Jianjian Sun

According to our database, Jianjian Sun authored at least 34 papers between 2022 and 2026.

Collaborative distances:

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

2026

SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments.

Dinging Li, Yingxiu Zhao, Xinrui Cheng, Kangheng Lin, Hongbo Peng, Hongxing Li, Zixuan Wang, Yuhong Dai, Haodong Li, Jia Wang, Yukang Shi, Liang Zhao, Jianjian Sun, Zheng Ge, Xiangyu Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

CoRR, April, 2026

DM0: An Embodied-Native Vision-Language-Action Model towards Physical AI.

En Yu, Haoran Lv, Jianjian Sun, Kangheng Lin, Ruitao Zhang, Yukang Shi, Yuyang Chen, Ze Chen, Ziheng Zhang, Fan Jia, Kaixin Liu, Meng Zhang, Ruitao Hao, Saike Huang, Songhan Xie, Yu Liu, Zhao Wu, Bin Xie, Pengwei Zhang, Qi Yang, Xianchi Deng, Yunfei Wei, Enwen Zhang, Hongyang Peng, Jie Zhao, Kai Liu, Wei Sun, Yajun Wei, Yi Yang, Yunqiao Zhang, Ziwei Yan, Haitao Yang, Hao Liu, Haoqiang Fan, Haowei Zhang, Junwen Huang, Yang Chen, Yunchao Ma, Yunhuan Yang, Zhengyuan Du, Ziming Liu, Jiahui Niu, Yucheng Zhao, Daxin Jiang, Wenbin Tang, Xiangyu Zhang, Zheng Ge, Erjin Zhou, Tiancai Wang

CoRR, February, 2026

STEP3-VL-10B Technical Report.

Ailin Huang, Chengyuan Yao, Chunrui Han, Fanqi Wan, Multimodal Intelligence Team, StepFun, Jianjian Sun, Jingcheng Hu, Kangheng Lin, Liang Zhao, Mitt Huang, Song Yuan, Wenwen Qu, Xiangfeng Wang, Yanlin Lai, Yingxiu Zhao, Yinmin Zhang, Yukang Shi, Yuyang Chen, Zejia Weng, Ziyang Meng, Ang Li, Aobo Kong, Bo Dong

CoRR, January, 2026

2025

Thinking by Doing: Building Efficient World Model Reasoning in LLMs via Multi-turn Interaction.

Bao Shu, Yan Cai, Jianjian Sun, Chunrui Han, En Yu, Liang Zhao, Jingcheng Hu, Yinmin Zhang, Haoran Lv, Yuang Peng, Zheng Ge, Xiangyu Zhang, Daxin Jiang, Xiangyu Yue

CoRR, November, 2025

Dexbotic: Open-Source Vision-Language-Action Toolbox.

Bin Xie, Erjin Zhou, Fan Jia, Hao Shi, Haoqiang Fan, Haowei Zhang, Hebei Li, Jianjian Sun, Jie Bin, Junwen Huang, Kai Liu, Kaixin Liu, Kefan Gu, Lin Sun, Meng Zhang, Peilong Han, Ruitao Hao, Ruitao Zhang, Saike Huang, Songhan Xie, Tiancai Wang, Tianle Liu, Wenbin Tang, Wenqi Zhu, Yang Chen, Yingfei Liu, Yizhuang Zhou, Yu Liu, Yucheng Zhao, Yunchao Ma, Yunfei Wei, Yuxiang Chen, Ze Chen, Zeming Li, Zhao Wu, Ziheng Zhang, Ziming Liu, Ziwei Yan, Ziyu Zhang

CoRR, October, 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

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

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

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

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

Zili Zhang, Yinmin Zhong, Yimin Jiang, Hanpeng Hu, Jianjian Sun, Zheng Ge, Yibo Zhu, Daxin Jiang, Xin Jin

Proceedings of the ACM SIGCOMM 2025 Conference, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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

Proceedings of the Forty-second International Conference on Machine Learning, 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

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

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

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

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

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

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

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

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

Cross Modal Transformer via Coordinates Encoding for 3D Object Dectection.

Junjie Yan, Yingfei Liu, Jianjian Sun, Fan Jia, Shuailin Li, Tiancai Wang, Xiangyu Zhang

CoRR, 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

Reversible Column Networks.

Yuxuan Cai, Yizhuang Zhou, Qi Han, Jianjian Sun, Xiangwen Kong, Jun Li, Xiangyu Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Cross Modal Transformer: Towards Fast and Robust 3D Object Detection.

Junjie Yan, Yingfei Liu, Jianjian Sun, Fan Jia, Shuailin Li, Tiancai Wang, Xiangyu Zhang

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

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