
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato
Facebook AI's WAT19 Myanmar-English Translation Task Submission. WAT@EMNLP-IJCNLP (2019)
Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich
Pytorch-BigGraph: A Large Scale Graph Embedding System. MLSys (2019)
Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alexander Peysakhovich
PyTorch-BigGraph: A Large-scale Graph Embedding System. CoRR (2019)
Jiajun Shen, Dongqin Feng
A game-theoretic method for cross-layer stochastic resilient control design in CPS. Int. J. Syst. Sci. 49 (4) (2018)
Jie Huang, Tian Zhou, Weidong Du, Jiajun Shen, Wanyuan Zhang
Smart Ocean: A New Fast Deconvolved Beamforming Algorithm for Multibeam Sonar. Sensors 18 (11) (2018)
Jiajun Shen, Xueli Fan, Qixin Wang
Underwater AUV localization with refraction consideration: WiP abstract. ICCPS (2018)
Jiajun Shen, Yali Amit
Deformable Classifiers. CoRR (2017)
Jiajun Shen, Dongqin Feng
Stackelberg Interdependent Security Game in Distributed and Hierarchical Cyber-Physical Systems. Secur. Commun. Networks 2017 (2017)
Jiajun Shen, Bin Xu, Mingtao Pei, Yunde Jia
A Tele-Presence Wheelchair for Elderly People. CoRR (2016)
Jiajun Shen, Bin Xu, Mingtao Pei, Yunde Jia
A low-cost tele-presence wheelchair system. IROS (2016)
Yunde Jia, Bin Xu, Jiajun Shen, Mingtao Pei, Zhen Dong, Jingyi Hou, Min Yang
Telepresence Interaction by Touching Live Video Images. CoRR (2015)
Min Yang, Mingtao Pei, Jiajun Shen, Yunde Jia
Robust Online Multi-object Tracking by Maximum a Posteriori Estimation with Sequential Trajectory Prior. ICONIP (1) (2015)
Jiajun Shen, Dongqin Feng
Vulnerability Analysis of Clock Synchronization Protocol Using Stochastic Petri Net. HPCC/CSS/ICESS (2014)
Zixu Guo, Jiajun Shen, Lei Xie, Xiaoqiang Chen, Hongye Su
Automatic detection of multiple oscillations by wavelet analysis. Comput. Electr. Eng. 40 (7) (2014)
Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Jiajun Shen, Tao Xie
Healing online service systems via mining historical issue repositories. ASE (2012)