GF
Guian Fang
cs.CVcs.AIcs.GRcs.MM
On Valency
published · living versionsW_yspzx7a9·v1 · currentpublished
Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement
with Liaoyuan Fan, Yuhao Zheng, Dongxing Mao, Hangyu Ran +16
1 version
W_v47j3ejq·v1published
Preprints & journals
12 papers in the corpus · 2023–2026SolarRenderer: Few-Step Generative Reference Rendering2610.28630v1 · Guian Fang, Shengju Qian, Dongyue Lu et al.2026 · 0 citationsarXivon Valency
Orbia: Do Generated Videos Form a Consistent 3D World?2610.20693v2 · Dongyue Lu, Guian Fang, Hur Lim et al.2026 · 0 citationsarXiv
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout2609.09123v1 · Zhuoran Zhao, Shengju Qian, Tongtong Liang et al.2026 · 0 citationsarXiv
PAI-Actor: Cinematic Multi-Character Replacement in Dynamic Scenes2609.05918v1 · Bangxun Tang, Heyuan Gao, Yiren Song et al.2026 · 0 citationsarXiv
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models2609.02886v1 · Junchao Huang, Guian Fang, Shengju Qian et al.2026 · 0 citationsarXiv
PAI-Studio: Cinematic Video Background Replacement with Camera-Aware Motion2606.01399v1 · Heyuan Gao, Bangxun Tang, Yiren Song et al.2026 · 0 citationsarXiv
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation2605.13724v1 · Yuchao Gu, Guian Fang, Yuxin Jiang et al.2026 · 0 citationsarXiv
RealignDiff: Boosting Text-to-Image Diffusion Model With Coarse-to-Fine Semantic Realignment.40679886 · Jiang, Zutao, Fang, Guian, Han, Jianhua et al.2025 · 5 citationsIEEE transactions on neural networks and learning systems. 2025;36(10):19010-19023
FramePrompt: In-context Controllable Animation with Zero Structural Changes2506.17301v2 · Guian Fang, Yuchao Gu, Mike Zheng Shou2025 · 0 citationsarXiv
HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible Guidance2407.06937v1 · Guian Fang, Wenbiao Yan, Yuanfan Guo et al.2024 · 5 citationsarXiv
Towards A Better Metric for Text-to-Video Generation2401.07781v1 · Jay Zhangjie Wu, Guian Fang, Haoning Wu et al.2024 · 5 citationsarXiv
Improving Compositional Text-to-image Generation with Large Vision-Language Models2310.06311v1 · Song Wen, Guian Fang, Renrui Zhang et al.2023 · 2 citationsarXiv
Career total: 12 works. 12 are in this corpus.
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