Jia Li (Iris)

I'm now a master student at Institute of Information Engineering [IIE], University of Chinese Academy of Sciences [UCAS]. I completed my B.E. in CS from [WHUT] (2017-2021).

My research interests lie around Trustworthy AI and AI for Social Good. I am deeply motivated to explore how AI technology can be developed and deployed in a explainable and safe way to align with human values.

I'm now particularly interested in Artificial Intelligence Generated Content(AIGC) technology, especially for controlling generation for ethical content.

Additionally, I love game programming.

Email  /  Github /  ZhiHu

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Research
Fair Text-to-image Diffusion via Fair Mapping

In this paper, we address the limitations of existing text-to-image diffusion models in generating demographically fair results when given human-related descriptions. To overcome this challenge, we propose Fair Mapping, a general, model-agnostic, and lightweight approach that modifies a pre-trained text-to-image model by controlling the prompt to achieve fair image generation.

SA-SVD: Mitigating Bias in Face Recognition by Fair Representation Learning

In this paper, to enhance the representation space utilization and reduce disparities among different demographic groups, we introduce SA-SVD, a regularization method orthogonal to existing face recognition methods. It has potential to capture the intricate patterns and subtle differences in face features across individuals within certain demographic groups.

Improve Fairness In Face Recognition via Causal Inference

In this paper, we conduct an exploration of homogeneity bias in face recognition by structual causal model and propose a novel fairness model learning method via causal intervention for face recognition. Specifically, we use four different metrics to evalutate our results.

Experience
ucas University of Chinese Academy of Sciences
M.S., Computer Vision, Current GPA: 3.77/4.0.
kaust King Abdullah University of Science & Technology
Remote Intern
whut Wuhan University of Technology
B.S., Computer Science and Technology, Current GPA: 4.0/4.0.
Non-academic

I also have a fever in game programming.

乾陵为囚（Imprisoned in Qianling）

I'm the lead programmer for this project. It tells a story about a maid(player)'s journey to unravel the mystery of the tomb's occupant.

relative tags: #Ancient;#History;#2d;#Puzzle;#Plot

Ship Cockpit Monitoring System Based on Deep Vision

We use the movements data from ship monitor including the position information data rather than video in a more lightweight way to recreat the crew action in virtual 3d cockpit software.


thanks for the web template.