Testbed

Basic formatting

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

External link

Internal link

italic text

bold text

strike-through text

Text with extra blank lines above and below

• list item a
• list item b
• list item c

1. ordered list item 1
2. ordered list item 2
3. ordered list item 3

1. top level list item
   • nested list item
     1. even deeper nested list item

Plain image:

Heading 1

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Heading 2

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Heading 3

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Heading 4

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Heading 5

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Heading 6

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

It was the best of times it was the worst of times. It was the age of wisdom, it was the age of foolishness. It was the spring of hope, it was the winter of despair.

// some code with syntax highlighting
const popup = document.querySelector("#popup");
popup.style.width = "100%";
popup.innerText =
  "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.";

This sentence has inline code, useful for making references to variables, packages, versions, etc. within a sentence.

Lorem ipsum dolor sit amet.

Consectetur adipiscing elit.

Sed do eiusmod tempor incididunt.

Jekyll Spaceship

$ a * b = c ^ b $

$ 2^{\frac{n-1}{3}} $

$ \int_a^b f(x)\,dx. $

Components

Section

Section, background

Section, dark=true

Section, background dark=true

Section, size=wide

Section, size=full w/ figure

Figure

Button

Icon

Lorem Ipsum Dolor

Feature

Title

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Title

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

List

List citations

2024

2023

List projects

End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations

International Conference on Machine Learning (ICML)

resource

VideoAgent:A Memory-augmented Multimodal Agent for Video Understanding

European Conference on Computer Vision (ECCV)

resource

CLOVA:A Closed-Loop Visual Assistant with Tool Usage and Update

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

resource publication

An Embodied Generalist Agent in 3D World

International Conference on Machine Learning (ICML)

software

3D-VisTA:Pre-trained Transformer for 3D Vision and Text Alignment

International Conference on Computer Vision (ICCV), 2023

software

List team members

Qing Li Researcher, Team Lead

Zhi Gao Researcher

Xiaojian Ma Researcher

Yuntao Du Researcher

Guoxi Zhang Researcher

Hongming Xu Engineer

Yue Fan Engineer

Tianxu Wang Engineer

Huimin Wu Engineer

Ziyu Zhu Intern

Lirui Luo Intern

Xintong Zhang Intern

Zhuofan Zhang Intern

Haozhe Zhao Intern

Jun Guo Intern

Rujie Wu Intern

Chenrui Shi Intern

Pengxiang Li Intern

Rongpeng Su Intern

Xiaowen Zhang Intern

Kailin Jiang Intern

Xianhao Wang Intern

Haojun Chen Intern

Yapeng Mi Intern

Yutian Cheng Intern

Min Yang Intern

Xilin Wang Intern

Enqi Liu Intern

Zirui Shang Intern

Yukai Ding Intern

Junhao Li Intern

List blog posts

2023

Example post 3

john-doe February 23, 2023 February 05, 2025

biology medicine

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

2021

2019

Citation

[no title info]

[no publisher info]  ·  [no date info]

Card

A Large Card A cool card

A cool description

manual-tag

A Small Card A cool card

Lorem ipsum

manual-tag

Portrait

Manual name

Post Excerpt

Alert

Tags

Float

Figures

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

Code

const test = "Lorem ipsum dolor sit amet, consectetur adipiscing elit.";

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Nulla facilisi etiam dignissim diam quis. Id aliquet lectus proin nibh nisl condimentum id venenatis a. Tristique magna sit amet purus gravida quis blandit turpis cursus. Ultrices eros in cursus turpis massa tincidunt dui ut ornare. A cras semper auctor neque vitae tempus quam pellentesque nec. At tellus at urna condimentum mattis pellentesque. Ipsum consequat nisl vel pretium. Ultrices mi tempus imperdiet nulla malesuada pellentesque elit eget gravida. Integer vitae justo eget magna fermentum iaculis eu non diam. Mus mauris vitae ultricies leo integer malesuada nunc vel. Leo integer malesuada nunc vel risus. Ornare arcu odio ut sem nulla pharetra. Purus semper eget duis at tellus at urna condimentum. Enim neque volutpat ac tincidunt vitae semper quis lectus.

Grid

Regular

With Markdown images

Square

With figure components

Grid of citations

2024

Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World

Rujie Wu, Xiaojian Ma, Zhenliang Zhang, Wei Wang, Qing Li, Song-Chun Zhu, Yizhou Wang

International Conference on Learning Representations (ICLR)  ·  2024

Website

CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update

Zhi Gao, Yuntao Du, Xintong Zhang, Xiaojian Ma, Wenjuan Han, Song-Chun Zhu, Qing Li

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  2024

Website

VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding

Yue Fan, Xiaojian Ma, Rujie Wu, Yuntao Du, Jiaqi Li, Zhi Gao, Qing Li

European Conference on Computer Vision (ECCV)  ·  2024

Website

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang

International Conference on Learning Representations (ICLR)  ·  2024

Website

An Embodied Generalist Agent in 3D World

Jiangyong Huang, Silong Yong, Xiaojian Ma, Xiongkun Linghu, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang

International Conference on Machine Learning (ICML)  ·  2024

Website

End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations

Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li

International Conference on Machine Learning (ICML)  ·  2024

Website

spotlight

SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding

Baoxiong Jia, Yixin Chen, Huangyue Yu, Yan Wang, Xuesong Niu, Tengyu Liu, Qing Li, Siyuan Huang

European Conference on Computer Vision (ECCV)  ·  2024

Website

Neural-Symbolic Recursive Machine for Systematic Generalization

Qing Li, Yixin Zhu, Yitao Liang, Ying Nian Wu, Song-Chun Zhu, Siyuan Huang

International Conference on Learning Representations (ICLR)  ·  2024

Website

JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Zihao Wang, Shaofei Cai, Anji Liu, Yonggang Jin, Jinbing Hou, …, Zhaofeng He, Zilong Zheng, Yaodong Yang, Xiaojian Ma, Yitao Liang

Transactions on Pattern Analysis and Machine Intelligence (TPAMI)  ·  2024

Website

2023

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment

Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li

International Conference on Computer Vision (ICCV)  ·  2023

Website

A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics

Qing Li, Siyuan Huang, Yining Hong, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu

International Conference on Learning Representations (ICLR)  ·  2023

Website

Exploring Data Geometry for Continual Learning

Zhi Gao, Chen Xu, Feng Li, Yunde Jia, Mehrtash Harandi, Yuwei Wu

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  2023

Website

SQA3D: Situated Question Answering in 3D Scenes

Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang

International Conference on Learning Representations (ICLR)  ·  2023

Website

Learning non-Markovian Decision-Making from State-only Sequences

Aoyang Qin, Feng Gao, Qing Li, Song-Chun Zhu, Sirui Xie

Advances in Neural Information Processing Systems (NeurIPS)  ·  2023

Website

Meta-causal Learning for Single Domain Generalization

Jin Chen, Zhi Gao, Xinxiao Wu, Jiebo Luo

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  ·  2023

Website

Learning to Optimize on Riemannian Manifolds

Zhi Gao, Yuwei Wu, Xiaomeng Fan, Mehrtash Harandi, Yunde Jia

Transactions on Pattern Analysis and Machine Intelligence (TPAMI)  ·  2023

Website

Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data

Zhi Gao, Yuwei Wu, Mehrtash Harandi, Yunde Jia

Transactions on Pattern Analysis and Machine Intelligence (TPAMI)  ·  2023

Website

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Zihao Wang, Shaofei Cai, Guanzhou Chen, Anji Liu, Xiaojian Ma, Yitao Liang

Advances in Neural Information Processing Systems (NeurIPS)  ·  2023

Website

Grid of blog posts

2023

Example post 3

john-doe February 23, 2023 February 05, 2025

biology medicine

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

2021

Example post 2

jane-smith September 30, 2021 February 05, 2025

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

2019

Example post 1

sarah-johnson January 07, 2019 February 05, 2025

biology medicine big-data

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Cols

Text

Images

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Code

const test = "Lorem ipsum dolor sit amet";

const test = "Lorem ipsum dolor sit amet";

const test = "Lorem ipsum dolor sit amet";

Search

Site Search