Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics. - Xiyang Dai; Sameh Khamis; Yangmuzi Zhang; Larry S. Davis (CoRR, 2016)

FASON: First and Second Order Information Fusion Network for Texture Recognition. - Xiyang Dai; Joe Yue-Hei Ng; Larry S. Davis (CVPR, 2017)

Temporal Context Network for Activity Localization in Videos. - Xiyang Dai; Bharat Singh; Guyue Zhang; Larry S. Davis; Yan Qiu Chen (ICCV, 2017)

Efficient Fine-Grained Classification and Part Localization Using One Compact Network. - Xiyang Dai; Ben Southall; Nhon Trinh; Bogdan Matei (ICCV Workshops, 2017)

Dynamic Temporal Pyramid Network: A Closer Look at Multi-scale Modeling for Activity Detection. - Da Zhang 001; Xiyang Dai; Yuan-Fang Wang (ACCV (4), 2018)

S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks. - Da Zhang 001; Xiyang Dai; Xin Wang 061; Yuan-Fang Wang (BMVC, 2018)

Deep Motion Boundary Detection. - Xiaoqing Yin; Xiyang Dai; Xinchao Wang; Maojun Zhang; Dacheng Tao; Larry S. Davis (CoRR, 2018)

Modeling Deep Context in Spatial and Temporal Domain. - Xiyang Dai (2018)

MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment. - Da Zhang 001; Xiyang Dai; Xin Wang 061; Yuan-Fang Wang; Larry S. Davis (CVPR, 2019)

TAN: Temporal Aggregation Network for Dense Multi-Label Action Recognition. - Xiyang Dai; Bharat Singh; Joe Yue-Hei Ng; Larry S. Davis (WACV, 2019)

Dynamic Convolution: Attention Over Convolution Kernels. - Yinpeng Chen; Xiyang Dai; Mengchen Liu; Dongdong Chen 001; Lu Yuan; Zicheng Liu 001 (CVPR, 2020)

METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos. - Da Zhang 001; Xiyang Dai; Yuan-Fang Wang (CVPR, 2020)

Dynamic ReLU. - Yinpeng Chen; Xiyang Dai; Mengchen Liu; Dongdong Chen 001; Lu Yuan; Zicheng Liu 001 (ECCV (19), 2020)

DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. - Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Yinpeng Chen; Lu Yuan (ECCV (27), 2020)

MicroNet: Towards Image Recognition with Extremely Low FLOPs. - Yunsheng Li; Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Lu Yuan; Zicheng Liu 001; Lei Zhang 001; Nuno Vasconcelos (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)

Dynamic DETR: End-to-End Object Detection with Dynamic Attention. - Xiyang Dai; Yinpeng Chen; Jianwei Yang; Pengchuan Zhang; Lu Yuan; Lei Zhang 001 (ICCV, 2021)

MicroNet: Improving Image Recognition with Extremely Low FLOPs. - Yunsheng Li; Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Lu Yuan; Zicheng Liu 001; Lei Zhang 001; Nuno Vasconcelos (ICCV, 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)

Revisiting Dynamic Convolution via Matrix Decomposition. - Yunsheng Li; Yinpeng Chen; Xiyang Dai; Mengchen Liu; Dongdong Chen 001; Ye Yu; Lu Yuan; Zicheng Liu 001; Mei Chen; Nuno Vasconcelos (ICLR, 2021)

Stronger NAS with Weaker Predictors. - Junru Wu; Xiyang Dai; Dongdong Chen 001; Yinpeng Chen; Mengchen Liu; Ye Yu; Zhangyang Wang; Zicheng Liu 001; Mei Chen; Lu Yuan (NeurIPS, 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)

Weak NAS Predictors Are All You Need. - Junru Wu; Xiyang Dai; Dongdong Chen 001; Yinpeng Chen; Mengchen Liu; Ye Yu; Zhangyang Wang; Zicheng Liu 001; Mei Chen; Lu Yuan (CoRR, 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)

UFO: A UniFied TransfOrmer for Vision-Language Representation Learning. - Jianfeng Wang; Xiaowei Hu 006; Zhe Gan; Zhengyuan Yang; Xiyang Dai; Zicheng Liu 001; Yumao Lu; Lijuan Wang (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)

Mobile-Former: Bridging MobileNet and Transformer. - Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Xiaoyi Dong; Lu Yuan; Zicheng Liu 001 (CVPR, 2022)

Reduce Information Loss in Transformers for Pluralistic Image Inpainting. - Qiankun Liu 001; Zhentao Tan; Dongdong Chen 001; Qi Chu 001; Xiyang Dai; Yinpeng Chen; Mengchen Liu; Lu Yuan; Nenghai Yu (CVPR, 2022)

BEVT: BERT Pretraining of Video Transformers. - Rui Wang 095; Dongdong Chen 001; Zuxuan Wu; Yinpeng Chen; Xiyang Dai; Mengchen Liu; Yu-Gang Jiang 001; Luowei Zhou; Lu Yuan (CVPR, 2022)

RegionCLIP: Region-based Language-Image Pretraining. - Yiwu Zhong; Jianwei Yang; Pengchuan Zhang; Chunyuan Li; Noel Codella; Liunian Harold Li; Luowei Zhou; Xiyang Dai; Lu Yuan; Yin Li 003; Jianfeng Gao 001 (CVPR, 2022)

Should All Proposals Be Treated Equally in Object Detection? - Yunsheng Li; Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Pei Yu; Ying Jin; Lu Yuan; Zicheng Liu 001; Nuno Vasconcelos (ECCV (25), 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)

Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning. - Yujia Xie; Luowei Zhou; Xiyang Dai; Lu Yuan; Nguyen Bach; Ce Liu 001; Michael Zeng 001 (NeurIPS, 2022)

Focal Modulation Networks. - Jianwei Yang; Chunyuan Li; Xiyang Dai; Jianfeng Gao 001 (NeurIPS, 2022)

GLIPv2: Unifying Localization and Vision-Language Understanding. - Haotian Zhang 005; Pengchuan Zhang; Xiaowei Hu 006; Yen-Chun Chen 001; Liunian Harold Li; Xiyang Dai; Lijuan Wang; Lu Yuan; Jenq-Neng Hwang; Jianfeng Gao 001 (NeurIPS, 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)

Residual Mixture of Experts. - Lemeng Wu; Mengchen Liu; Yinpeng Chen; Dongdong Chen 001; Xiyang Dai; 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)

Should All Proposals be Treated Equally in Object Detection? - Yunsheng Li; Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Pei Yu; Jing Yin; Lu Yuan; Zicheng Liu 001; Nuno Vasconcelos (CoRR, 2022)

Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling. - Rui Wang 095; Zuxuan Wu; Dongdong Chen 001; Yinpeng Chen; Xiyang Dai; Mengchen Liu; Luowei Zhou; Lu Yuan; Yu-Gang Jiang 001 (CoRR, 2022)

Self-Supervised Learning based on Heat Equation. - Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Lu Yuan; Zicheng Liu 001; Youzuo Lin (CoRR, 2022)

Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding. - Lingchen Meng; Xiyang Dai; Yinpeng Chen; Pengchuan Zhang; Dongdong Chen 001; Mengchen Liu; Jianfeng Wang; Zuxuan Wu; Lu Yuan; Yu-Gang Jiang 001 (CVPR, 2023)

Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning. - Rui Wang 095; Dongdong Chen 001; Zuxuan Wu; Yinpeng Chen; Xiyang Dai; Mengchen Liu; Lu Yuan; Yu-Gang Jiang 001 (CVPR, 2023)

Look Before You Match: Instance Understanding Matters in Video Object Segmentation. - Junke Wang; Dongdong Chen 001; Zuxuan Wu; Chong Luo; Chuanxin Tang; Xiyang Dai; Yucheng Zhao; Yujia Xie; Lu Yuan; Yu-Gang Jiang 001 (CVPR, 2023)

Generalized Decoding for Pixel, Image, and Language. - Xueyan Zou; Zi-Yi Dou; Jianwei Yang; Zhe Gan; Linjie Li; Chunyuan Li; Xiyang Dai; Harkirat Behl; Jianfeng Wang; Lu Yuan; Nanyun Peng 001; Lijuan Wang; et al. (CVPR, 2023)

LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following. - Cheng-Fu Yang; Yen-Chun Chen 001; Jianwei Yang; Xiyang Dai; Lu Yuan; Yu-Chiang Frank Wang; Kai-Wei Chang (EMNLP, 2023)

Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations. - Ziyu Jiang; Yinpeng Chen; Mengchen Liu; Dongdong Chen 001; Xiyang Dai; Lu Yuan; Zicheng Liu 001; Zhangyang Wang (ICLR, 2023)

Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection. - Lingchen Meng; Xiyang Dai; Jianwei Yang; Dongdong Chen 001; Yinpeng Chen; Mengchen Liu; Yi-Ling Chen; Zuxuan Wu; Lu Yuan; Yu-Gang Jiang 001 (NeurIPS, 2023)

OmniTracker: Unifying Object Tracking by Tracking-with-Detection. - Junke Wang; Dongdong Chen 001; Zuxuan Wu; Chong Luo; Xiyang Dai; Lu Yuan; Yu-Gang Jiang 001 (CoRR, 2023)

ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System. - Junke Wang; Dongdong Chen 001; Chong Luo; Xiyang Dai; Lu Yuan; Zuxuan Wu; Yu-Gang Jiang 001 (CoRR, 2023)

Image is First-order Norm+Linear Autoregressive. - Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Lu Yuan; Zicheng Liu 001; Youzuo Lin (CoRR, 2023)

On the Hidden Waves of Image. - Yinpeng Chen; Dongdong Chen 001; Xiyang Dai; Mengchen Liu; Lu Yuan; Zicheng Liu 001; Youzuo Lin (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)

Rewrite the Stars. - Xu Ma 005; Xiyang Dai; Yue Bai; Yizhou Wang 006; Yun Fu 001 (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)

DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs. - Lingchen Meng; Jianwei Yang; Rui Tian; Xiyang Dai; Zuxuan Wu; Jianfeng Gao 001; Yu-Gang Jiang 001 (NeurIPS, 2024)

Data-Augmentation Based CBAM-ResNet-GCN Method for Unbalance Fault Diagnosis of Rotating Machinery. - Haitao Wang; Xiyang Dai; Lichen Shi; Mingjun Li; Zelin Liu; Ruihua Wang; Xiaohua Xia (IEEE Access, 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)

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation. - Weiquan Huang; Aoqi Wu; Yifan Yang 004; Xufang Luo; Yuqing Yang 001; Liang Hu; Qi Dai 001; Xiyang Dai; Dongdong Chen 001; Chong Luo; Lili Qiu (CoRR, 2024)

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs. - Abdelrahman Abouelenin; Atabak Ashfaq; Adam Atkinson; Hany Awadalla; Nguyen Bach; Jianmin Bao; Alon Benhaim; Martin Cai; Vishrav Chaudhary; Congcong Chen; Dong Chen 003; Dongdong Chen 001; et al. (CoRR, 2025)

OmniTracker: Unifying Visual Object Tracking by Tracking-With-Detection. - Junke Wang; Zuxuan Wu; Dongdong Chen 001; Chong Luo; Xiyang Dai; Lu Yuan; Yu-Gang Jiang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)