Jiaxin Lu
Jiaxin Lu
Begin again.


I am Jiaxin Lu (陆嘉馨), a second-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 alingment and interaction analysis. I have explored diverse research topics, ranging from generative model for hand-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”.