Zhao Zhang 's Publications

CreatiPoster: Towards Editable and Controllable
Multi-Layer Graphic Design Generation
Zhao Zhang, Yutao Cheng, Dexiang Hong, Maoke Yang,
Gonglei Shi, Lei Ma, Hui Zhang, Jie Shao, Xinglong Wu
arXiv 2025   [Repo] [Paper]

Shikra: Unleashing Multimodal LLM’s Referential Dialogue Magic
Keqin Chen, Zhao Zhang*, Weili Zeng, Richong Zhang, Feng Zhu, Rui Zhao
arXiv 2023   [PDF] [Code] [bib]

Image Harmonization by Matching Regional References
Ziyue Zhu, Zhao Zhang, Zheng Lin, Ruiqi Wu, Zhi Chai, Chun-Le Guo
arXiv 2022   [PDF] [Code] [中译版] [bib]

User-Oriented Interactive Style Transfer
Zheng Lin, Zhao Zhang, Kang-Rui Zhang, Bo Ren, Ming-Ming Cheng
CVMJ 2026   [PDF] [Code] [中译版] [DOI] [bib]

RelationLMM: Large Multimodal Model as Open and Versatile Visual Relationship Generalist
Chi Xie, Shuang Liang, Jie Li, Zhao Zhang, Feng Zhu, Rui Zhao, Yichen Wei
TPAMI 2025   [Paper] [bib]

Co-Salient Object Detection with Co-Representation Purification
Ziyue Zhu*, Zhao Zhang*, Zheng Lin, Xing Sun, Ming-Ming Cheng
TPAMI 2023   [PDF] [Code] [中译版] [bib]

Sequential Interactive Image Segmentation
Zheng Lin, Zhao Zhang, Zi-Yue Zhu, Deng-Ping Fan, Xia-Lei Liu
CVMJ 2022   [PDF] [Code] [中译版]

Bilateral Attention Network for RGB-D Salient Object Detection
Zhao Zhang, Zheng Lin, Jun Xu, Wenda Jin, Shao-Ping Lu, and Deng-Ping Fan
TIP 2021   [PDF] [Code] [bib]

Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks
Deng-Ping Fan, Zheng Lin, Zhao Zhang, Menglong Zhu, Ming-Ming Cheng
TNNLS 2020   [PDF] [Code] [Project] [bib]

Detect Anything in Graphic Design:
Element-Level Rewards for Autoregressive Detection
Jiangning Zhu, Bowen Li, Shenyu Qiao, Yima Gu, Zhao Zhang, Yuhui Yuan, Shixia Liu
NeurIPS 2026   [Paper] [PDF] [Code] [bib]

PixelART: Image-to-Layer Decomposition
without Latents or Text-to-Image Pretraining
Zelin Jia, Zhao Zhang, Zhicong Tang, Yuhui Yuan, Shixia Liu
NeurIPS 2026   [Paper] [PDF] [bib]

Masked Region Transformer for Layered Image Generation and Editing at Scale
Zhicong Tang, Jingye Chen, Zhao Zhang, Mohan Zhou, Yuchi Liu, Yifan Pu, Yalong Bai, Ethan Smith, Yuhui Yuan
CVPR 2026   [Paper] [Try Magic Layers]

CreatiDesign: A Unified Multi-Conditional Diffusion Transformer
for Creative Graphic Design
Hui Zhang, Dexiang Hong, Maoke Yang, Yutao Cheng, Zhao Zhang, Weidong Chen,
Jie Shao, Xinglong Wu, Zuxuan Wu, and Yu-Gang Jiang
ICLR 2026   [Repo] [Project page] [Paper] [bib]

Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 Tokens
Qingsong Xie, Zhao Zhang, Zhe Huang, Yanhao Zhang, Haonan Lu, Zhenyu Yang
CVPR 2026   [PDF] [Project] [bib]

Decomposition of Graphic Design with Unified Multimodal Model
Hui Nie, Zhao Zhang, Yutao Cheng, Maoke Yang, Gonglei Shi, Qingsong Xie, Jie Shao, Xinglong Wu
ICML 2025   [Repo Coming Soon]

Graphic Design with Large Multimodal Model
Yutao Cheng*, Zhao Zhang*, Maoke Yang*, Hui Nie, Chunyuan Li, Xinglong Wu, Jie Shao
AAAI 2025   [PDF] [Project] [bib]

Link-Context Learning for Multimodal LLMs
Yan Tai, Weichen Fan, Zhao Zhang, Ziwei Liu
CVPR 2024   [PDF] [Code] [bib]

Described Object Detection: Liberating Object Detection with Flexible Expressions
Chi Xie*, Zhao Zhang*, Yixuan Wu, Feng Zhu, Rui Zhao, Shuang Liang
NeurIPS 2023   [PDF] [Code] [bib]

Advancing Referring Expression Segmentation Beyond Single Image
Yixuan Wu*, Zhao Zhang*, Chi Xie, Feng Zhu, Rui Zhao
ICCV 2023   [PDF] [Code] [bib]

PAC-Net: Highlight Your Video via History Preference Modeling
Hang Wang, Penghao Zhou, Chong Zhou, Zhao Zhang, Xing Sun
ECCV 2022   [PDF] [bib]

Multi-Mode Interactive Image Segmentation
Zheng Lin, Zhao Zhang*, Ling-Hao Han, Shao-Ping Lu
ACM MM 2022   [PDF] [Code] [中译版]

KnifeCut: Refining Thin Part Segmentation with Cutting Lines
Zheng Lin, Zheng-Peng Duan, Zhao Zhang, Chunle Guo, Ming-Ming Cheng
ACM MM 2022 (Oral)   [PDF] [Code] [中译版]

FocusCut: Diving into a Focus View in Interactive Segmentation
Zheng Lin, Zheng-Peng Duan, Zhao Zhang, Chun-Le Guo, Ming-Ming Cheng
CVPR 2022 (Oral)   [PDF] [Code] [中译版] [bib]

Gradient-Induced Co-Saliency Detection
Zhao Zhang*, Wenda Jin*, Jun Xu, Ming-Ming Cheng
ECCV 2020   [PDF] [Project] [Code] [Short Video] [Long Video] [Slides] [中译版] [bib]

Interactive Image Segmentation with First Click Attention
Zheng Lin, Zhao Zhang, Lin-Zhuo Chen, Ming-Ming Cheng, Shao-Ping Lu
CVPR 2020   [PDF] [Code] [Project] [bib]

Low Resolution Face Recognition and Reconstruction via Deep Canonical Correlation Analysis
Zhao Zhang, Yun-Hao Yuan, Xiao-bo Shen, Yun Li
ICASSP 2018   [PDF] [bib]

Face Hallucination and Recognition Using Kernel Canonical Correlation Analysis
Zhao Zhang, Yun-Hao Yuan, Yun Li, Bin Li, Ji-Peng Qiang
ICONIP 2017 (Oral)   [PDF] [Slides] [bib]

Supervised Deep Canonical Correlation Analysis for Multiview Feature Learning
Yan Liu, Yun Li, Yun-Hao Yuan, Ji-Peng Qiang, Min Ruan, Zhao Zhang
ICONIP 2017   [PDF] [bib]