Zhang, Huijie

10 publications

NeurIPS 2025 A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective Lianghe Shi, Meng Wu, Huijie Zhang, Zekai Zhang, Molei Tao, Qing Qu

ICLRW 2025 Diffusion Models Learn Low-Dimensional Distributions via Subspace Clustering Peng Wang, Huijie Zhang, Zekai Zhang, Siyi Chen, Yi Ma, Qing Qu

NeurIPS 2025 Shallow Diffuse: Robust and Invisible Watermarking Through Low-Dim Subspaces in Diffusion Models Wenda Li, Huijie Zhang, Qing Qu

NeurIPSW 2024 Diffusion Model Learns Low-Dimensional Distributions via Subspace Clustering Peng Wang, Huijie Zhang, Zekai Zhang, Siyi Chen, Yi Ma, Qing Qu

NeurIPS 2024 Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing Siyi Chen, Huijie Zhang, Minzhe Guo, Yifu Lu, Peng Wang, Qing Qu

CVPR 2024 Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu

NeurIPSW 2024 Shallow Diffuse: Robust and Invisible Watermarking Through Low-Dimensional Subspaces in Diffusion Models Wenda Li, Huijie Zhang, Qing Qu

ICML 2024 The Emergence of Reproducibility and Consistency in Diffusion Models Huijie Zhang, Jinfan Zhou, Yifu Lu, Minzhe Guo, Peng Wang, Liyue Shen, Qing Qu

ECCV 2022 ClearPose: Large-Scale Transparent Object Dataset and Benchmark Xiaotong Chen, Huijie Zhang, Zeren Yu, Anthony Opipari, Odest Chadwicke Jenkins

ECCVW 2022 TransNet: Category-Level Transparent Object Pose Estimation Huijie Zhang, Anthony Opipari, Xiaotong Chen, Jiyue Zhu, Zeren Yu, Odest Chadwicke Jenkins