Jiajun Shen

98 papers A* 11A 3C 4Journal 66Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
COMBA: Cross Batch Aggregation for Learning Large Graphs with Context Gating State Space Models.
CoRR
Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu
2026 J jnl
Latent Space Communication via K-V Cache Alignment.
CoRR
Lucio M. Dery, Zohar Yahav, Henry Prior, Qixuan Feng, Jiajun Shen, Arthur Szlam
2025 J jnl
A Dynamic Shortest Travel Time Path Planning Algorithm with an Overtaking Function Based on VANET.
Symmetry
Chunxiao Li, Changhao Fan, Mu Wang, Jiajun Shen, Jiang Liu
2025 J jnl
A Strategy for Improving Millimeter Wave Communication Reliability by Hybrid Network Considering Rainfall Attenuation.
Symmetry
Jiaqing Sun, Chunxiao Li, Junfeng Wei, Jiajun Shen
2025 J jnl
Adaptive safety with Control Barrier Functions and triggered Batch Least-Squares Identifier.
Autom.
Jiajun Shen, Wei Wang, Jing Zhou, Jinhu Lü
2025 — conf
CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction.
ACL (3)
Jiajun Shen, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao
2025 J jnl
Composite Learning Adaptive Safety Critical Control With Application to Adaptive Cruise of Intelligent Vehicles.
IEEE Trans. Ind. Electron.
Jiajun Shen, Yehui Liu, Wei Wang, Zhenqian Wang
2025 C conf
Dual State-space Fidelity Blade (D-STAB): A Novel Stealthy Cyber-physical Attack Paradigm.
ACC
Jiajun Shen, Hao Tu, Fengjun Li, Morteza Hashemi, Di Wu, Huazhen Fang
2025 J jnl
Dual State-space Fidelity Blade (D-STAB): A Novel Stealthy Cyber-physical Attack Paradigm.
CoRR
Jiajun Shen, Hao Tu, Fengjun Li, Morteza Hashemi, Di Wu, Huazhen Fang
2025 J jnl
FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding.
CoRR
Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen
2025 A* conf
HGEN: Heterogeneous Graph Ensemble Networks.
IJCAI
Jiajun Shen, Yufei Jin, Kaibu Feng, Yi He, Xingquan Zhu
2025 J jnl
HGEN: Heterogeneous Graph Ensemble Networks.
CoRR
Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu
2025 A* conf
LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation.
ICDM
Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu
2025 J jnl
LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation.
CoRR
Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu
2025 J jnl
Optimization of Autonomous Vehicle Safe Passage at Intersections Based on Crossing Risk Degree.
Symmetry
Jiajun Shen, Yu Wang, Haoyu Wang, Chunxiao Li
2025 J jnl
Optimizing Urban Intersection Management in Mixed Traffic Using Deep Reinforcement Learning and Genetic Algorithms.
IEEE Access
Jiajun Shen, Yu Wang, Haoyu Wang, Guanyu Fu, Zhipeng Zhou, Jingxin Dong
2025 J jnl
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch.
CoRR
Arthur Douillard, Yanislav Donchev, Keith Rush, Satyen Kale, Zachary Charles, Zachary Garrett, Gabriel Teston, Dave Lacey, Ross McIlroy, Jiajun Shen, Alexandre Ramé, Arthur Szlam, Marc'Aurelio Ranzato, Paul Barham
2025 J jnl
StrucADT: Generating Structure-Controlled 3D Point Clouds With Adjacency Diffusion Transformer.
IEEE Trans. Vis. Comput. Graph.
Zhenyu Shu, Jiajun Shen, Zhongui Chen, Xiaoguang Han, Shiqing Xin
2025 J jnl
StrucADT: Generating Structure-controlled 3D Point Clouds with Adjacency Diffusion Transformer.
CoRR
Zhenyu Shu, Jiajun Shen, Zhongui Chen, Xiaoguang Han, Shiqing Xin
2025 — conf
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation.
ACL (Findings)
Jiajun Shen, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao
2025 J jnl
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation.
CoRR
Jiajun Shen, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao
2024 A* conf
A Simple Recipe for Contrastively Pre-Training Video-First Encoders Beyond 16 Frames.
CVPR
Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joe Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh
2024 C conf
Adaptive Prescribed Performance Control with Performance-Triggered Batch Least-Squares Identifier.
ICARCV
Jiajun Shen, Zitong Bai, Wei Wang, Jing Zhou
2024 J jnl
Adaptive Safety with Control BarrierFunctions and Triggered Batch Least-Squares Identifier.
CoRR
Jiajun Shen, Wei Wang, Jing Zhou, Jinhu Lu
2024 J jnl
Asynchronous Local-SGD Training for Language Modeling.
CoRR
Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei A. Rusu, Jiajun Shen, Arthur Szlam, Marc'Aurelio Ranzato
2024 J jnl
Citekit: A Modular Toolkit for Large Language Model Citation Generation.
CoRR
Jiajun Shen, Tong Zhou, Suifeng Zhao, Yubo Chen, Kang Liu
2024 J jnl
Composite Learning Adaptive Control without Excitation Condition.
CoRR
Jiajun Shen, Wei Wang, Changyun Wen, Jinhu Lü
2024 J jnl
DiPaCo: Distributed Path Composition.
CoRR
Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev, Rachita Chhaparia, Ionel Gog, Marc'Aurelio Ranzato, Jiajun Shen, Arthur Szlam
2024 J jnl
Distance-Based Adaptive Formation Control With Guaranteed Collision Avoidance and Connectivity Maintenance.
IEEE Trans. Control. Netw. Syst.
Jiajun Shen, Wei Wang, Changyun Wen, Jiangshuai Huang
2024 — conf
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding.
ICASSP Workshops
Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen
2024 J jnl
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding.
CoRR
Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen
2024 — conf
Model-free Resilient Controller Design based on Incentive Feedback Stackelberg Game and Q-learning.
ICPS
Jiajun Shen, Fengjun Li, Morteza Hashemi, Huazhen Fang
2024 J jnl
Model-free Resilient Controller Design based on Incentive Feedback Stackelberg Game and Q-learning.
CoRR
Jiajun Shen, Fengjun Li, Morteza Hashemi, Huazhen Fang
2024 J jnl
Semi-Supervised 3D Shape Segmentation via Self Refining.
IEEE Trans. Image Process.
Zhenyu Shu, Teng Wu, Jiajun Shen, Shiqing Xin, Ligang Liu
2023 J jnl
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames.
CoRR
Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joseph Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh
2023 A* conf
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations.
NeurIPS
Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu
2023 J jnl
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations.
CoRR
Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu
2023 J jnl
DiLoCo: Distributed Low-Communication Training of Language Models.
CoRR
Arthur Douillard, Qixuang Feng, Andrei A. Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, Marc'Aurelio Ranzato, Arthur Szlam, Jiajun Shen
2023 A* conf
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning.
ICCV
Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmão, Mina Alibeigi, Jiajun Shen, Nicholas D. Lane
2023 J jnl
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning.
CoRR
Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmão, Mina Alibeigi, Jiajun Shen, Nicholas D. Lane
2023 J jnl
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime.
CoRR
Chuhan Zhang, Antoine Miech, Jiajun Shen, Jean-Baptiste Alayrac, Pauline Luc
2023 J jnl
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research.
J. Mach. Learn. Res.
Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuan 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
2023 J jnl
Off-grid DOA estimation using improved root sparse Bayesian learning for non-uniform linear arrays.
EURASIP J. Adv. Signal Process.
Jiajun Shen, Fulvio Gini, Maria Sabrina Greco, Tian Zhou
2023 C conf
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model.
ACC
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
2023 J jnl
On the Benefits of Leveraging Structural Information in Planning Over the Learned Model.
CoRR
Jiajun Shen, Kananart Kuwaranancharoen, Raid Ayoub, Pietro Mercati, Shreyas Sundaram
2023 J jnl
Reconstruct face from features based on genetic algorithm using GAN generator as a distribution constraint.
Comput. Secur.
Xingbo Dong, Zhihui Miao, Lan Ma, Jiajun Shen, Zhe Jin, Zhenhua Guo, Andrew Beng Jin Teoh
2023 J jnl
Source-Aware Embedding Training on Heterogeneous Information Networks.
CoRR
Tsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin
2023 J jnl
Source-Aware Embedding Training on Heterogeneous Information Networks.
Data Intell.
Tsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin
2022 A* conf
Abandoning the Bayer-Filter to See in the Dark.
CVPR
Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang, Jiewen Yang, Zhe Jin, Andrew Beng Jin Teoh, Jiajun Shen
2022 J jnl
Abandoning the Bayer-Filter to See in the Dark.
CoRR
Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang, Jiewen Yang, Zhe Jin, Andrew Beng Jin Teoh, Jiajun Shen
2022 A conf
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation.
CIKM
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
2022 — conf
Federated Self-supervised Learning for Video Understanding.
ECCV (31)
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmão, Nicholas D. Lane
2022 J jnl
Federated Self-supervised Learning for Video Understanding.
CoRR
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmão, Nicholas D. Lane
2022 J jnl
Identifying the kind behind SMILES - anatomical therapeutic chemical classification using structure-only representations.
Briefings Bioinform.
Yi Cao, Zhen-Qun Yang, Xu-Lu Zhang, Wenqi Fan, Yaowei Wang, Jiajun Shen, Dong-Qing Wei, Qing Li, Xiao-Yong Wei
2022 J jnl
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research.
CoRR
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
2022 J jnl
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint.
CoRR
Xingbo Dong, Zhihui Miao, Lan Ma, Jiajun Shen, Zhe Jin, Zhenhua Guo, Andrew Beng Jin Teoh
2022 A* conf
Recurring the Transformer for Video Action Recognition.
CVPR
Jiewen Yang, Xingbo Dong, Liujun Liu, Chao Zhang, Jiajun Shen, Dahai Yu
2022 J jnl
SL3D: Self-supervised-Self-labeled 3D Recognition.
CoRR
Fernando Julio Cendra, Lan Ma, Jiajun Shen, Xiaojuan Qi
2022 — conf
SUMSHINE: Scalable Unsupervised Multi-Source Heterogeneous Information Network Embeddings.
ICKG
Tsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin
2022 — conf
Statistical Analyses of Measured Forward-Looking Sonar Echo Data in a Shallow Water Environment.
SAM
Jiajun Shen, Fulvio Gini, Maria Sabrina Greco, Tian Zhou
2022 J jnl
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing.
CoRR
Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi
2022 — conf
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing.
ECCV (18)
Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi
2022 J jnl
Video Demoireing with Relation-Based Temporal Consistency.
CoRR
Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi
2022 A* conf
Video Demoiréing with Relation-Based Temporal Consistency.
CVPR
Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi
2022 — conf
What Should Be Equivariant In Self-Supervised Learning.
CVPR Workshops
Yuyang Xie, Jianhong Wen, Kin Wai Lau, Yasar Abbas Ur Rehman, Jiajun Shen
2021 J jnl
2-D Deconvolved Conventional Beamforming for a Planar Array.
Circuits Syst. Signal Process.
Tian Zhou, Jie Huang, Weidong Du, Jiajun Shen, Weijia Yuan
2021 J jnl
A game-theoretic method for resilient control design in industrial multi-agent CPSs with Markovian and coupled dynamics.
Int. J. Control
Jiajun Shen, Xiangshen Ye, Dongqin Feng
2021 J jnl
Interpretable performance analysis towards offline reinforcement learning: A dataset perspective.
CoRR
Chenyang Xi, Bo Tang, Jiajun Shen, Xinfu Liu, Feiyu Xiong, Xueying Li
2021 J jnl
Reinforced Meta-path Selection for Recommendation on Heterogeneous Information Networks.
CoRR
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
2021 A conf
The Source-Target Domain Mismatch Problem in Machine Translation.
EACL
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
2021 A* conf
Watch Only Once: An End-to-End Video Action Detection Framework.
ICCV
Shoufa Chen, Peize Sun, Enze Xie, Chongjian Ge, Jiannan Wu, Lan Ma, Jiajun Shen, Ping Luo
2020 J jnl
Correction Method for Magnitude and Phase Variations in Acoustic Arrays Based on Focused Beamforming.
IEEE Trans. Instrum. Meas.
Weijia Yuan, Tian Zhou, Jiajun Shen, Weidong Du, Bo Wei, Tianhao Wang
2020 C conf
Hierarchical Decomposition and Prescribed Performance Bound based Adaptive Control for Leader-Follower Formation of Uncertain Nonholonomic Mobile Robots.
ICARCV
Jiajun Shen, Wei Wang, Jinhu Lü, Chao Deng
2020 J jnl
Localization for mixed far-field and near-field sources utilizing improved symmetric nested array.
Digit. Signal Process.
Jiajun Shen, Tian Zhou, Chao Xu, Wanyuan Zhang, Weidong Du
2020 A* conf
Revisiting Self-Training for Neural Sequence Generation.
ICLR
Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato
2020 J jnl
Scalable Graph Neural Networks for Heterogeneous Graphs.
CoRR
Lingfan Yu, Jiajun Shen, Jinyang Li, Adam Lerer
2020 J jnl
Sparse Array Design Exploiting the Augmented Conjugate Correlation Statistics for DOA Estimation.
IEEE Access
Jinyang Song, Feng Shen, Jiajun Shen
2019 J jnl
Beamforming interferometry bathymetry method based on multi-coprime sensor array.
Int. J. Distributed Sens. Networks
Tian Zhou, Jiajun Shen, Jianjun Zhu, Wanyuan Zhang, Dongdong Peng
2019 — conf
Facebook AI's WAT19 Myanmar-English Translation Task Submission.
WAT@EMNLP-IJCNLP
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato
2019 J jnl
Facebook AI's WAT19 Myanmar-English Translation Task Submission.
CoRR
Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc'Aurelio Ranzato
2019 J jnl
Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms.
IEEE Trans. Intell. Transp. Syst.
Muhammed O. Sayin, Chung-Wei Lin, Shinichi Shiraishi, Jiajun Shen, Tamer Basar
2019 J jnl
Marginalized Point Mass Filter with Estimating Tidal Depth Bias for Underwater Terrain-Aided Navigation.
J. Sensors
Dongdong Peng, Tian Zhou, Chao Xu, Wanyuan Zhang, Jiajun Shen
2019 J jnl
PyTorch-BigGraph: A Large-scale Graph Embedding System.
CoRR
Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alexander Peysakhovich
2019 — conf
Pytorch-BigGraph: A Large Scale Graph Embedding System.
SysML
Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich
2019 J jnl
Revisiting Self-Training for Neural Sequence Generation.
CoRR
Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato
2019 J jnl
The Source-Target Domain Mismatch Problem in Machine Translation.
CoRR
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
2018 J jnl
A game-theoretic method for cross-layer stochastic resilient control design in CPS.
Int. J. Syst. Sci.
Jiajun Shen, Dongqin Feng
2018 J jnl
Smart Ocean: A New Fast Deconvolved Beamforming Algorithm for Multibeam Sonar.
Sensors
Jie Huang, Tian Zhou, Weidong Du, Jiajun Shen, Wanyuan Zhang
2018 — conf
Underwater AUV localization with refraction consideration: WiP abstract.
ICCPS
Jiajun Shen, Xueli Fan, Qixin Wang
2017 J jnl
Deformable Classifiers.
CoRR
Jiajun Shen, Yali Amit
2017 J jnl
Stackelberg Interdependent Security Game in Distributed and Hierarchical Cyber-Physical Systems.
Secur. Commun. Networks
Jiajun Shen, Dongqin Feng
2016 J jnl
A Tele-Presence Wheelchair for Elderly People.
CoRR
Jiajun Shen, Bin Xu, Mingtao Pei, Yunde Jia
2016 A conf
A low-cost tele-presence wheelchair system.
IROS
Jiajun Shen, Bin Xu, Mingtao Pei, Yunde Jia
2015 — conf
Robust Online Multi-object Tracking by Maximum a Posteriori Estimation with Sequential Trajectory Prior.
ICONIP (1)
Min Yang, Mingtao Pei, Jiajun Shen, Yunde Jia
2015 J jnl
Telepresence Interaction by Touching Live Video Images.
CoRR
Yunde Jia, Bin Xu, Jiajun Shen, Mingtao Pei, Zhen Dong, Jingyi Hou, Min Yang
2014 J jnl
Automatic detection of multiple oscillations by wavelet analysis.
Comput. Electr. Eng.
Zixu Guo, Jiajun Shen, Lei Xie, Xiaoqiang Chen, Hongye Su
2014 — conf
Vulnerability Analysis of Clock Synchronization Protocol Using Stochastic Petri Net.
HPCC/CSS/ICESS
Jiajun Shen, Dongqin Feng
2012 A* conf
Healing online service systems via mining historical issue repositories.
ASE
Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Jiajun Shen, Tao Xie