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Ling Liu
I am a second-year master's student in Data and Artificial Intelligence at
Institut Polytechnique de Paris (IP Paris).
I have been fortunate to work under the supervision of Prof. Yi Li at IIIS,
Tsinghua University (THU), Prof. Maks
Ovsjanikov at École Polytechnique, and Amal Dev Parakkat at Télécom Paris.
My research interests lie at the intersection of 3D Computer Vision and Computer
Graphics.
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*Equal Contribution †Corresponding Author
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3DHarnessBench: Probing Agentic 3D-to-Code Capabilities of Frontier
Vision-Language Models
Ling Liu, Bingchen Gong,
Amal Dev Parakkat,
Maks
Ovsjanikov†
project page
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code
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arXiv
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benchmark
TL;DR:
We introduce 3DHarnessBench, a benchmark for agentic 3D-to-code reconstruction
that evaluates how frontier VLMs exploit
visual and geometric evidence to reconstruct a target object.
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3DHarnessBench: Probing Agentic 3D-to-Code Capabilities of Frontier
Vision-Language Models
Ling Liu*, Jun Tian*, Li
Yi†
ICCV, 2025
project page
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code
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arXiv
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video
TL;DR:
4DSegStreamer is a new framework that enables existing segmentation methods
real-time capable, balancing efficiency and accuracy for dense perception in
dynamic environments.
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TACO: Benchmarking Generalizable Bimanual Tool-ACtion-Object
Understanding
Yun Liu, Haolin Yang, Xu Si, Ling Liu, Zipeng Li, Yuxiang Zhang,
Yebin Liu, Li Yi†
CVPR, 2024
project page
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code
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arXiv
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video
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dataset
TL;DR:
TACO is a large-scale bimanual hand-object manipulation dataset covering
extensive tool-action-object combinations in real-world scenarios, supporting
test-time generalization to unseen object geometries and novel behavior triplets
and benchmarking various generalizable research topics.
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Honors/Awards
- IP Paris Scholarship, 2024
- Outstanding Graduate of Beijing Institute of Technology, 2024
- Finalist Prize, Award on The Mathematical Contest In Modeling,
2023
- 2nd Prize, Award on China Undergraduate Mathematical Contest in
Modeling, 2022,2021
- Samsung Scholarship, 2022,2021
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Last updated: Feb, 2025
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