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bighuang624/README.md

Hi there, I'm Siteng Huang (黄思腾 in Chinese)! 👋 You can also call me Kyon Huang.

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.

Twitter GitHub GitHub Google Scholar

🔍 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:

📫 Contact me by:

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

Pinned

  1. bighuang624.github.io bighuang624.github.io Public

    学术主页 | Academic Page

    JavaScript 10 16

  2. VoP VoP Public

    [CVPR 2023] VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval

    27 3

  3. DSANet DSANet Public

    Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

    Python 250 59

  4. AGAM AGAM Public

    Code for the AAAI 2021 paper "Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition".

    Python 10 6

  5. Troika Troika Public

    [arxiv 2023] Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning

    3

  6. RL-CZSL RL-CZSL Public

    [ICMR 2023] Reference-Limited Compositional Zero-Shot Learning

    Python

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January 2024

Created 1 commit in 1 repository
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