Liu DAI 「戴浏」
Hi, thank you for stopping by :)
I am an incoming CS Ph.D. student at UC San Diego advised by Prof.
Hao Su.
Currently I'm a senior CS undergraduate student at Tongji University.
I also had the privilege of working closely with
Prof. He Wang at
Peking University
and Prof. Weiwei Guo
at
Tongji-MIT City Science Lab.
My research interests lie in 3D AIGC and Data-Driven Embodied AI, with a focus on:
Generate diverse, interactive and information-rich 3D environments in large scale, especially leveraging generative and foundation models.
Develop data-driven and generalizable robot perception and planning algorithms which demonstrate high robustness when being transferred from simulation to the real world.
Contact:
l2dai[AT]ucsd.edu
dailiu.cndl[AT]gmail.com
Google Scholar
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Github
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LinkedIn
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Twitter
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News
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01/2024      
One paper is accepted to ICRA 2024!
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05/2023      
I received the Pursuit of Excellence Scholarship with 50000¥ (≈7000$), which is the highest honor at Tongji.
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02/2023      
One paper is accepted to CVPR 2023!
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12/2022      
I received this year's SenseTime Scholarship with 20000¥ (≈3000$), which is an academic scholarship that selects 30 undergrads from all over China in the field of AI.
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11/2022      
I am awarded with this year's Undergraduate Academic Star of Tongji, the highest honor for undergrads at Tongji.
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Selected Publication
* : equivalent contribution, † : corresponding author(s)
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CGI-Scene: Controllable Generation of Open-Vocabulary Interactive Scenes
Liu Dai, Fanbo Xiang, Minghua Liu, Hao Su†
Under Review
[PDF]
[Code]
[Website]
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GAMMA: Graspability-Aware Mobile MAnipulation Policy Learning based on Online Grasping Pose Fusion
Jiazhao Zhang*, Nandiraju Gireesh*, Jilong Wang, Xiaomeng Fang, Chaoyi Xu, Weiguang Chen, Liu Dai, He Wang†
ICRA 2024
[PDF]
[Code]
[Website]
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3D-Aware Object Goal Navigation via Simultaneous Exploration and Identification
Jiazhao Zhang*, Liu Dai*, Fanpeng Meng, Qingnan Fan, Xuelin Chen, Kai Xu, He Wang†
CVPR 2023
[PDF]
[Code]
[Website]
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Research Experience
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University of California, San Diego
Research intern advised by Prof. Hao Su
Apr. 2023 - Present
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Peking University
Research intern advised by Prof. He Wang
Mar. 2022 - Mar. 2023
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Indoor Object Goal Navigation
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Robot Dog Mobile Manipulation
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Tongji-MIT City Science Lab
Research intern advised by Prof. Weiwei Guo
Oct. 2021 - Mar. 2022
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Novel Knowledge Discovery
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Selected Honors and Awards
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[2024] Distinguished Graduate in Shanghai
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[2023] Pursuit of Excellence Scholarship by Tongji University (50000¥≈7000$, the highest honor at Tongji, 10/43106)
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[2023] National Silver Award in Challenge Cup Competition: Entrepreneurship Track (best record in college history)
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[2022] SenseTime Scholarship (20000¥≈3000$, nationwide selected 30 undergrads in the field of AI in China)
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[2022] Undergraduate Academic Star of Tongji University (the highest honor for undergrads at Tongji, 15/18536)
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[2022] Shanghai Gold Award in Internet + Competition
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[2021] National First Prize in Challenge Cup Competition: Research Track (best record in college history)
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