Mariana: Tencent Deep Learning Platform and its Applications. - Yongqiang Zou; Xing Jin; Yi Li; Zhimao Guo; Eryu Wang; Bin Xiao 004 (Proc. VLDB Endow., 2014)

Simple Baselines for Human Pose Estimation and Tracking. - Bin Xiao 004; Haiping Wu; Yichen Wei (ECCV (6), 2018)

Deep High-Resolution Representation Learning for Human Pose Estimation. - Ke Sun 009; Bin Xiao 004; Dong Liu 002; Jingdong Wang 001 (CVPR, 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)

Bottom-up Higher-Resolution Networks for Multi-Person Pose Estimation. - Bowen Cheng; Bin Xiao 004; Jingdong Wang 001; Honghui Shi; Thomas S. Huang; Lei Zhang 001 (CoRR, 2019)

3D Human Pose Estimation via Explicit Compositional Depth Maps. - Haiping Wu; Bin Xiao 004 (AAAI, 2020)

HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation. - Bowen Cheng; Bin Xiao 004; Jingdong Wang 001; Honghui Shi; Thomas S. Huang; Lei Zhang 001 (CVPR, 2020)

Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates. - Ke Sun 009; Zigang Geng; Depu Meng; Bin Xiao 004; Dong Liu 002; Zhaoxiang Zhang 001; Jingdong Wang 001 (CoRR, 2020)

Dynamic Head: Unifying Object Detection Heads With Attentions. - Xiyang Dai; Yinpeng Chen; Bin Xiao 004; Dongdong Chen 001; Mengchen Liu; Lu Yuan; Lei Zhang 001 (CVPR, 2021)

Bottom-Up Human Pose Estimation via Disentangled Keypoint Regression. - Zigang Geng; Ke Sun 009; Bin Xiao 004; Zhaoxiang Zhang 001; Jingdong Wang 001 (CVPR, 2021)

Lite-HRNet: A Lightweight High-Resolution Network. - Changqian Yu; Bin Xiao 004; Changxin Gao; Lu Yuan; Lei Zhang 001; Nong Sang; Jingdong Wang 001 (CVPR, 2021)

CvT: Introducing Convolutions to Vision Transformers. - Haiping Wu; Bin Xiao 004; Noel Codella; Mengchen Liu; Xiyang Dai; Lu Yuan; Lei Zhang 001 (ICCV, 2021)

Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding. - Pengchuan Zhang; Xiyang Dai; Jianwei Yang; Bin Xiao 004; Lu Yuan; Lei Zhang 001; Jianfeng Gao 001 (ICCV, 2021)

Focal Attention for Long-Range Interactions in Vision Transformers. - Jianwei Yang; Chunyuan Li; Pengchuan Zhang; Xiyang Dai; Bin Xiao 004; Lu Yuan; Jianfeng Gao 001 (NeurIPS, 2021)

Focal Self-attention for Local-Global Interactions in Vision Transformers. - Jianwei Yang; Chunyuan Li; Pengchuan Zhang; Xiyang Dai; Bin Xiao 004; Lu Yuan; Jianfeng Gao 001 (CoRR, 2021)

Florence: A New Foundation Model for Computer Vision. - Lu Yuan; Dongdong Chen 001; Yi-Ling Chen; Noel Codella; Xiyang Dai; Jianfeng Gao 001; Houdong Hu; Xuedong Huang 001; Boxin Li; Chunyuan Li; Ce Liu 001; Mengchen Liu; et al. (CoRR, 2021)

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)

Unified Contrastive Learning in Image-Text-Label Space. - Jianwei Yang; Chunyuan Li; Pengchuan Zhang; Bin Xiao 004; Ce Liu 001; Lu Yuan; Jianfeng Gao 001 (CVPR, 2022)

MiniViT: Compressing Vision Transformers with Weight Multiplexing. - Jinnian Zhang; Houwen Peng; Kan Wu; Mengchen Liu; Bin Xiao 004; Jianlong Fu; Lu Yuan (CVPR, 2022)

DaViT: Dual Attention Vision Transformers. - Mingyu Ding; Bin Xiao 004; Noel Codella; Ping Luo 002; Jingdong Wang 001; Lu Yuan (ECCV (24), 2022)

TinyViT: Fast Pretraining Distillation for Small Vision Transformers. - Kan Wu; Jinnian Zhang; Houwen Peng; Mengchen Liu; Bin Xiao 004; Jianlong Fu; Lu Yuan (ECCV (21), 2022)

Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. - Haoxuan You; Luowei Zhou; Bin Xiao 004; Noel Codella; Yu Cheng 001; Ruochen Xu; Shih-Fu Chang; Lu Yuan (ECCV (27), 2022)

Efficient Self-supervised Vision Transformers for Representation Learning. - Chunyuan Li; Jianwei Yang; Pengchuan Zhang; Mei Gao; Bin Xiao 004; Xiyang Dai; Lu Yuan; Jianfeng Gao 001 (ICLR, 2022)

CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks. - Zhecan Wang; Noel Codella; Yen-Chun Chen 001; Luowei Zhou; Jianwei Yang; Xiyang Dai; Bin Xiao 004; Haoxuan You; Shih-Fu Chang; Lu Yuan (CoRR, 2022)

Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks. - Zhecan Wang; Noel Codella; Yen-Chun Chen 001; Luowei Zhou; Xiyang Dai; Bin Xiao 004; Jianwei Yang; Haoxuan You; Kai-Wei Chang; Shih-Fu Chang; Lu Yuan (CoRR, 2022)

i-Code: An Integrative and Composable Multimodal Learning Framework. - Ziyi Yang; Yuwei Fang; Chenguang Zhu 001; Reid Pryzant; Dongdong Chen 001; Yu Shi 001; Yichong Xu; Yao Qian; Mei Gao; Yi-Ling Chen; Liyang Lu; Yujia Xie; et al. (AAAI, 2023)

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. - Kan Wu; Houwen Peng; Zhenghong Zhou; Bin Xiao 004; Mengchen Liu; Lu Yuan; Hong Xuan; Michael Valenzuela; Xi Stephen Chen; Xinggang Wang; Hongyang Chao; Han Hu 001 (ICCV, 2023)

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. - Ziyi Yang; Mahmoud Khademi; Yichong Xu; Reid Pryzant; Yuwei Fang; Chenguang Zhu 001; Dongdong Chen 001; Yao Qian; Mei Gao; Yi-Ling Chen; Robert Gmyr; Naoyuki Kanda; et al. (CoRR, 2023)

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance. - Kan Wu; Houwen Peng; Zhenghong Zhou; Bin Xiao 004; Mengchen Liu; Lu Yuan; Hong Xuan; Michael Valenzuela; Xi Chen; Xinggang Wang; Hongyang Chao; Han Hu 001 (CoRR, 2023)

Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks. - Bin Xiao 004; Haiping Wu; Weijian Xu; Xiyang Dai; Houdong Hu; Yumao Lu; Michael Zeng 001; Ce Liu 001; Lu Yuan (CVPR, 2024)

Efficient Modulation for Vision Networks. - Xu Ma 005; Xiyang Dai; Jianwei Yang; Bin Xiao 004; Yinpeng Chen; Yun Fu 001; Lu Yuan (ICLR, 2024)

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. - Ziyi Yang; Mahmoud Khademi; Yichong Xu; Reid Pryzant; Yuwei Fang; Chenguang Zhu 001; Dongdong Chen 001; Yao Qian; Xuemei Gao; Yi-Ling Chen; Robert Gmyr; Naoyuki Kanda; et al. (NAACL-HLT (Findings), 2024)

Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search. - Hongyuan Yu; Cheng Wan 006; Mengchen Liu; Dongdong Chen 001; Bin Xiao 004; Xiyang Dai (CoRR, 2024)

Dynamic Ensemble Reasoning for LLM Experts. - Jinwu Hu; Yufeng Wang 004; Shuhai Zhang; Kai Zhou; Guohao Chen; Yu Hu 004; Bin Xiao 004; Mingkui Tan (CoRR, 2024)

Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion. - Jiuhai Chen; Jianwei Yang; Haiping Wu; Dianqi Li; Jianfeng Gao 001; Tianyi Zhou 001; Bin Xiao 004 (CVPR, 2025)

Dynamic Compressing Prompts for Efficient Inference of Large Language Models. - Jinwu Hu; Wei Zhang 098; Yufeng Wang 004; Yu Hu 004; Bin Xiao 004; Mingkui Tan; Qing Du (CoRR, 2025)