I am Jiaxin Lu (陆嘉馨), a third-year PhD student at the University of Texas at Austin advised by Prof. Qixing Huang. Prior to this, I received my Bachelor degree with honors from Shanghai Jiao Tong University as a member of the ACM Honors Class advised by Prof. Junchi Yan and Prof. Yong Yu.
Email: lujiaxin AT utexas DOT edu
Please check out my CV if you are interested.
News
| July 2024 | One paper "UGG: Unified Generative Grasping" accepted by ECCV 2024 as Oral! |
| May 2024 | I will join Adobe Research as a Research Intern advised by Dr. Yi Zhou this summer! |
| Jan 2024 | One paper "M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering" accepted by ICLR 2024! |
| Sept 2023 | One paper "Jigsaw: Learning to Assemble Multiple Fractured Objects" accepted by NeurIPS 2023! |
| May 2023 | I will join Wormpex AI Research Institute as a Research Intern advised by Dr. Gang Hua this summer. |
| Jun 2022 | Graduated!!! I graduated with Zhiyuan Honor Degree of Bachelor of Engineering in Computer Science and Technology. I also won Shanghai Excellent Graduate Award and Zhiyuan Outstanding Student Scholarship. |
| Jun 2022 | My bachelor thesis 'Machine Learning Methods on Graph Matching' is awarded the prize of 2022 Excellent Bachelor Thesis (Top 1%) of Shanghai Jiao Tong University. Dissertation and video are available (in Chinese)! |
| Mar 2022 | I will be joining UT Austin as a PhD student starting 22Fall! |
Research Interests
My research interests lie at the intersection of computer vision, computer graphics, and machine learning, with a specific emphasis on alignment and interaction analysis. I have explored diverse research topics, ranging from generative model for human-object interaction, 3D fracture assembly problem, and graph matching problems, aiming to develop algorithms that enable efficient and accurate representation for 3D world.
Publication
Jigsaw++: Imagining Complete Shape Priors for Object Reassembly
Jiaxin Lu, Gang Hua, Qixing Huang
Under Review [arxiv]
A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts
Jiaxin Lu*, Yongqing Liang*, Huijun Han*, Jiacheng Hua*, Junfeng Jiang, Xin Li, Qixing Huang
Under Review [arxiv]
UGG: Unified Generative Grasping
Jiaxin Lu, Hao Kang, Haoxiang Li, Bo Liu, Yiding Yang, Qixing Huang, Gang Hua
ECCV 2024 [arxiv][project][code]
Jigsaw: Learning to Assemble Multiple Fractured Objects
Jiaxin Lu*, Yifan Sun*, Qixing Huang
NeurIPS 2023 [arxiv][project][code]
Learning Universe Model for Partial Matching Networks over Multiple Graphs
Zetian Jiang*, Jiaxin Lu*, Tianzhe Wang, Junchi Yan
Under Review [arxiv]
M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering
Jiaxin Lu*, Zetian Jiang*, Tianzhe Wang, Junchi Yan
ICLR 2024 [arxiv]
Research Experience
Adobe, May 2024 - present
- Intern Research Scientist/Engineer, Advised by Dr. Yi Zhou
- Working on generative model and data collection for human-object interaction.
Wormpex AI Research, May 2023 - August 2023
- Research Intern, Advised by Dr. Gang Hua
- Working on grasp and hand-object interaction generation.
Department of Computer Science, University of Texas at Austin, May 2021 - February 2022
- Research Intern, Advised by Prof. Qixing Huang
- Working on conformal mesh parameterization problem.
ThinkLab, Shanghai Jiao Tong University, July 2020 - August 2022
- Undergraduate Researcher, Advised by Prof. Junchi Yan
- Working on graph matching problems including partial matching problem, joint multi-graph matching and clustering problem, and deep learning graph matching.
Awards
| Excellent Bachelor Thesis (Top 1%) of Shanghai Jiao Tong University | 2022 |
| Machine Learning Methods on Graph Matching[Dissertation][Video] | |
| Shanghai Excellent Graduate Award | 2022 |
| Zhiyuan Outstanding Student Scholarship | 2022 |
| Shanghai Scholarship | 2021 |
| Zhiyuan Honorary Scholarship | 2018-2021 |
| Zhiyuan Leadership Scholarship | 2019 |
| Rank 3rd in CCPC WFINAL | 2017 |
Teaching Experience
Current at the University of Texas at Austin
| Teaching Assistant, CS395T: Numerical Optimization Graphics/AI | Spring 2024 |
| Teaching Assistant, CS376: Computer Vision | Spring 2023, Fall 2023 |
| Teaching Assistant, CS303E: Elements of Programming | Fall 2022 |
Past at Shanghai Jiao Tong University
| Teaching Assistant, CS151: C++ Programming (Honor) | Fall 2020, 2019 |
Services
Conference Reviewer: NeurIPS, ICLR, ECCV, 3DV, EG, PG
Journal Reviewer: TPAMI, IJCV
Misc.
I am a cinephile. My favorite directors includes Damien Chazelle, Agnès Varda, Paul Thomas Anderson, Wes Anderson, and many more. I am a member of student group 800 Movie Theater and hosted several salons and weekend theaters.
I love graphic design and video editing. You can find some of my works here. I was selected as one of 20 finalists of the world-wide open creative brief “Design artwork inspired by Daniel Craig’s Bond films”. I also designed a theme poster for “Berlin Feminist Film Week at BATURU”.