A Posterior-Based Method for Markov Logic Networks Parameters Learning. - Shuyang Sun; Jianzhong Chen; Dayou Liu; Chengmin Sun (IEEE ICCI, 2006)

Algorithm Studies of Rules Generation in CORS. - Chengmin Sun; Dayou Liu; Chunxiao Fu; Shuyang Sun (IEEE ICCI, 2006)

Co-hierarchical analysis of shape structures. - Oliver van Kaick; Kai Xu 004; Hao Zhang 002; Yanzhen Wang; Shuyang Sun; Ariel Shamir; Daniel Cohen-Or (ACM Trans. Graph., 2013)

A comprehensive concept map for adequate protection and effective management of personal information in networked Chinese services. - Xiaomi An; Wenlin Bai; Hepu Deng; Shuyang Sun; Yu Dong; Wenrui Zhong; Jufang Hu (Electron. Libr., 2015)

Readiness Assessment of Open Government Data Programs: A Case of Shenzhen. - Yanhua Hu; Xianyang Bai; Shuyang Sun (DG.O, 2016)

A knowledge management framework for effective integration of national archives resources in China. - Xiaomi An; Wenlin Bai; Hepu Deng; Shuyang Sun; Wenrui Zhong; Yu Dong (J. Documentation, 2016)

Spindle Net: Person Re-identification with Human Body Region Guided Feature Decomposition and Fusion. - Haiyu Zhao; Maoqing Tian; Shuyang Sun; Jing Shao; Junjie Yan; Shuai Yi; Xiaogang Wang 001; Xiaoou Tang (CVPR, 2017)

Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition. - Shuyang Sun; Zhanghui Kuang; Lu Sheng; Wanli Ouyang; Wei Zhang 010 (CVPR, 2018)

FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction. - Shuyang Sun; Jiangmiao Pang; Jianping Shi; Shuai Yi; Wanli Ouyang (NeurIPS, 2018)

Hybrid Task Cascade for Instance Segmentation. - Kai Chen 026; Jiangmiao Pang; Jiaqi Wang 003; Yu Xiong; Xiaoxiao Li; Shuyang Sun; Wansen Feng; Ziwei Liu 002; Jianping Shi; Wanli Ouyang; Chen Change Loy; Dahua Lin (CVPR, 2019)

Robust Multi-Modality Multi-Object Tracking. - Wenwei Zhang; Hui Zhou 005; Shuyang Sun; Zhe Wang 006; Jianping Shi; Chen Change Loy (ICCV, 2019)

MMDetection: Open MMLab Detection Toolbox and Benchmark. - Kai Chen 026; Jiaqi Wang 003; Jiangmiao Pang; Yuhang Cao; Yu Xiong; Xiaoxiao Li; Shuyang Sun; Wansen Feng; Ziwei Liu 002; Jiarui Xu; Zheng Zhang 023; Dazhi Cheng; et al. (CoRR, 2019)

Exploring the Hierarchy in Relation Labels for Scene Graph Generation. - Yi Zhou; Shuyang Sun; Chao Zhang; Yikang Li 002; Wanli Ouyang (CoRR, 2020)

Learning to Sample the Most Useful Training Patches from Images. - Shuyang Sun; Liang Chen; Gregory G. Slabaugh; Philip H. S. Torr (CoRR, 2020)

Aggregation with Feature Detection. - Shuyang Sun; Xiaoyu Yue; Xiaojuan Qi 001; Wanli Ouyang; Victor Prisacariu; Philip H. S. Torr (ICCV, 2021)

Vision Transformer with Progressive Sampling. - Xiaoyu Yue; Shuyang Sun; Zhanghui Kuang; Meng Wei; Philip H. S. Torr; Wayne Zhang 001; Dahua Lin (ICCV, 2021)

Visual Parser: Representing Part-whole Hierarchies with Transformers. - Shuyang Sun; Xiaoyu Yue; Song Bai 001; Philip H. S. Torr (CoRR, 2021)

TransMix: Attend to Mix for Vision Transformers. - Jieneng Chen; Shuyang Sun; Ju He; Philip H. S. Torr; Alan L. Yuille; Song Bai 001 (CVPR, 2022)

Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability. - Ruifei He; Shuyang Sun; Jihan Yang; Song Bai 001; Xiaojuan Qi 001 (CVPR, 2022)

Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation. - Yi Zhou 020; Hui Zhang 093; Hana Lee; Shuyang Sun; Pingjun Li; Yangguang Zhu; ByungIn Yoo; Xiaojuan Qi 001; Jae-Joon Han (CVPR, 2022)

LUMix: Improving Mixup by Better Modelling Label Uncertainty. - Shuyang Sun; Jieneng Chen; Ruifei He; Alan L. Yuille; Philip H. S. Torr; Song Bai 001 (CoRR, 2022)

OxfordTVG-HIC: Can Machine Make Humorous Captions from Images? - Runjia Li; Shuyang Sun; Mohamed Elhoseiny; Philip H. S. Torr (ICCV, 2023)

Is Synthetic Data from Generative Models Ready for Image Recognition? - Ruifei He; Shuyang Sun; Xin Yu 004; Chuhui Xue; Wenqing Zhang; Philip H. S. Torr; Song Bai 001; Xiaojuan Qi 001 (ICLR, 2023)

ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation. - Shuyang Sun; Weijun Wang; Andrew G. Howard; Qihang Yu; Philip H. S. Torr; Liang-Chieh Chen (NeurIPS, 2023)

Patch-Based Separable Transformer for Visual Recognition. - Shuyang Sun; Xiaoyu Yue; Hengshuang Zhao; Philip H. S. Torr; Song Bai 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor. - Shuyang Sun; Runjia Li; Philip Torr 001; Xiuye Gu; Siyang Li 002 (CVPR, 2024)

Real-Fake: Effective Training Data Synthesis Through Distribution Matching. - Jianhao Yuan; Jie Zhang 050; Shuyang Sun; Philip Torr 001; Bo Zhao 037 (ICLR, 2024)

RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Multi-Modal Large Language Model Learning. - Jianhao Yuan; Shuyang Sun; Daniel Omeiza; Bo Zhao 037; Paul Newman 001; Lars Kunze; Matthew Gadd (Robotics: Science and Systems, 2024)

RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model. - Jianhao Yuan; Shuyang Sun; Daniel Omeiza; Bo Zhao 037; Paul Newman 001; Lars Kunze; Matthew Gadd (CoRR, 2024)

SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model. - Bin Cao; Jianhao Yuan; Yexin Liu; Jian Li; Shuyang Sun; Jing Liu 001; Bo Zhao 037 (CoRR, 2024)

Diffusion Models Need Visual Priors for Image Generation. - Xiaoyu Yue; Zidong Wang 004; Zeyu Lu; Shuyang Sun; Meng Wei; Wanli Ouyang; Lei Bai 001; Luping Zhou (CoRR, 2024)

kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies. - Zhongrui Gui; Shuyang Sun; Runjia Li; Jianhao Yuan; Zhaochong An; Karsten Roth; Ameya Prabhu; Philip Torr 001 (Trans. Mach. Learn. Res., 2024)

DreamBeast: Distilling 3D Fantastical Animals with Part-Aware Knowledge Transfer. - Runjia Li; Junlin Han; Luke Melas-Kyriazi; Chunyi Sun; Zhaochong An; Zhongrui Gui; Shuyang Sun; Philip Torr 001; Tomas Jakab (3DV, 2025)

Vehicular Communication Security: Multi-Channel and Multi-Factor Authentication. - Marco De Vincenzi 001; Shuyang Sun; Chen Bo Calvin Zhang; Manuel Garcia; Shaozu Ding; Chiara Bodei; Ilaria Matteucci; Sanjay E. Sarma; Dajiang Suo (CoRR, 2025)

CyberV: Cybernetics for Test-time Scaling in Video Understanding. - Jiahao Meng; Shuyang Sun; Yue Tan; Lu Qi; Yunhai Tong; Xiangtai Li; Longyin Wen (CoRR, 2025)