Kangheng Lin

According to our database, Kangheng Lin authored at least 12 papers between 2025 and 2026.

Collaborative distances:

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

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

VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels.

Yixiao He, Menghao Zhang, Haifeng Sun, Jing Wang, Kangheng Lin, Jinghan Wang, Chenye Xu, Pengfei Ren, Qi Qi, Jingyu Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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

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

Do LVLMs Truly Understand Video Anomalies? Revealing Hallucination via Co-Occurrence Patterns.

Menghao Zhang, Huazheng Wang, Pengfei Ren, Kangheng Lin, Qi Qi, Haifeng Sun, Zirui Zhuang, Lei Zhang, Jianxin Liao, Jingyu Wang

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