Researcher
Hunyun, Tencent
Curriculum Vitae | Blog
I am a researcher at Hunyun, Tencent. Previously, I obtained my master degree at Beijing Institute of Technology, advised by Prof. Ying Fu. Before that, I received my B.S. in Computer Science and Technology from Beijing Institute of Technology in 2020. I also work closely with Kaixuan Wei advised by Felix Heide at Princeton University.
My research interest lies in the generative models, optimization and computer vision. Previously, I primarily worked on diffusion models, proximal algorithm modeling, and image restoration. I also gained experience in some high-level vision tasks during the internship at OpenGVLab, advised by Wenhai Wang.
News
For Fun
- May 2024: 🌻 Released MuLan - Make your diffusion model multilingual without training.
- Apr 2024: 🤗 Released OpenDMD - Open sourced one step diffusion model.
- Oct 2023: 🎉 Checkout our investigation of DALLE3 at Mini-DALLE3.
- May 2023: 🔥 Released Anything2Image and replication of DragGAN.
Research
- Oct 2024: VisionLLM-v2 is accepted by NeurIPS 2024.
- July 2024: ControlLLM is accepted by ECCV 2024.
- Nov 2023: HSI-RefSR is accepted by TNNLS.
- Jul 2023: HSDT is accepted by ICCV 2023.
- May 2023: Delta-Prox is accepted by SIGGRAPH TOG 2023.
- Jan 2022: DPHSIR is accepted by Neurocomputing.
Selected Publications
- ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization
SIGGRAPH 2023, ACM Transactions on Graphics.[Website] [Code] [Colab]
- Denoising Diffusion Semantic Segmentation with Mask Prior Modeling
Preprint, arXiv preprint arXiv:2306.01721.[Code]
- Hybrid Spectral Denoising Transformer with Guided Attention
ICCV 2023, International Conference on Computer Vision.[Poster] [Code]
Experiences
- 2024-1 ~ Now: Researcher at Hunyun Tencent.
- 2023-7 ~ 2023-12: Researcher at iflytek Research.
- 2022-5 ~ 2023-7: Research intern at Shanghai AI laboratory, advised by Wenhai Wang.
- 2019-7 ~ 2020-3: Algorithm intern at Kuaishou Technology, Y-Tech.
Services
Journal reviewer: TIP / TGRS
Conference reviewer: CVPR 2022 / ICCV 2021 / PBDL 2021 / ACMMM 2021
Awards
- National Scholarship China (2022)
- Academic Scholarship of Beijing Institute of Technology (2020,2022)
- Honorable Mention, Interdisciplinary Contest in Modeling (2019)
- First Prize of China Undergraduate Mathematical Contest in Modeling, Beijing (2018)
- Scholarship for Outstanding Students (2017,2018)