Bayesian CycleGAN via Marginalizing Latent Sampling. - Haoran You; Yu Cheng 001; Tianheng Cheng; Chun-Liang Li; Pan Zhou 001 (CoRR, 2018)

An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning. - Ji Zhang 010; Yu Liu 040; Ke Zhou 001; Guoliang Li 001; Zhili Xiao; Bin Cheng; Jiashu Xing; Yangtao Wang; Tianheng Cheng; Li Liu 014; Minwei Ran; Zekang Li (SIGMOD Conference, 2019)

High-Resolution Representations for Labeling Pixels and Regions. - Ke Sun 009; Yang Zhao 019; Borui Jiang; Tianheng Cheng; Bin Xiao 004; Dong Liu 002; Yadong Mu; Xinggang Wang; Wenyu Liu 001; Jingdong Wang 001 (CoRR, 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)

Boundary-Preserving Mask R-CNN. - Tianheng Cheng; Xinggang Wang; Lichao Huang; Wenyu Liu 001 (ECCV (14), 2020)

Deep High-Resolution Representation Learning for Visual Recognition. - Jingdong Wang 001; Ke Sun 009; Tianheng Cheng; Borui Jiang; Chaorui Deng; Yang Zhao 019; Dong Liu 002; Yadong Mu; Mingkui Tan; Xinggang Wang; Wenyu Liu 001; Bin Xiao 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling. - Haoran You; Yu Cheng 001; Tianheng Cheng; Chun-Liang Li; Pan Zhou 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation. - Zhi Liu; Shaoyu Chen; Xiaojie Guo 001; Xinggang Wang; Tianheng Cheng; Hongmei Zhu; Qian Zhang 009; Wenyu Liu 001; Yi Zhang (CoRL, 2022)

AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception. - Shaoyu Chen; Xinggang Wang; Tianheng Cheng; Wenqiang Zhang; Qian Zhang 009; Chang Huang; Wenyu Liu 001 (CVPR, 2022)

Sparse Instance Activation for Real-Time Instance Segmentation. - Tianheng Cheng; Xinggang Wang; Shaoyu Chen; Wenqiang Zhang; Qian Zhang 009; Chang Huang; Zhaoxiang Zhang 001; Wenyu Liu 001 (CVPR, 2022)

Knowledge Mining with Scene Text for Fine-Grained Recognition. - Hao Wang 207; Junchao Liao; Tianheng Cheng; Zewen Gao; Hao Liu 003; Bo Ren 002; Xiang Bai; Wenyu Liu 001 (CVPR, 2022)

Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer. - Shaoyu Chen; Tianheng Cheng; Xinggang Wang; Wenming Meng; Qian Zhang 009; Wenyu Liu 001 (CoRR, 2022)

Featurized Query R-CNN. - Wenqiang Zhang; Tianheng Cheng; Xinggang Wang; Shaoyu Chen; Qian Zhang 009; Wenyu Liu 001 (CoRR, 2022)

Polar Parametrization for Vision-based Surround-View 3D Detection. - Shaoyu Chen; Xinggang Wang; Tianheng Cheng; Qian Zhang 009; Chang Huang; Wenyu Liu 001 (CoRR, 2022)

Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction. - Bo Jiang 011; Shaoyu Chen; Xinggang Wang; Bencheng Liao; Tianheng Cheng; Jiajie Chen; Helong Zhou; Qian Zhang 009; Wenyu Liu 001; Chang Huang (CoRR, 2022)

BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation. - Tianheng Cheng; Xinggang Wang; Shaoyu Chen; Qian Zhang 009; Wenyu Liu 001 (CVPR, 2023)

MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction. - Bencheng Liao; Shaoyu Chen; Xinggang Wang; Tianheng Cheng; Qian Zhang 009; Wenyu Liu 001; Chang Huang (ICLR, 2023)

TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors. - Shaoyu Chen; Tianheng Cheng; Jiemin Fang; Qian Zhang 009; Yuan Li; Wenyu Liu 001; Xinggang Wang (CoRR, 2023)

VMA: Divide-and-Conquer Vectorized Map Annotation System for Large-Scale Driving Scene. - Shaoyu Chen; Yunchi Zhang; Bencheng Liao; Jiafeng Xie; Tianheng Cheng; Wei Sui; Qian Zhang 009; Chang Huang; Wenyu Liu 001; Xinggang Wang (CoRR, 2023)

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration. - Jiaqi Ma 002; Tianheng Cheng; Guoli Wang 004; Qian Zhang 009; Xinggang Wang; Lefei Zhang (CoRR, 2023)

Symphonize 3D Semantic Scene Completion with Contextual Instance Queries. - Haoyi Jiang; Tianheng Cheng; Naiyu Gao; Haoyang Zhang; Wenyu Liu 001; Xinggang Wang (CoRR, 2023)

TinyDet: accurately detecting small objects within 1 GFLOPs. - Shaoyu Chen; Tianheng Cheng; Jiemin Fang; Qian Zhang 009; Yuan Li; Wenyu Liu 001; Xinggang Wang (Sci. China Inf. Sci., 2023)

MobileInst: Video Instance Segmentation on the Mobile. - Renhong Zhang; Tianheng Cheng; Shusheng Yang; Haoyi Jiang; Shuai Zhang; Jiancheng Lyu; Xin Li 034; Xiaowen Ying; Dashan Gao 001; Wenyu Liu 001; Xinggang Wang (AAAI, 2024)

YOLO-World: Real-Time Open-Vocabulary Object Detection. - Tianheng Cheng; Lin Song 002; Yixiao Ge; Wenyu Liu 001; Xinggang Wang; Ying Shan (CVPR, 2024)

Symphonize 3D Semantic Scene Completion with Contextual Instance Queries. - Haoyi Jiang; Tianheng Cheng; Naiyu Gao; Haoyang Zhang; Tianwei Lin; Wenyu Liu 001; Xinggang Wang (CVPR, 2024)

Lane Graph as Path: Continuity-Preserving Path-Wise Modeling for Online Lane Graph Construction. - Bencheng Liao; Shaoyu Chen; Bo Jiang 011; Tianheng Cheng; Qian Zhang 009; Wenyu Liu 001; Chang Huang; Xinggang Wang (ECCV (44), 2024)

Occupancy as Set of Points. - Yiang Shi; Tianheng Cheng; Qian Zhang 009; Wenyu Liu 001; Xinggang Wang (ECCV (61), 2024)

EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model. - Yuxuan Zhang; Tianheng Cheng; Rui Hu; Lei Liu 049; Heng Liu; Longjin Ran; Xiaoxin Chen 001; Wenyu Liu 001; Xinggang Wang (CoRR, 2024)

Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation. - Yongkang Li; Tianheng Cheng; Wenyu Liu 001; Xinggang Wang (CoRR, 2024)

Learning accurate monocular 3D voxel representation via bilateral voxel transformer. - Tianheng Cheng; Haoyi Jiang; Shaoyu Chen; Bencheng Liao; Qian Zhang 009; Wenyu Liu 001; Xinggang Wang (Image Vis. Comput., 2024)

GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding. - Haoyi Jiang; Liu Liu; Tianheng Cheng; Xinjie Wang; Tianwei Lin; Zhizhong Su; Wenyu Liu 001; Xinggang Wang (CVPR, 2025)

Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation. - Yongkang Li; Tianheng Cheng; Bin Feng 001; Wenyu Liu 001; Xinggang Wang (CVPR, 2025)

ControlAR: Controllable Image Generation with Autoregressive Models. - Zongming Li; Tianheng Cheng; Shoufa Chen; Peize Sun; Haocheng Shen; Longjin Ran; Xiaoxin Chen 001; Wenyu Liu 001; Xinggang Wang (ICLR, 2025)

PolarDETR: Polar Parametrization for vision-based surround-view 3D detection. - Shaoyu Chen; Xinggang Wang; Tianheng Cheng; Qian Zhang 009; Chang Huang; Wenyu Liu 001 (Image Vis. Comput., 2025)

Cross-layer attentive feature upsampling for low-latency semantic segmentation. - Tianheng Cheng; Xinggang Wang; Junchao Liao; Wenyu Liu 001 (Mach. Vis. Appl., 2025)

Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation. - Bencheng Liao; Hongyuan Tao; Qian Zhang; Tianheng Cheng; Yingyue Li; Haoran Yin; Wenyu Liu 001; Xinggang Wang (CoRR, 2025)

GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding. - Rui Hu; Lianghui Zhu; Yuxuan Zhang; Tianheng Cheng; Lei Liu 049; Heng Liu; Longjin Ran; Xiaoxin Chen 001; Wenyu Liu 001; Xinggang Wang (CoRR, 2025)

WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation. - Lianghui Zhu; Xinggang Wang; Jiapei Feng; Tianheng Cheng; Yingyue Li; Bo Jiang 011; Dingwen Zhang; Junwei Han 001 (Int. J. Comput. Vis., 2025)

Seed1.5-VL Technical Report. - Dong Guo; Faming Wu; Feida Zhu 005; Fuxing Leng; Guang Shi; Haobin Chen; Haoqi Fan 001; Jian Wang; Jianyu Jiang; Jiawei Wang; Jingji Chen; Jingjia Huang; et al. (CoRR, 2025)

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World. - Xiangtai Li; Tao Zhang 042; Yanwei Li; Haobo Yuan; Shihao Chen; Yikang Zhou; Jiahao Meng; Yueyi Sun; Shilin Xu 001; Lu Qi; Tianheng Cheng; Yi Lin; et al. (CoRR, 2025)

LENS: Learning to Segment Anything with Unified Reinforced Reasoning. - Lianghui Zhu; Bin Ouyang; Yuxuan Zhang; Tianheng Cheng; Rui Hu; Haocheng Shen; Longjin Ran; Xiaoxin Chen 001; Li Yu; Wenyu Liu 001; Xinggang Wang (CoRR, 2025)