Bin Xiao

56 papers A* 18Journal 33Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
HyCTAS: Multi-objective hybrid convolution-transformer architecture search for real-time image segmentation.
Neurocomputing
Hongyuan Yu, Cheng Wan, Xiyang Dai, Mengchen Liu, Dongdong Chen, Bin Xiao, Yan Huang, Yuan Lu, Liang Wang
2025 J jnl
Dynamic Compressing Prompts for Efficient Inference of Large Language Models.
CoRR
Jinwu Hu, Wei Zhang, Yufeng Wang, Yu Hu, Bin Xiao, Mingkui Tan, Qing Du
2025 A* conf
Efficient Dynamic Ensembling for Multiple LLM Experts.
IJCAI
Jinwu Hu, Yufeng Wang, Shuhai Zhang, Kai Zhou, Guohao Chen, Yu Hu, Bin Xiao, Mingkui Tan
2025 A* conf
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion.
CVPR
Jiuhai Chen, Jianwei Yang, Haiping Wu, Dianqi Li, Jianfeng Gao, Tianyi Zhou, Bin Xiao
2024 J jnl
Dynamic Ensemble Reasoning for LLM Experts.
CoRR
Jinwu Hu, Yufeng Wang, Shuhai Zhang, Kai Zhou, Guohao Chen, Yu Hu, Bin Xiao, Mingkui Tan
2024 A* conf
Efficient Modulation for Vision Networks.
ICLR
Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan
2024 J jnl
Efficient Modulation for Vision Networks.
CoRR
Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan
2024 A* conf
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks.
CVPR
Bin Xiao, Haiping Wu, Weijian Xu, Xiyang Dai, Houdong Hu, Yumao Lu, Michael Zeng, Ce Liu, Lu Yuan
2024 J jnl
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion.
CoRR
Jiuhai Chen, Jianwei Yang, Haiping Wu, Dianqi Li, Jianfeng Gao, Tianyi Zhou, Bin Xiao
2024 J jnl
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search.
CoRR
Hongyuan Yu, Cheng Wan, Mengchen Liu, Dongdong Chen, Bin Xiao, Xiyang Dai
2024 — conf
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.
NAACL-HLT (Findings)
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2023 J jnl
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks.
CoRR
Bin Xiao, Haiping Wu, Weijian Xu, Xiyang Dai, Houdong Hu, Yumao Lu, Michael Zeng, Ce Liu, Lu Yuan
2023 A* conf
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance.
ICCV
Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, Lu Yuan, Hong Xuan, Michael Valenzuela, Xi Stephen Chen, Xinggang Wang, Hongyang Chao, Han Hu
2023 J jnl
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance.
CoRR
Kan Wu, Houwen Peng, Zhenghong Zhou, Bin Xiao, Mengchen Liu, Lu Yuan, Hong Xuan, Michael Valenzuela, Xi Chen, Xinggang Wang, Hongyang Chao, Han Hu
2023 J jnl
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.
CoRR
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2023 A* conf
i-Code: An Integrative and Composable Multimodal Learning Framework.
AAAI
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2022 J jnl
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks.
CoRR
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan
2022 — conf
DaViT: Dual Attention Vision Transformers.
ECCV (24)
Mingyu Ding, Bin Xiao, Noel Codella, Ping Luo, Jingdong Wang, Lu Yuan
2022 J jnl
DaViT: Dual Attention Vision Transformers.
CoRR
Mingyu Ding, Bin Xiao, Noel Codella, Ping Luo, Jingdong Wang, Lu Yuan
2022 A* conf
Efficient Self-supervised Vision Transformers for Representation Learning.
ICLR
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao
2022 — conf
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training.
ECCV (27)
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
2022 J jnl
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training.
CoRR
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
2022 A* conf
MiniViT: Compressing Vision Transformers with Weight Multiplexing.
CVPR
Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022 J jnl
MiniViT: Compressing Vision Transformers with Weight Multiplexing.
CoRR
Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022 J jnl
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks.
CoRR
Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-Fu Chang, Lu Yuan
2022 — conf
TinyViT: Fast Pretraining Distillation for Small Vision Transformers.
ECCV (21)
Kan Wu, Jinnian Zhang, Houwen Peng, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022 J jnl
TinyViT: Fast Pretraining Distillation for Small Vision Transformers.
CoRR
Kan Wu, Jinnian Zhang, Houwen Peng, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
2022 A* conf
Unified Contrastive Learning in Image-Text-Label Space.
CVPR
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao
2022 J jnl
Unified Contrastive Learning in Image-Text-Label Space.
CoRR
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao
2022 J jnl
i-Code: An Integrative and Composable Multimodal Learning Framework.
CoRR
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2021 J jnl
Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression.
CoRR
Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang
2021 A* conf
Bottom-Up Human Pose Estimation via Disentangled Keypoint Regression.
CVPR
Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang
2021 A* conf
CvT: Introducing Convolutions to Vision Transformers.
ICCV
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang
2021 J jnl
CvT: Introducing Convolutions to Vision Transformers.
CoRR
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang
2021 J jnl
Deep High-Resolution Representation Learning for Visual Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao
2021 A* conf
Dynamic Head: Unifying Object Detection Heads With Attentions.
CVPR
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
2021 J jnl
Dynamic Head: Unifying Object Detection Heads with Attentions.
CoRR
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang
2021 J jnl
Efficient Self-supervised Vision Transformers for Representation Learning.
CoRR
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao
2021 J jnl
Florence: A New Foundation Model for Computer Vision.
CoRR
Lu Yuan, Dongdong Chen, Yi-ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
2021 A* conf
Focal Attention for Long-Range Interactions in Vision Transformers.
NeurIPS
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao
2021 J jnl
Focal Self-attention for Local-Global Interactions in Vision Transformers.
CoRR
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao
2021 A* conf
Lite-HRNet: A Lightweight High-Resolution Network.
CVPR
Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang
2021 J jnl
Lite-HRNet: A Lightweight High-Resolution Network.
CoRR
Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang
2021 A* conf
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding.
ICCV
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao
2021 J jnl
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding.
CoRR
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao
2020 A* conf
3D Human Pose Estimation via Explicit Compositional Depth Maps.
AAAI
Haiping Wu, Bin Xiao
2020 J jnl
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates.
CoRR
Ke Sun, Zigang Geng, Depu Meng, Bin Xiao, Dong Liu, Zhaoxiang Zhang, Jingdong Wang
2020 A* conf
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation.
CVPR
Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S. Huang, Lei Zhang
2019 J jnl
Bottom-up Higher-Resolution Networks for Multi-Person Pose Estimation.
CoRR
Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S. Huang, Lei Zhang
2019 A* conf
Deep High-Resolution Representation Learning for Human Pose Estimation.
CVPR
Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang
2019 J jnl
Deep High-Resolution Representation Learning for Human Pose Estimation.
CoRR
Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang
2019 J jnl
Deep High-Resolution Representation Learning for Visual Recognition.
CoRR
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao
2019 J jnl
High-Resolution Representations for Labeling Pixels and Regions.
CoRR
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang
2018 — conf
Simple Baselines for Human Pose Estimation and Tracking.
ECCV (6)
Bin Xiao, Haiping Wu, Yichen Wei
2018 J jnl
Simple Baselines for Human Pose Estimation and Tracking.
CoRR
Bin Xiao, Haiping Wu, Yichen Wei
2014 J jnl
Mariana: Tencent Deep Learning Platform and its Applications.
Proc. VLDB Endow.
Yongqiang Zou, Xing Jin, Yi Li, Zhimao Guo, Eryu Wang, Bin Xiao