Taihang Hu
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MS student [Google Scholar] [Github] [E-mail] |
About Me
I am currently a second-year MS student at Tianjin Key Laboratory of Visual Computing and Intelligent Perception (VCIP, the lab is lead by Ming-Ming Cheng), Nankai University, advised by Prof. Yaxing Wang. My research interests lie in the acceleration of generative models and semantic alignment, such as accelerating diffusion models without training and enhancing the semantic alignment of diffusion models with text prompts, as well as focusing on safer generative models.
News
- [10/2024] I get the NeurIPS 2024 Scholar Award, Looking forward to meeting in Vancouver ^_^
- [09/2024] Three papers were accepted by NeurIPS 2024 (including one spotlight).
- [01/2024] One paper was accepted by ICLR 2024.
- [08/2023] Started my MS journey at Nankai University.
- [06/2023] Happy to graduate from Chongqing University. Thank you to all my classmates and teachers!
- [05/2023] See our new work, StyleDiffusion for image editing
Publications
(* indicates equal contribution, # indicates Corresponding author)
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Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
Taihang Hu, Linxuan Li, Joost van de Weijer, Hongcheng Gao, Fahad Khan, Jian Yang, Ming-Ming Cheng, Kai Wang, Yaxing Wang(NeurIPS 2024)
[Paper] [Code]
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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(NeurIPS 2024, the order of the Co-first authors was determined by coin flip.)
[Paper] [Code]
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Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning
Jiadong Pan*, Hongcheng Gao*, Zongyu Wu, Taihang Hu, Li Su, Liang Li, Qingming Huang(NeurIPS 2024 Spotlight )
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Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
Senmao Li, Joost van de Weijer, Taihang Hu, Fahad Shahbaz Khan, Qibin Hou, Yaxing Wang#, Jian Yang(ICLR 2024)
[Paper] [Code]
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StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing
Senmao Li, Joost van de Weijer, Taihang Hu, Fahad Shahbaz Khan, Qibin Hou, Yaxing Wang#, Jian (CVMJ 2024)
[Paper] [Code]
Education
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M.S. in Computer Science and Technology (Sep. 2023 - Present) Nankai University, Chongqing, China
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B.E. in Computer Science and Technology (Sep. 2019 - Jun. 2023) Chongqing University, Chongqing, China
Honors & Award
Outstanding UG graduate, Outstanding student in Chongqing University, 2023
Advanced Individual in Enhancing Innovation Capabilities in Chongqing University, 2022
China Undergraduate Mathematical Contest in Modeling, National First Prize, 2021