Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
publications
Multi-scale stepwise training strategy of convolutional neural networks for diabetic retinopathy severity assessment
Published in IJCNN, 2019
CNN, Medical Imaging
Recommended citation: Fangjun Li, et al. Multi-scale stepwise training strategy of convolutional neural networks for diabetic retinopathy severity assessment. In 2019 International Joint Conference on Neural Networks (IJCNN) (pp. 1-5). IEEE. https://ieeexplore.ieee.org/document/8851904
An improved clear cell renal cell carcinoma stage prediction model based on gene sets
Published in BMC bioinformatics, 2020
Feature Selection, Machine Learning, Gene Data
Recommended citation: Fangjun Li, et al. An improved clear cell renal cell carcinoma stage prediction model based on gene sets.BMC bioinformatics, 21, 1-15. https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-020-03543-0
Exploring the GLIDE model for Human Action-effect Prediction
Published in P-VLAM, 2022
Diffusion Model, Image Manipulation
Recommended citation: Fangjun Li, et al. Exploring the GLIDE model for Human Action-effect Prediction. P-VLAM (2022): 1. https://aclanthology.org/2022.pvlam-1.pdf#page=9
Ontology Knowledge-enhanced In-Context Learning for Action-Effect Prediction.
Published in ACS, 2022
Ontology Knowledge, LLMs, Prompt Engineering
Recommended citation: Fangjun Li, et al. Ontology Knowledge-enhanced In-Context Learning for Action-Effect Prediction. In Advances in Cognitive Systems (ACS-2022) https://advancesincognitivesystems.github.io/acs2022/data/acs22_paper-7652.pdf
Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark
Published in AAAI Technical Track on Natural Language Processing II, 2024
Spatial Reaoning, LLMs, Prompt Engineering
Recommended citation: Fangjun Li, et al. Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 38, No. 17, pp. 18500-18507) https://ojs.aaai.org/index.php/AAAI/article/view/29811
research
Reframing Spatial Reasoning Evaluation in Language Models
This work builds a real-world simulation benchmark for evaluating spatial reasoning abilities of language models.
Advancing Spatial Reasoning in Large Language Models
An In-Depth Evaluation and Enhancement Using the StepGame Benchmark 
Ontology Knowledge-enhanced In-Context Learning
We proposed task-relevant ontology knowledge integration for in-context learning with generative pre-trained language models (PLMs). Specifically, we developed an ontology-to-text transformation to bridge the gap between symbolic knowledge and text. We further introduce unseen knowledge learning via PLMs to infer knowledge for concepts that do not have definitions in the knowledge base. 
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.