Unsupervised Part Segmentation Through Disentangling Appearance and Shape. - Shilong Liu 004; Lei Zhang 001; Xiao Yang 028; Hang Su 006; Jun Zhu 001 (CVPR, 2021)

Query2Label: A Simple Transformer Way to Multi-Label Classification. - Shilong Liu 004; Lei Zhang 001; Xiao Yang 028; Hang Su 006; Jun Zhu 001 (CoRR, 2021)

Unrestricted Adversarial Attacks on ImageNet Competition. - Yuefeng Chen; Xiaofeng Mao; Yuan He 011; Hui Xue 001; Chao Li; Yinpeng Dong; Qi-An Fu; Xiao Yang 028; Wenzhao Xiang 001; Tianyu Pang; Hang Su 006; Jun Zhu 001; et al. (CoRR, 2021)

DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. - Feng Li 040; Hao Zhang 097; Shilong Liu 004; Jian Guo; Lionel M. Ni; Lei Zhang 001 (CVPR, 2022)

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR. - Shilong Liu 004; Feng Li 040; Hao Zhang 097; Xiao Yang 028; Xianbiao Qi; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (ICLR, 2022)

Vision-Language Intelligence: Tasks, Representation Learning, and Large Models. - Feng Li 040; Hao Zhang 097; Yifan Zhang; Shilong Liu 004; Jian Guo; Lionel M. Ni; Pengchuan Zhang; Lei Zhang 001 (CoRR, 2022)

A Unified Mutual Supervision Framework for Referring Expression Segmentation and Generation. - Shijia Huang; Feng Li 040; Hao Zhang 097; Shilong Liu 004; Lei Zhang 001; Liwei Wang 009 (CoRR, 2022)

Towards generalizable detection of face forgery via self-guided model-agnostic learning. - Xiao Yang 028; Shilong Liu 004; Yinpeng Dong; Hang Su 006; Lei Zhang 001; Jun Zhu 001 (Pattern Recognit. Lett., 2022)

DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding. - Shilong Liu 004; Shijia Huang; Feng Li 040; Hao Zhang 097; Yaoyuan Liang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (AAAI, 2023)

Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation. - Feng Li 040; Hao Zhang 097; Huaizhe Xu; Shilong Liu 004; Lei Zhang 001; Lionel M. Ni; Heung-Yeung Shum (CVPR, 2023)

PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image. - Jianhui Li; Jianmin Li 001; Haoji Zhang 001; Shilong Liu 004; Zhengyi Wang; Zihao Xiao 002; Kaiwen Zheng; Jun Zhu 001 (CVPR, 2023)

Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR. - Feng Li 040; Ailing Zeng; Shilong Liu 004; Hao Zhang 097; Hongyang Li 003; Lei Zhang 001; Lionel M. Ni (CVPR, 2023)

MP-Former: Mask-Piloted Transformer for Image Segmentation. - Hao Zhang 097; Feng Li 040; Huaizhe Xu; Shijia Huang; Shilong Liu 004; Lionel M. Ni; Lei Zhang 001 (CVPR, 2023)

DFA3D: 3D Deformable Attention For 2D-to-3D Feature Lifting. - Hongyang Li 003; Hao Zhang 097; Zhaoyang Zeng; Shilong Liu 004; Feng Li 040; Tianhe Ren; Lei Zhang 001 (ICCV, 2023)

Detection Transformer with Stable Matching. - Shilong Liu 004; Tianhe Ren; Jiayu Chen; Zhaoyang Zeng; Hao Zhang 097; Feng Li 040; Hongyang Li 003; Jun Huang 007; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (ICCV, 2023)

Neural Interactive Keypoint Detection. - Jie Yang; Ailing Zeng; Feng Li 040; Shilong Liu 004; Ruimao Zhang; Lei Zhang 001 (ICCV, 2023)

A Simple Framework for Open-Vocabulary Segmentation and Detection. - Hao Zhang 097; Feng Li 040; Xueyan Zou; Shilong Liu 004; Chunyuan Li; Jianwei Yang; Lei Zhang 001 (ICCV, 2023)

DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. - Hao Zhang 097; Feng Li 040; Shilong Liu 004; Lei Zhang 001; Hang Su 006; Jun Zhu 001; Lionel M. Ni; Heung-Yeung Shum (ICLR, 2023)

Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation. - Jie Yang; Ailing Zeng; Shilong Liu 004; Feng Li 040; Ruimao Zhang; Lei Zhang 001 (ICLR, 2023)

DA-BEV: Depth Aware BEV Transformer for 3D Object Detection. - Hao Zhang 097; Hongyang Li 003; Xingyu Liao; Feng Li 040; Shilong Liu 004; Lionel M. Ni; Lei Zhang 001 (CoRR, 2023)

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection. - Shilong Liu 004; Zhaoyang Zeng; Tianhe Ren; Feng Li 040; Hao Zhang 097; Jie Yang; Chunyuan Li; Jianwei Yang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (CoRR, 2023)

A Simple Framework for Open-Vocabulary Segmentation and Detection. - Hao Zhang 097; Feng Li 040; Xueyan Zou; Shilong Liu 004; Chunyuan Li; Jianfeng Gao 001; Jianwei Yang; Lei Zhang 001 (CoRR, 2023)

A Strong and Reproducible Object Detector with Only Public Datasets. - Tianhe Ren; Jianwei Yang; Shilong Liu 004; Ailing Zeng; Feng Li 040; Hao Zhang 097; Hongyang Li 003; Zhaoyang Zeng; Lei Zhang 001 (CoRR, 2023)

detrex: Benchmarking Detection Transformers. - Tianhe Ren; Shilong Liu 004; Feng Li 040; Hao Zhang 097; Ailing Zeng; Jie Yang; Xingyu Liao; Ding Jia; Hongyang Li 003; He Cao; Jianan Wang; Zhaoyang Zeng; et al. (CoRR, 2023)

Semantic-SAM: Segment and Recognize Anything at Any Granularity. - Feng Li 040; Hao Zhang 097; Peize Sun; Xueyan Zou; Shilong Liu 004; Jianwei Yang; Chunyuan Li; Lei Zhang 001; Jianfeng Gao 001 (CoRR, 2023)

T-Rex: Counting by Visual Prompting. - Qing Jiang; Feng Li 040; Tianhe Ren; Shilong Liu 004; Zhaoyang Zeng; Kent Yu; Lei Zhang 001 (CoRR, 2023)

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models. - Hao Zhang 097; Hongyang Li 003; Feng Li 040; Tianhe Ren; Xueyan Zou; Shilong Liu 004; Shijia Huang; Jianfeng Gao 001; Lei Zhang 001; Chunyuan Li; Jianwei Yang (CoRR, 2023)

Interfacing Foundation Models' Embeddings. - Xueyan Zou; Linjie Li; Jianfeng Wang; Jianwei Yang; Mingyu Ding; Zhengyuan Yang; Feng Li 040; Hao Zhang 097; Shilong Liu 004; Arul Aravinthan; Yong Jae Lee; Lijuan Wang (CoRR, 2023)

Visual in-Context Prompting. - Feng Li 040; Qing Jiang; Hao Zhang 097; Tianhe Ren; Shilong Liu 004; Xueyan Zou; Huaizhe Xu; Hongyang Li 003; Jianwei Yang; Chunyuan Li; Lei Zhang 001; Jianfeng Gao 001 (CVPR, 2024)

Recognize Anything: A Strong Image Tagging Model. - Youcai Zhang; Xinyu Huang; Jinyu Ma; Zhaoyang Li; Zhaochuan Luo; Yanchun Xie; Yuzhuo Qin; Tong Luo; Yaqian Li; Shilong Liu 004; Yandong Guo; Lei Zhang 001 (CVPR Workshops, 2024)

T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy. - Qing Jiang; Feng Li 040; Zhaoyang Zeng; Tianhe Ren; Shilong Liu 004; Lei Zhang 001 (ECCV (33), 2024)

TAPTR: Tracking Any Point with Transformers as Detection. - Hongyang Li 003; Hao Zhang 097; Shilong Liu 004; Zhaoyang Zeng; Tianhe Ren; Feng Li 040; Lei Zhang 001 (ECCV (16), 2024)

Segment and Recognize Anything at Any Granularity. - Feng Li 040; Hao Zhang 097; Peize Sun; Xueyan Zou; Shilong Liu 004; Chunyuan Li; Jianwei Yang; Lei Zhang 001; Jianfeng Gao 001 (ECCV (48), 2024)

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents. - Shilong Liu 004; Hao Cheng 002; Haotian Liu; Hao Zhang 097; Feng Li 040; Tianhe Ren; Xueyan Zou; Jianwei Yang; Hang Su 006; Jun Zhu 001; Lei Zhang 001; Jianfeng Gao 001; et al. (ECCV (47), 2024)

Grounding DINO: Marrying DINO with Grounded Pre-training for Open-Set Object Detection. - Shilong Liu 004; Zhaoyang Zeng; Tianhe Ren; Feng Li 040; Hao Zhang 097; Jie Yang; Qing Jiang; Chunyuan Li; Jianwei Yang; Hang Su 006; Jun Zhu 001; Lei Zhang 001 (ECCV (47), 2024)

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models. - Hao Zhang 097; Hongyang Li 003; Feng Li 040; Tianhe Ren; Xueyan Zou; Shilong Liu 004; Shijia Huang; Jianfeng Gao 001; Leizhang; Chunyuan Li; Jainwei Yang (ECCV (43), 2024)

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent. - Binxu Li; Tiankai Yan; Yuanting Pan; Jie Luo 003; Ruiyang Ji; Jiayuan Ding; Zhe Xu 012; Shilong Liu 004; Haoyu Dong; Zihao Lin 003; Yixin Wang 003 (EMNLP (Findings), 2024)

InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image. - Jianhui Li; Shilong Liu 004; Zidong Liu; Yikai Wang 001; Kaiwen Zheng; Jinghui Xu; Jianmin Li 001; Jun Zhu 001 (ICLR, 2024)

TOSS: High-quality Text-guided Novel View Synthesis from a Single Image. - Yukai Shi; Jianan Wang; He Cao; Boshi Tang; Xianbiao Qi; Tianyu Yang 003; Yukun Huang; Shilong Liu 004; Lei Zhang 001; Heung-Yeung Shum (ICLR, 2024)

TAPTRv2: Attention-based Position Update Improves Tracking Any Point. - Hongyang Li 003; Hao Zhang 097; Shilong Liu 004; Zhaoyang Zeng; Feng Li 040; Bohan Li; Tianhe Ren; Lei Zhang 006 (NeurIPS, 2024)

Interfacing Foundation Models' Embeddings. - Xueyan Zou; Linjie Li; Jianfeng Wang; Jianwei Yang; Mingyu Ding; Junyi Wei; Zhengyuan Yang; Feng Li 040; Hao Zhang 097; Shilong Liu 004; Arul Aravinthan; Yong Jae Lee; et al. (NeurIPS, 2024)

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks. - Tianhe Ren; Shilong Liu 004; Ailing Zeng; Jing Lin; Kunchang Li; He Cao; Jiayu Chen; Xinyu Huang; Yukang Chen; Feng Yan; Zhaoyang Zeng; Hao Zhang 097; et al. (CoRR, 2024)

Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models. - Fan Bao; Chendong Xiang; Gang Yue; Guande He; Hongzhou Zhu; Kaiwen Zheng; Min Zhao 013; Shilong Liu 004; Yaole Wang; Jun Zhu 001 (CoRR, 2024)

Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection. - Tianhe Ren; Qing Jiang; Shilong Liu 004; Zhaoyang Zeng; Wenlong Liu; Han Gao; Hongjie Huang; Zhengyu Ma; Xiaoke Jiang; Yihao Chen; Yuda Xiong; Hao Zhang 097; et al. (CoRR, 2024)

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent. - Binxu Li; Tiankai Yan; Yuanting Pan; Zhe Xu 012; Jie Luo 003; Ruiyang Ji; Shilong Liu 004; Haoyu Dong; Zihao Lin 003; Yixin Wang 003 (CoRR, 2024)

TAPTRv2: Attention-based Position Update Improves Tracking Any Point. - Hongyang Li 003; Hao Zhang 097; Shilong Liu 004; Zhaoyang Zeng; Feng Li 040; Tianhe Ren; Bohan Li; Lei Zhang 001 (CoRR, 2024)

Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective. - Shenghao Xie; Wenqiang Zu; Mingyang Zhao 001; Duo Su; Shilong Liu 004; Ruohua Shi; Guoqi Li; Shanghang Zhang; Lei Ma 008 (CoRR, 2024)

DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding. - Tianhe Ren; Yihao Chen; Qing Jiang; Zhaoyang Zeng; Yuda Xiong; Wenlong Liu; Zhengyu Ma; Junyi Shen; Yuan Gao; Xiaoke Jiang; Xingyu Chen; Zhuheng Song; et al. (CoRR, 2024)

TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video. - Jinyuan Qu; Hongyang Li 003; Shilong Liu 004; Tianhe Ren; Zhaoyang Zeng; Lei Zhang 001 (CoRR, 2024)

A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. - Changjian Chen; Yukai Guo; Fengyuan Tian; Shilong Liu 004; Weikai Yang; Zhaowei Wang; Jing Wu 004; Hang Su 006; Hanspeter Pfister; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought. - Yunze Man; De-An Huang; Guilin Liu; Shiwei Sheng; Shilong Liu 004; Liang-Yan Gui; Jan Kautz; Yu-Xiong Wang; Zhiding Yu (CVPR, 2025)

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models. - Zhiqi Li; Guo Chen 006; Shilong Liu 004; Shihao Wang; Vibashan VS; Yishen Ji; Shiyi Lan; Hao Zhang 097; Yilin Zhao; Subhashree Radhakrishnan; Nadine Chang; Karan Sapra; et al. (CoRR, 2025)

A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. - Zihao Lin 003; Samyadeep Basu; Mohammad Beigi; Varun Manjunatha; Ryan A. Rossi; Zichao Wang 001; Yufan Zhou 001; Sriram Balasubramanian; Arman Zarei; Keivan Rezaei; Ying Shen 006; Barry Menglong Yao; et al. (CoRR, 2025)

A Mutual Supervision Framework for Referring Expression Segmentation and Generation. - Shijia Huang; Feng Li 040; Hao Zhang 097; Shilong Liu 004; Lei Zhang 001; Liwei Wang 009 (Int. J. Comput. Vis., 2025)

ED-Pose++: Enhanced Explicit Box Detection for Conventional and Interactive Multi-Object Keypoint Detection. - Jie Yang; Ailing Zeng; Tianhe Ren; Shilong Liu 004; Feng Li 040; Ruimao Zhang; Lei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features. - Jinyuan Qu; Hongyang Li 003; Xingyu Chen; Shilong Liu 004; Yukai Shi; Tianhe Ren; Ruitao Jing; Lei Zhang 006 (CoRR, 2025)