| 2025 | ACL | CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction. | Jiajun Shen, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao |
| 2025 | ACL | Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation. | Jiajun Shen, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao |
| 2025 | ICDM | LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation. | Jiajun Shen, Yufei Jin, Yi He, Xingquan Zhu |
| 2025 | IJCAI | HGEN: Heterogeneous Graph Ensemble Networks. | Jiajun Shen, Yufei Jin, Kaibu Feng, Yi He, Xingquan Zhu |
| 2024 | CVPR | A Simple Recipe for Contrastively Pre-Training Video-First Encoders Beyond 16 Frames. | Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak, Justin Chiu, Joe Heyward, Viorica Patraucean, Jiajun Shen, Antoine Miech, Andrew Zisserman, Aida Nematzadeh |
| 2024 | ICARCV | Adaptive Prescribed Performance Control with Performance-Triggered Batch Least-Squares Identifier. | Jiajun Shen, Zitong Bai, Wei Wang, Jing Zhou |
| 2024 | ICASSP | Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding. | Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen |
| 2023 | ICCV | L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning. | Yasar Abbas Ur Rehman, Yan Gao, Pedro Porto Buarque de Gusmo, Mina Alibeigi, Jiajun Shen, Nicholas D. Lane |
| 2022 | CIKM | Automatic Meta-Path Discovery for Effective Graph-Based Recommendation. | Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang |
| 2022 | CVPR | Video Demoiring with Relation-Based Temporal Consistency. | Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi |
| 2022 | CVPR | Abandoning the Bayer-Filter to See in the Dark. | Xingbo Dong, Wanyan Xu, Zhihui Miao, Lan Ma, Chao Zhang, Jiewen Yang, Zhe Jin, Andrew Beng Jin Teoh, Jiajun Shen |
| 2022 | CVPR | What Should Be Equivariant In Self-Supervised Learning. | Yuyang Xie, Jianhong Wen, Kin Wai Lau, Yasar Abbas Ur Rehman, Jiajun Shen |
| 2022 | CVPR | Recurring the Transformer for Video Action Recognition. | Jiewen Yang, Xingbo Dong, Liujun Liu, Chao Zhang, Jiajun Shen, Dahai Yu |
| 2022 | ECCV | Federated Self-supervised Learning for Video Understanding. | Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmo, Nicholas D. Lane |
| 2022 | ECCV | Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiring. | Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi |
| 2021 | EACL | The Source-Target Domain Mismatch Problem in Machine Translation. | Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato |
| 2021 | ICCV | Watch Only Once: An End-to-End Video Action Detection Framework. | Shoufa Chen, Peize Sun, Enze Xie, Chongjian Ge, Jiannan Wu, Lan Ma, Jiajun Shen, Ping Luo |
| 2020 | ICARCV | Hierarchical Decomposition and Prescribed Performance Bound based Adaptive Control for Leader-Follower Formation of Uncertain Nonholonomic Mobile Robots. | Jiajun Shen, Wei Wang, Jinhu L, Chao Deng |
| 2020 | ICLR | Revisiting Self-Training for Neural Sequence Generation. | Junxian He, Jiatao Gu, Jiajun Shen, Marc'Aurelio Ranzato |
| 2016 | IROS | A low-cost tele-presence wheelchair system. | Jiajun Shen, Bin Xu, Mingtao Pei, Yunde Jia |
| 2015 | ICONIP | Robust Online Multi-object Tracking by Maximum a Posteriori Estimation with Sequential Trajectory Prior. | Min Yang, Mingtao Pei, Jiajun Shen, Yunde Jia |
| 2014 | HPCC | Vulnerability Analysis of Clock Synchronization Protocol Using Stochastic Petri Net. | Jiajun Shen, Dongqin Feng |