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I am a fifth-year Ph.D. student at Zhejiang University, advised by Prof. Donglin Wang. Additionally, I am involved in a joint program with Westlake University and am a member of Machine Intelligence Laboratory (MiLAB). Currently, I am also a research intern at Alibaba Group. Prior to my Ph.D. career, I received my B.Eng. Degree from School of Computer Science, Wuhan University in 2019.

🔍 Currently, my research has centered on

• AIGC: text-to-image generation (T2I), customized & controllable generation, diffusion models
• Multi-modal large models: parameter-efficient fine-tuning (PEFT / PETL), multimodal large language models (MLLM), vision-language pre-trained models (VLM), text-video retrieval (TVR)
• Data-efficient learning: few-shot learning (FSL), compositional zero-shot learning (CZSL), meta-learning, transfer learning
• Embodied AI: foundation models for robotics

I am always looking for related colaboration. If you are interested to chat with me, feel free to drop me an email.

💬 News:

• [November 29, 2023] A new paper about Cobra, an efficient multi-modal large language model, was released. Project page has been available. The paper has been featured by Hugging Face Daily Papers! Demo will be soon available.
• [March 13, 2024] One paper about parameter-efficient tuning for visual grounding got accepted for ICME 2024.
• [February 27, 2024] Awarded as Zhejiang University 2024 Outstanding Graduates!
• [February 27, 2024] Three papers as first/co-first author got accepted for CVPR 2024. Congratulations to all collaborators!
• [December 13, 2023] One paper on diffusion model-based zero-shot visual grounding got accepted for ICASSP 2024. Congratulations to all collaborators!
• [December 9, 2023] One paper on VLM-based unsupervised domain adaptation got accepted for AAAI 2024.
• [November 29, 2023] A new paper on action-customized text-to-image generation was released. Project page has been available.
• [November 29, 2023] A new paper about a training-free layout calibration system for text-to-image generation was released. Project page has been available.
• [July 24, 2023] 2023 Scholar Metrics was released by Google Scholar. Our paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting" ranked 8th of the CIKM 2019 conference according to the citations, and 26th within five years.
• [April 2, 2023] One paper about reference-limited compositional learning got accepted for ICMR 2023. Congratulations to all collaborators!
• [February 28, 2023] One paper about parameter-efficient text-video retrieval got accepted for CVPR 2023. Congratulations to all collaborators!

📫 Contact me by:

• Email: siteng.huang[at]gmail.com (Please change [at] to @)