Publications

You can also find my articles on my Google Scholar profile.

(*: Equal Contribution)

In‑Context Edit: Enabling Instructional Image Editing with In‑Context Generation in Large Scale Diffusion Transformer
Zechuan Zhang, Ji Xie, Yu Lu, Zongxin Yang, Yi Yang
Technical Report
📄 Arxiv / 💻 Code / 🤗 Model
3DIS: Depth‑Driven Decoupled Instance Synthesis for Text‑to‑Image Generation
Dewei Zhou* , Ji Xie* , Zongxin Yang, Yi Yang
ICLR 2025 Spotlight
📄 Arxiv / 💻 Code / 🤗 Model
3DIS‑FLUX: Simple and Efficient Multi‑instance Generation with DiT Rendering
Dewei Zhou, Ji Xie, Zongxin Yang, Yi Yang
Technical Report
📄 Arxiv / 💻 Code / 🤗 Model