I am a second-year joint Ph.D. (Bachelor-straight-to-doctorate) student at Beijing
Jiaotong University (BJTU) and Nanyang Technological University (NTU).
I conduct research at MePro (led by Prof. Yao Zhao) and S-Lab, jointly supervised by Prof. Chunyu Lin and Prof. Guosheng Lin.
I have completed an algorithm internship at Xiaomi (Sep. 2024 - Mar. 2025), focusing on geometric perception for generative models. I have also completed an algorithm internship at Amap, Alibaba (Apr. 2025 - Nov. 2025), focusing on dense prediction and reinforcement learning for generation/editing models, supervised by Lei Sun and Xiangxiang Chu.
Prior to that, I received my undergraduate degree at Computer Science and Technology from BJTU.
My research interests focus on AIGC, especially video generation and editing. I am enthusiastic about exploring generative models and tools such as Diffusion, FLUX, Flow Matching, and VLMs, and successfully integrating them into my research to achieve impressive results. The specific interests are listed below:
CaC: Advancing Video Reward Models via Hierarchical Spatiotemporal
Concentrating
Jiyuan Wang, Huan Ouyang, Chunyu Lin, Dewen Fan, Boheng Zhang, Tingting Gao, Fan
Yang, Jia Sun, Zijun Li, Yongrui Heng, Huaiqing Wang, Zhenlong Yuan, Yiyang Fan, Honglie Wang, Fei
Zuo
Under Review
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic
Tools
Zhenlong Yuan, Rongbin Tan, Kejin Cui, Min Qiu, Fangfang Lin, Mengmeng Wang, Yi Wang, Zijian Song,
Zhiyuan Wang, Jiyuan Wang, Yue Wang, Shuhan Song, Huawei Cao
Under Review
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment
Distillation
Zijun Li, Yimin Zhou, Jia Sun, Honglie Wang, Pengcheng Wei, Junlong Wu, Yongrui Heng, Jiyuan
Wang, Huan Ouyang, Boheng Zhang, Huaiqing Wang, Dewen Fan, Qianqian Gan, Fan Yang,
Tingting Gao
Under Review
CoFiRender: Rewarding Coarse-to-Fine Quality for Visual Text Rendering in Image
Editing
Honglie Wang, Jia Sun, Zijun Li, Junlong Wu, Pengcheng Wei, Jiyuan Wang, Boheng
Zhang, Huaiqing Wang, Dewen Fan, Qianqian Gan, Fan Yang, Tingting Gao, Yan-Ming Zhang
Under Review
Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene
Editing
Jiyuan Wang, Chunyu Lin, Lei Sun, Zhi Cao, Yuyang Yin, Lang Nie, Zhenlong Yuan,
Xiangxiang Chu, Yunchao Wei, Kang Liao, Guosheng Lin
European Conference on Computer Vision (ECCV)
[Paper]
[Project Page]
[Code]
Releasing Perspective Priors for 360° Depth Estimation via Self-Conditioned
Modulation
Cheng Guan, Chunyu Lin, Zhijie Shen, Junsong Zhang, Jiyuan Wang
European Conference on Computer Vision (ECCV)
[Paper]
From Editor to Dense Geometry Estimator
Jiyuan Wang, Chunyu Lin, Lei Sun, Rongying Liu, Lang Nie, Mingxing
Li, Kang Liao, Xiangxiang Chu, Yao Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Project Page]
[Paper]
[Code]
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
Jiyuan Wang, Chunyu Lin, Cheng Guan, Lang Nie, Jing He, Haodong Li, Kang Liao, Yao
Zhao
Conference on Neural Information Processing Systems (NeurIPS)
[Paper]
[Project Page]
[Code]
DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in
Location-Based Services
Youfang Lin, Jinji Fu , Haomin Wen, Jiyuan Wang ,
Zhenjie Wei , Yuting Qiang, Xiaowei Mao, Liaxia Wu, Haoyuan Hu, Yuxuan
Liang , Huaiyu Wan
ACM Transactions on Intelligent Systems and Technology (TIST)
[Paper]
[Code]
Advancing Real-World Parking Slot Detection with Large-Scale Dataset and Semi-Supervised
Baseline
Zhihao Zhang, Chunyu Lin, Lang Nie, JiYuan Wang, Meiqin Liu
IEEE Transactions on Intelligent Transportation Systems (TITS)
[Paper]
Overleafcopilot: Empowering academic writing in overleaf with large language
models
Haomin Wen, Zhenjie Wei, Yan Lin, Jiyuan Wang, Yuxuan Liang, Huaiyu Wan
[Paper]
[Main Page]
Web Application
(4000+ Users)