Zheng Ge

According to our database, Zheng Ge authored at least 62 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale.

Chunrui Han, Guopeng Li, Jingwei Wu, Quan Sun, Yan Cai, Yuang Peng, Zheng Ge, Deyu Zhou, Haomiao Tang, Hongyu Zhou, Kenkun Liu, Ailin Huang, Bin Wang, Changxin Miao, Deshan Sun, En Yu, Fukun Yin, Gang Yu, Nie Hao, Haoran Lv, Hanpeng Hu, Jia Wang, Jian Zhou, Jianjian Sun, Kaijun Tan, Kang An, Kangheng Lin, Liang Zhao, Mei Chen, Peng Xing, Rui Wang, Shiyu Liu, Shutao Xia, Tianhao You, Wei Ji, Xianfang Zeng, Xin Han, Xuelin Zhang, Yana Wei, Yanming Xu, Yimin Jiang, Yingming Wang, Yu Zhou, Yucheng Han, Ziyang Meng, Binxing Jiao, Daxin Jiang, Xiangyu Zhang, Yibo Zhu

CoRR, August, 2025

Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning.

Yana Wei, Liang Zhao, Jianjian Sun, Kangheng Lin, Jisheng Yin, Jingcheng Hu, Yinmin Zhang, En Yu, Haoran Lv, Zejia Weng, Jia Wang, Chunrui Han, Yuang Peng, Qi Han, Zheng Ge, Xiangyu Zhang, Daxin Jiang, Vishal M. Patel

CoRR, July, 2025

DGAE: Diffusion-Guided Autoencoder for Efficient Latent Representation Learning.

Dongxu Liu, Yuang Peng, Haomiao Tang, Yuwei Chen, Chunrui Han, Zheng Ge, Daxin Jiang, Mingxue Liao

CoRR, June, 2025

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model.

Ailin Huang, Bingxin Li, Bruce Wang, Boyong Wu, Chao Yan, Chengli Feng, Heng Wang, Hongyu Zhou, Hongyuan Wang, Jingbei Li, Jianjian Sun, Joanna Wang, Mingrui Chen, Peng Liu, Ruihang Miao, Shilei Jiang, Fei Tian, Wang You, Xi Chen, Xuerui Yang, Yechang Huang, Yuxiang Zhang, Zheng Ge, Zheng Gong, Zhewei Huang, Zixin Zhang, Bin Wang, Bo Li, Buyun Ma, Changxin Miao, Changyi Wan, Chen Xu, Dapeng Shi, Dingyuan Hu, Enle Liu, Guanzhe Huang, Gulin Yan, Hanpeng Hu, Haonan Jia, Jiahao Gong, Jiaoren Wu, Jie Wu, Jie Yang, Junzhe Lin, Kaixiang Li, Lei Xia, Longlong Gu, Ming Li, Nie Hao, Ranchen Ming, Shaoliang Pang, Siqi Liu, Song Yuan, Tiancheng Cao, Wen Li, Wenqing He, Xu Zhao, Xuelin Zhang, Yanbo Yu, Yinmin Zhong, Yu Zhou, Yuanwei Liang, Yuanwei Lu, Yuxiang Yang, Zidong Yang, Zili Zhang, Binxing Jiao, Heung-Yeung Shum, Jiansheng Chen, Jing Li, Xiangyu Zhang, Xinhao Zhang, Yibo Zhu, Daxin Jiang, Shaohua Kevin Zhou, Chen Hu

CoRR, June, 2025

Step1X-Edit: A Practical Framework for General Image Editing.

Shiyu Liu, Yucheng Han, Peng Xing, Fukun Yin, Rui Wang, Wei Cheng, Jiaqi Liao, Yingming Wang, Honghao Fu, Chunrui Han, Guopeng Li, Yuang Peng, Quan Sun, Jingwei Wu, Yan Cai, Zheng Ge, Ranchen Ming, Lei Xia, Xianfang Zeng, Yibo Zhu, Binxing Jiao, Xiangyu Zhang, Gang Yu, Daxin Jiang

CoRR, April, 2025

Perception-R1: Pioneering Perception Policy with Reinforcement Learning.

En Yu, Kangheng Lin, Liang Zhao, Jisheng Yin, Yana Wei, Yuang Peng, Haoran Wei, Jianjian Sun, Chunrui Han, Zheng Ge, Xiangyu Zhang, Daxin Jiang, Jingyu Wang, Wenbing Tao

CoRR, April, 2025

Perception in Reflection.

Yana Wei, Liang Zhao, Kangheng Lin, En Yu, Yuang Peng, Runpei Dong, Jianjian Sun, Haoran Wei, Zheng Ge, Xiangyu Zhang, Vishal M. Patel

CoRR, April, 2025

M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization?

Haolong Yan, Kaijun Tan, Yeqing Shen, Xin Huang, Zheng Ge, Xiangyu Zhang, Si Li, Daxin Jiang

CoRR, March, 2025

Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model.

Haoyang Huang, Guoqing Ma, Nan Duan, Xing Chen, Changyi Wan, Ranchen Ming, Tianyu Wang, Bo Wang, Zhiying Lu, Aojie Li, Xianfang Zeng, Xinhao Zhang, Ganggang Yu, Yuhe Yin, Qiling Wu, Wen Sun, Kang An, Xin Han, Deshan Sun, Wei Ji, Bizhu Huang, Brian Li, Chenfei Wu, Guanzhe Huang, Huixin Xiong, Jiaxin He, Jianchang Wu, Jianlong Yuan, Jie Wu, Jiashuai Liu, Junjing Guo, Kaijun Tan, Liangyu Chen, Qiaohui Chen, Ran Sun, Shanshan Yuan, Shengming Yin, Sitong Liu, Wei Chen, Yaqi Dai, Yuchu Luo, Zheng Ge, Zhisheng Guan, Xiaoniu Song, Yu Zhou, Binxing Jiao, Jiansheng Chen, Jing Li, Shuchang Zhou, Xiangyu Zhang, Yi Xiu, Yibo Zhu, Heung-Yeung Shum, Daxin Jiang

CoRR, March, 2025

Unhackable Temporal Rewarding for Scalable Video MLLMs.

En Yu, Kangheng Lin, Liang Zhao, Yana Wei, Zining Zhu, Haoran Wei, Jianjian Sun, Zheng Ge, Xiangyu Zhang, Jingyu Wang, Wenbing Tao

CoRR, February, 2025

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model.

Guoqing Ma, Haoyang Huang, Kun Yan, Liangyu Chen, Nan Duan, Shengming Yin, Changyi Wan, Ranchen Ming, Xiaoniu Song, Xing Chen, Yu Zhou, Deshan Sun, Deyu Zhou, Jian Zhou, Kaijun Tan, Kang An, Mei Chen, Wei Ji, Qiling Wu, Wen Sun, Xin Han, Yanan Wei, Zheng Ge, Aojie Li, Bin Wang, Bizhu Huang, Bo Wang, Brian Li, Changxing Miao, Chen Xu, Chenfei Wu, Chenguang Yu, Dapeng Shi, Dingyuan Hu, Enle Liu, Gang Yu, Ge Yang, Guanzhe Huang, Gulin Yan, Haiyang Feng, Hao Nie, Haonan Jia, Hanpeng Hu, Hanqi Chen, Haolong Yan, Heng Wang, Hongcheng Guo, Huilin Xiong, Huixin Xiong, Jiahao Gong, Jianchang Wu, Jiaoren Wu, Jie Wu, Jie Yang, Jiashuai Liu, Jiashuo Li, Jingyang Zhang, Junjing Guo, Junzhe Lin, Kaixiang Li, Lei Liu, Lei Xia, Liang Zhao, Liguo Tan, Liwen Huang, Liying Shi, Ming Li, Mingliang Li, Muhua Cheng, Na Wang, Qiaohui Chen, Qinglin He, Qiuyan Liang, Quan Sun, Ran Sun, Rui Wang, Shaoliang Pang, Shiliang Yang, Sitong Liu, Siqi Liu, Shuli Gao, Tiancheng Cao, Tianyu Wang, Weipeng Ming, Wenqing He, Xu Zhao, Xuelin Zhang, Xianfang Zeng, Xiaojia Liu, Xuan Yang, Yaqi Dai, Yanbo Yu, Yang Li, Yineng Deng, Yingming Wang, Yilei Wang, Yuanwei Lu, Yu Chen, Yu Luo, Yuchu Luo

CoRR, February, 2025

PerPO: Perceptual Preference Optimization via Discriminative Rewarding.

Zining Zhu, Liang Zhao, Kangheng Lin, Jinze Yang, En Yu, Chenglong Liu, Haoran Wei, Jianjian Sun, Zheng Ge, Xiangyu Zhang

CoRR, February, 2025

Taming Teacher Forcing for Masked Autoregressive Video Generation.

Deyu Zhou, Quan Sun, Yuang Peng, Kun Yan, Runpei Dong, Duomin Wang, Zheng Ge, Nan Duan, Xiangyu Zhang, Lionel M. Ni, Heung-Yeung Shum

CoRR, January, 2025

Unhackable Temporal Reward for Scalable Video MLLMs.

En Yu, Kangheng Lin, Liang Zhao, Yana Wei, Zining Zhu, Haoran Wei, Jianjian Sun, Zheng Ge, Xiangyu Zhang, Jingyu Wang, Wenbing Tao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Reconstructive Visual Instruction Tuning.

Haochen Wang, Anlin Zheng, Yucheng Zhao, Tiancai Wang, Zheng Ge, Xiangyu Zhang, Zhaoxiang Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation.

Yuang Peng, Yuxin Cui, Haomiao Tang, Zekun Qi, Runpei Dong, Jing Bai, Chunrui Han, Zheng Ge, Xiangyu Zhang, Shu-Tao Xia

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Taming Teacher Forcing for Masked Autoregressive Video Generation.

Deyu Zhou, Quan Sun, Yuang Peng, Kun Yan, Runpei Dong, Duomin Wang, Zheng Ge, Nan Duan, Xiangyu Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

GroupLane: End-to-End 3D Lane Detection With Channel-Wise Grouping.

Zhuoling Li, Chunrui Han, Zheng Ge, Jinrong Yang, En Yu, Haoqian Wang, Xiangyu Zhang, Hengshuang Zhao

IEEE Robotics Autom. Lett., November, 2024

Exploring Recurrent Long-Term Temporal Fusion for Multi-View 3D Perception.

Chunrui Han, Jinrong Yang, Jianjian Sun, Zheng Ge, Runpei Dong, Hongyu Zhou, Weixin Mao, Yuang Peng, Xiangyu Zhang

IEEE Robotics Autom. Lett., July, 2024

Fourier-Transform-Based Unmixing Method for Fusion of Multiresolution Satellite Images.

Zheng Lu, Bozheng Shu, Xiaoqing Wang, Zheng Ge, Lingxi Guo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Slow Perception: Let's Perceive Geometric Figures Step-by-step.

Haoran Wei, Youyang Yin, Yumeng Li, Jia Wang, Liang Zhao, Jianjian Sun, Zheng Ge, Xiangyu Zhang

CoRR, 2024

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model.

Haoran Wei, Chenglong Liu, Jinyue Chen, Jia Wang, Lingyu Kong, Yanming Xu, Zheng Ge, Liang Zhao, Jianjian Sun, Yuang Peng, Chunrui Han, Xiangyu Zhang

CoRR, 2024

DistTrain: Addressing Model and Data Heterogeneity with Disaggregated Training for Multimodal Large Language Models.

Zili Zhang, Yinmin Zhong, Ranchen Ming, Hanpeng Hu, Jianjian Sun, Zheng Ge, Yibo Zhu, Xin Jin

CoRR, 2024

Focus Anywhere for Fine-grained Multi-page Document Understanding.

Chenglong Liu, Haoran Wei, Jinyue Chen, Lingyu Kong, Zheng Ge, Zining Zhu, Liang Zhao, Jianjian Sun, Chunrui Han, Xiangyu Zhang

CoRR, 2024

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction.

Zekun Qi, Runpei Dong, Shaochen Zhang, Haoran Geng, Chunrui Han, Zheng Ge, He Wang, Li Yi, Kaisheng Ma

CoRR, 2024

Small Language Model Meets with Reinforced Vision Vocabulary.

Haoran Wei, Lingyu Kong, Jinyue Chen, Liang Zhao, Zheng Ge, En Yu, Jianjian Sun, Chunrui Han, Xiangyu Zhang

CoRR, 2024

Self-Supervised Visual Preference Alignment.

Ke Zhu, Liang Zhao, Zheng Ge, Xiangyu Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

OneChart: Purify the Chart Structural Extraction via One Auxiliary Token.

Jinyue Chen, Lingyu Kong, Haoran Wei, Chenglong Liu, Zheng Ge, Liang Zhao, Jianjian Sun, Chunrui Han, Xiangyu Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning.

Liang Zhao, En Yu, Zheng Ge, Jinrong Yang, Haoran Wei, Hongyu Zhou, Jianjian Sun, Yuang Peng, Runpei Dong, Chunrui Han, Xiangyu Zhang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

DreamLLM: Synergistic Multimodal Comprehension and Creation.

Runpei Dong, Chunrui Han, Yuang Peng, Zekun Qi, Zheng Ge, Jinrong Yang, Liang Zhao, Jianjian Sun, Hongyu Zhou, Haoran Wei, Xiangwen Kong, Xiangyu Zhang, Kaisheng Ma, Li Yi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Merlin: Empowering Multimodal LLMs with Foresight Minds.

En Yu, Liang Zhao, Yana Wei, Jinrong Yang, Dongming Wu, Lingyu Kong, Haoran Wei, Tiancai Wang, Zheng Ge, Xiangyu Zhang, Wenbing Tao

Proceedings of the Computer Vision - ECCV 2024, 2024

Vary: Scaling up the Vision Vocabulary for Large Vision-Language Model.

Haoran Wei, Lingyu Kong, Jinyue Chen, Liang Zhao, Zheng Ge, Jinrong Yang, Jianjian Sun, Chunrui Han, Xiangyu Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction.

Zekun Qi, Runpei Dong, Shaochen Zhang, Haoran Geng, Chunrui Han, Zheng Ge, Li Yi, Kaisheng Ma

Proceedings of the Computer Vision - ECCV 2024, 2024

Align-DETR: Enhancing End-to-end Object Detection with Aligned Loss.

Zhi Cai, Songtao Liu, Guodong Wang, Zeming Li, Zheng Ge, Xiangyu Zhang, Di Huang

Proceedings of the 35th British Machine Vision Conference, 2024

2023

Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models.

Haoran Wei, Lingyu Kong, Jinyue Chen, Liang Zhao, Zheng Ge, Jinrong Yang, Jianjian Sun, Chunrui Han, Xiangyu Zhang

CoRR, 2023

GMM: Delving into Gradient Aware and Model Perceive Depth Mining for Monocular 3D Detection.

Weixin Mao, Jinrong Yang, Zheng Ge, Lin Song, Hongyu Zhou, Tiezheng Mao, Zeming Li, Osamu Yoshie

CoRR, 2023

The 1st-place Solution for CVPR 2023 OpenLane Topology in Autonomous Driving Challenge.

Dongming Wu, Fan Jia, Jiahao Chang, Zhuoling Li, Jianjian Sun, Chunrui Han, Shuailin Li, Yingfei Liu, Zheng Ge, Tiancai Wang

CoRR, 2023

Align-DETR: Improving DETR with Simple IoU-aware BCE loss.

Zhi Cai, Songtao Liu, Guodong Wang, Zheng Ge, Xiangyu Zhang, Di Huang

CoRR, 2023

BEVStereo++: Accurate Depth Estimation in Multi-view 3D Object Detection via Dynamic Temporal Stereo.

Yinhao Li, Jinrong Yang, Jianjian Sun, Han Bao, Zheng Ge, Li Xiao

CoRR, 2023

Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining.

Zekun Qi, Runpei Dong, Guofan Fan, Zheng Ge, Xiangyu Zhang, Kaisheng Ma, Li Yi

Proceedings of the International Conference on Machine Learning, 2023

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception.

Hongyu Zhou, Zheng Ge, Zeming Li, Xiangyu Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization.

Shichao Dong, Jin Wang, Renhe Ji, Jiajun Liang, Haoqiang Fan, Zheng Ge

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection.

Yinhao Li, Zheng Ge, Guanyi Yu, Jinrong Yang, Zengran Wang, Yukang Shi, Jianjian Sun, Zeming Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal Stereo.

Yinhao Li, Han Bao, Zheng Ge, Jinrong Yang, Jianjian Sun, Zeming Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Towards 3D Object Detection with 2D Supervision.

Jinrong Yang, Tiancai Wang, Zheng Ge, Weixin Mao, Xiaoping Li, Xiangyu Zhang

CoRR, 2022

Towards A Robust Deepfake Detector: Common Artifact Deepfake Detection Model.

Shichao Dong, Jin Wang, Renhe Ji, Jiajun Liang, Haoqiang Fan, Zheng Ge

CoRR, 2022

BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo.

Yinhao Li, Han Bao, Zheng Ge, Jinrong Yang, Jianjian Sun, Zeming Li

CoRR, 2022

STS: Surround-view Temporal Stereo for Multi-view 3D Detection.

Zengran Wang, Chen Min, Zheng Ge, Yinhao Li, Zeming Li, Hongyu Yang, Di Huang

CoRR, 2022

PersDet: Monocular 3D Detection in Perspective Bird's-Eye-View.

Hongyu Zhou, Zheng Ge, Weixin Mao, Zeming Li

CoRR, 2022

Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection.

Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

LLA: Loss-aware label assignment for dense pedestrian detection.

Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie

Neurocomputing, 2021

Delving deep into the imbalance of positive proposals in two-stage object detection.

Zheng Ge, Zequn Jie, Xin Huang, Chengzheng Li, Osamu Yoshie

Neurocomputing, 2021

Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge.

Songyang Zhang, Lin Song, Songtao Liu, Zheng Ge, Zeming Li, Xuming He, Jian Sun

CoRR, 2021

YOLOX: Exceeding YOLO Series in 2021.

Zheng Ge, Songtao Liu, Feng Wang, Zeming Li, Jian Sun

CoRR, 2021

Premium Power Value-Added Service Product Decision-Making Method Based on Multi-Index Two-Sided Matching.

Yuanqian Ma, Qiyuan Li, Zhenzhi Lin, Zheng Ge, Yi Lei, Xinlong Zhao

IEEE Access, 2021

OTA: Optimal Transport Assignment for Object Detection.

Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Delving into the Imbalance of Positive Proposals in Two-stage Object Detection.

Zheng Ge, Zequn Jie, Xin Huang, Chengzheng Li, Osamu Yoshie

CoRR, 2020

DualBox: Generating BBox Pair with Strong Correspondence via Occlusion Pattern Clustering and Proposal Refinement.

Zheng Ge, Chuyu Hu, Xin Huang, Baiqiao Qiu, Osamu Yoshie

Proceedings of the 25th International Conference on Pattern Recognition, 2020

PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression.

Zheng Ge, Zequn Jie, Xin Huang, Rong Xu, Osamu Yoshie

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing.

Xin Huang, Zheng Ge, Zequn Jie, Osamu Yoshie

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

Fast Portrait Matting Using Spatial Detail-Preserving Network.

Shaofan Cai, Biao Leng, Guanglu Song, Zheng Ge

Proceedings of the Neural Information Processing - 25th International Conference, 2018