Journal

• Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui, Jian Yang

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [paper][arxiv]

• Casting a BAIT for Offline and Online Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Luis Herranz, Shangling Jui, Joost van de Weijer

Computer Vision and Image Understanding (CVIU), 2023 [paper][arxiv][code]

• On Implicit Attribute Localization for Generalized Zero-Shot Learning

Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer 

IEEE Signal Processing Letters, 2021 [paper][arXiv] 

Preprint

• OpenMU: Your Swiss Army Knife for Music Understanding

Mengjie Zhao, Zhi Zhong, Zhuoyuan Mao, Shiqi Yang, Wei-Hsiang Liao, Shusuke Takahashi, Hiromi Wakaki, Yuki Mitsufuji

preprint, 2024 [arxiv][code]

• GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models

M. Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao, Sivan Doveh, Wei Lin, Paul Gavrikov, Michael Dorkenwald, Shiqi Yang, Saurav Jha, Hiromi Wakaki, Yuki Mitsufuji, Horst Possegger, Rogerio Feris, Leonid Karlinsky, James Glass

preprint, 2024 [arxiv]

• Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation

Shiqi Yang, Zhi Zhong, Mengjie Zhao, Shusuke Takahashi, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji

preprint, 2024 [arxiv][demo]

• MaTe3D: Mask-guided Text-based 3D-aware Portrait Editing

Kangneng Zhou, Daiheng Gao, Xuan Wang, Jie Zhang, Peng Zhang, Xusen Sun, Longhao Zhang, Shiqi Yang, Bang Zhang, Liefeng Bo, Yaxing Wang

preprint, 2023 [arxiv]

• A Critical Look at the Current Usage of Foundation Model for Dense Recognition Task

Shiqi Yang, Atsushi Hashimoto, Yoshitaka Ushiku

preprint, 2023 [arXiv]

• OneRing: A Simple Method for Source-free Open-partial Domain Adaptation

Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer

preprint, 2022 [project][arXiv][code] 

International Conference

• One-way ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models

Senmao Li, Lei Wang, Kai Wang, Tao Liu, Jiehang Xie, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, jian Yang

The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2025 [arxiv]

• Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models

Saurav Jha, Shiqi Yang*, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji

International Conference on Learning Representations (ICLR) 2025 [arxiv] [openreview] [project]

• One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt

Tao Liu, Kai Wang, Senmao Li, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang, Ming-Ming Cheng

International Conference on Learning Representations (ICLR) 2025 Spotlight [arxiv] [openreview][project]

• InternLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration

Senmao Li, Kai Wang, Joost van de Weijer, Fahad Shahbaz Khan, Chun-Le Guo, Shiqi Yang, Yaxing Wang, jian Yang, Ming-Ming Cheng

International Conference on Learning Representations (ICLR) 2025 [arxiv] [openreview][project]

• Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models

Senmao Li, Taihang Hu, Fahad Shahbaz Khan, Linxuan Li, Shiqi Yang, Yaxing Wang, Ming-Ming Cheng, Jian Yang

Advances in Neural Information Processing Systems (NeurIPS) 2024 [project][arxiv][code]

• SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond

Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji

International Society for Music Information Retrieval (ISMIR) 2024 [arxiv]

• Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing

Kai Wang, Fei Yang, Shiqi Yang, Muhammad Atif Butt, Joost van de Weijer 

Advances in Neural Information Processing Systems (NeurIPS) 2023 [paper][arxiv][code]

• Positive Pair Distillation Considered Harmful: Continual Meta Metric Learning for Lifelong Object Re-Identification

Kai Wang, Chenshen Wu, Andrew D. Bagdanov, Xialei Liu, Shiqi Yang, Shangling Jui, Joost van de Weijer

British Machine Vision Conference (BMVC) 2022 [arxiv][code]

• Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer

Advances in Neural Information Processing Systems (NeurIPS) 2022 Spotlight [project][paper][arXiv][code] 

• Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui 

Advances in Neural Information Processing Systems (NeurIPS) 2021 [project][paper][arXiv][code]

• Generalized Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui 

International Conference on Computer Vision (ICCV) 2021 [project][paper][arXiv][code][video]

• Parallel Convolutional Networks for Image Recognition via a Discriminator

Shiqi Yang, Gang Peng

Asian Conference on Computer Vision (ACCV) 2018 [paper][arXiv]

• Attention to Refine Through Multi Scales for Semantic Segmentation

Shiqi Yang, Gang Peng

Pacific-Rim Conference on Multimedia (PCM) 2018 [paper][arXiv]