Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision. - Xiaoshi Wu; Hadar Averbuch-Elor; Jin Sun 007; Noah Snavely (ICCV, 2021)

Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks. - Xizhou Zhu; Jinguo Zhu; Hao Li 069; Xiaoshi Wu; Xiaogang Wang 001; Hongsheng Li 001; Xiaohua Wang 001; Jifeng Dai (CoRR, 2021)

Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks. - Xizhou Zhu; Jinguo Zhu; Hao Li 069; Xiaoshi Wu; Hongsheng Li 001; Xiaohua Wang 001; Jifeng Dai (CVPR, 2022)

CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching. - Xiaoshi Wu; Feng Zhu 006; Rui Zhao 001; Hongsheng Li 001 (CVPR, 2023)

Human Preference Score: Better Aligning Text-to-image Models with Human Preference. - Xiaoshi Wu; Keqiang Sun; Feng Zhu 006; Rui Zhao 001; Hongsheng Li 001 (ICCV, 2023)

JourneyDB: A Benchmark for Generative Image Understanding. - Keqiang Sun; Junting Pan; Yuying Ge; Hao Li 069; Haodong Duan; Xiaoshi Wu; Renrui Zhang; Aojun Zhou; Zipeng Qin; Yi Wang 074; Jifeng Dai; Yu Qiao 001; et al. (NeurIPS, 2023)

Better Aligning Text-to-Image Models with Human Preference. - Xiaoshi Wu; Keqiang Sun; Feng Zhu 006; Rui Zhao 001; Hongsheng Li 001 (CoRR, 2023)

Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis. - Xiaoshi Wu; Yiming Hao; Keqiang Sun; Yixiong Chen; Feng Zhu 006; Rui Zhao 001; Hongsheng Li 001 (CoRR, 2023)

Be-Your-Outpainter: Mastering Video Outpainting Through Input-Specific Adaptation. - Fu-Yun Wang; Xiaoshi Wu; Zhaoyang Huang; Xiaoyu Shi 002; Dazhong Shen; Guanglu Song; Yu Liu 015; Hongsheng Li 001 (ECCV (44), 2024)

Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models. - Xiaoshi Wu; Yiming Hao; Manyuan Zhang; Keqiang Sun; Zhaoyang Huang; Guanglu Song; Yu Liu 015; Hongsheng Li 001 (ECCV (83), 2024)

CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching. - Dongzhi Jiang; Guanglu Song; Xiaoshi Wu; Renrui Zhang; Dazhong Shen; Zhuofan Zong; Yu Liu 015; Hongsheng Li 001 (NeurIPS, 2024)

ECNet: Effective Controllable Text-to-Image Diffusion Models. - Sicheng Li 002; Keqiang Sun; Zhixin Lai; Xiaoshi Wu; Feng Qiu; Haoran Xie 002; Kazunori Miyata; Hongsheng Li 001 (CoRR, 2024)

HPSv3: Towards Wide-Spectrum Human Preference Score. - Yuhang Ma; Yunhao Shui; Xiaoshi Wu; Keqiang Sun; Hongsheng Li (CoRR, 2025)