Jiajun Shen

Most-cited papers

PyTorch-BigGraph: A Large-scale Graph Embedding System
A. Lerer, Ledell Yu Wu, Jiajun Shen, Timothée Lacroix +3 more
2019USENIX workshop on Tackling computer systems problems with machine learning techniques426 citations
Semantic Scholar
Revisiting Self-Training for Neural Sequence Generation
Junxian He, Jiatao Gu, Jiajun Shen, M. Ranzato
2019International Conference on Learning Representations302 citations
Semantic Scholar
Recurring the Transformer for Video Action Recognition
Jie Yang, Xing-Bo Dong, Liu-Jun Liu, Chaofu Zhang +2 more
2022Computer Vision and Pattern Recognition115 citations
Semantic Scholar
Watch Only Once: An End-to-End Video Action Detection Framework
Shoufa Chen, Pei Sun, En-Ze Xie, Chongjian Ge +4 more
2021IEEE International Conference on Computer Vision75 citations
Semantic Scholar
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing
Xin Yu, Peng Dai, Wen-Bo Li, Lan Ma +3 more
2022European Conference on Computer Vision70 citations Open access
Semantic Scholar
Abandoning the Bayer-Filter to See in the Dark
Xing-Bo Dong, Wanyang Xu, Zhihui Miao, Lan Ma +5 more
2022Computer Vision and Pattern Recognition69 citations Open access
Semantic Scholar
Scalable Graph Neural Networks for Heterogeneous Graphs
Lingfan Yu, Jiajun Shen, Jin-Yang Li, A. Lerer
2020arXiv.org66 citations
Semantic Scholar
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning
Yasar Abbas Ur Rehman, Yan Gao, Pedro Gusmão, Mina Alibeigi +2 more
2023IEEE International Conference on Computer Vision55 citations Open access
Semantic Scholar
Video Demoiréing with Relation-Based Temporal Consistency
Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang +4 more
2022Computer Vision and Pattern Recognition43 citations
Semantic Scholar
Reconstruct face from features based on genetic algorithm using GAN generator as a distribution constraint
Xing-Bo Dong, Zhihui Miao, Lan Ma, Jiajun Shen +3 more
2022Computers & security33 citations
Semantic Scholar
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar +6 more
2021International Conference on Information and Knowledge Management30 citations Open access
Semantic Scholar
Facebook AI’s WAT19 Myanmar-English Translation Task Submission
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary +4 more
2019Conference on Empirical Methods in Natural Language Processing30 citations Open access
Semantic Scholar
The Source-Target Domain Mismatch Problem in Machine Translation
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He +4 more
2019Conference of the European Chapter of the Association for Computational Linguistics28 citations Open access
Semantic Scholar
Federated Self-supervised Learning for Video Understanding
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, P. P. B. de Gusmão +1 more
2022European Conference on Computer Vision27 citations Open access
Semantic Scholar
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki +16 more
2022arXiv.org23 citations Open access
Semantic Scholar
What Should Be Equivariant In Self-Supervised Learning
Yu-Yang Xie, Jia-Wei Wen, Kin-Wai Lau, Yasar Abbas Ur Rehman +1 more
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)19 citations
Semantic Scholar
Identifying the kind behind SMILES - anatomical therapeutic chemical classification using structure-only representations
Yi Cao, Zhen-Qun Yang, Xulu Zhang, Wenqi Fan +5 more
2022Briefings Bioinform.15 citations
Semantic Scholar
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint
Xing-Bo Dong, Zhihui Miao, Lan Ma, Jiajun Shen +3 more
2022arXiv.org8 citations Open access
Semantic Scholar
Source-Aware Embedding Training on Heterogeneous Information Networks
Tsai Hor Chan, Chi-Ho Wong, Jiajun Shen, Guosheng Yin
2023Data Intelligence7 citations Open access
Semantic Scholar
SL3D: Self-supervised-Self-labeled 3D Recognition
Fernando Julio Cendra, Lan Ma, Jiajun Shen, Xiaojuan Qi
2022arXiv.org4 citations Open access
Semantic Scholar
P‐104: Graph‐Based AI Workflow for OLED Materials Discovery
Wei Xu, Jiajun Shen, Han Chen, Ruifeng He +4 more
2023SID Symposium Digest of Technical Papers3 citations
Semantic Scholar
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime
Chu-Han Zhang, Antoine Miech, Jiajun Shen, Jean-Baptiste Alayrac +1 more
2023arXiv.org3 citations Open access
Semantic Scholar
Interpretable performance analysis towards offline reinforcement learning: A dataset perspective
Chenyang Xi, Bo Tang, Jiajun Shen, Xinfu Liu +2 more
2021arXiv.org2 citations
Semantic Scholar
Reinforced Meta-path Selection for Recommendation on Heterogeneous Information Networks
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar +5 more
2021arXiv.org1 citations
Semantic Scholar
Supplementary for Recurring the Transformer for Video Action Recognition
Jie Yang, Xing-Bo Dong, Liu-Jun Liu, Chaofu Zhang +2 more
20220 citations
Semantic Scholar
SUMSHINE: Scalable Unsupervised Multi-Source Heterogeneous Information Network Embeddings
Tsai Hor Chan, Chi-Ho Wong, Jiajun Shen, Guosheng Yin
20222022 IEEE International Conference on Knowledge Graph (ICKG)0 citations
Semantic Scholar
Transformation Invariance and Equivariance In Deep Learning
Jiajun Shen
20170 citations
Semantic Scholar
Deformable Classifiers
Jiajun Shen, Y. Amit
2017Quarterly of Applied Mathematics0 citations Open access
Semantic Scholar