Jianyu Lai

According to our database, Jianyu Lai authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation.

Sixiang Chen, Zhaohu Xing, Tian Ye, Xinyu Geng, Yunlong Lin, Jianyu Lai, Xuanhua He, Fuxiang Zhai, Jialin Gao, Lei Zhu

CoRR, May, 2026

Latent Action Control for Reasoning-Guided Unified Image Generation.

Fuxiang Zhai, Sixiang Chen, Yingjin Li, Shuaibo Li, Jianyu Lai, Tengjun Huang, Lei Zhu

CoRR, May, 2026

PosterReward: Unlocking Accurate Evaluation for High-Quality Graphic Design Generation.

Jianyu Lai, Sixiang Chen, Jialin Gao, Hengyu Shi, Zhongying Liu, Fuxiang Zhai, Junfeng Luo, Xiaoming Wei, Lujia Wang, Lei Zhu

CoRR, March, 2026

LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Generative Real-World Super-Resolution.

Song Fei, Tian Ye, Sixiang Chen, Zhaohu Xing, Jianyu Lai, Lei Zhu

CoRR, March, 2026

PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback.

Sixiang Chen, Jianyu Lai, Jialin Gao, Hengyu Shi, Zhongying Liu, Tian Ye, Junfeng Luo, Xiaoming Wei, Lei Zhu

CoRR, February, 2026

2025

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework.

Sixiang Chen, Jianyu Lai, Jialin Gao, Tian Ye, Haoyu Chen, Hengyu Shi, Shitong Shao, Yunlong Lin, Song Fei, Zhaohu Xing, Yeying Jin, Junfeng Luo, Xiaoming Wei, Lei Zhu

CoRR, June, 2025

Genhaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing.

Sixiang Chen, Tian Ye, Yunlong Lin, Yeying Jin, Yijun Yang, Haoyu Chen, Jianyu Lai, Song Fei, Zhaohu Xing, Fugee Tsung, Lei Zhu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization.

Jianyu Lai, Sixiang Chen, Yunlong Lin, Tian Ye, Yun Liu, Song Fei, Zhaohu Xing, Hongtao Wu, Weiming Wang, Lei Zhu

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

2023

Active Data Acquisition in Autonomous Driving Simulation.

Jianyu Lai, Zexuan Jia, Boao Li

CoRR, 2023