Bio: I received my bachelor at Zhejiang University in 2022, majoring in Information Engineering and minoring in the Morningside Cultural China Scholars Program (MCCSP) and Intensive Training Program of Innovation and Entrepreneurship (ITP), Chu Kochen Honors College. I am dedicated to enhance my professional skills in the field of machine learning and cultivate the ability of innovation.

Research interest: novel and efficient machine learning, including

  • Neural Implicit Representation
  • Neural Rendering
  • Convex Optimization

🔥 News

Aug. 02, 2022 One paper accepted to 3DV 2022
May 23, 2022 Outstanding Graduation Thesis of Zhejiang University
Dec. 21, 2021 ISEE Yuelun Alumni Scholarship 2021 Offer
Dec. 08 2021 Winner of ISEE Excellent Student Award (Top 5 ISEE undergraduates)
Nov. 19, 2021 Invited to share experience at ISEE 20th Grade Assembly
Oct. 16, 2021 Winner of National Scholarship 2021
Jun. 04, 2021 One paper accepted by IEEE PIMRC 2021 (2 'Strong accept')
May. 07, 2021 Selected as Zhejiang University Five-Star Volunteer. It has been a wonderful journey in volunteer work!
Apr. 15, 2021 Volunteer as a leader of the 13th Morningside Cultural China Scholars Program.
Apr. 01, 2020 Awarded at MCM/ICM 2021 as Meritorious (Top 7%)
Jan. 14, 2021 ISEE Yuelun Alumni Scholarship 2020 Offer
Oct. 20, 2020 Winner of National Scholarship 2020
Apr. 01, 2020 Awarded at MCM/ICM 2020 as Finalist (Top 2%)

📝 Publications

(* equal contribution, corresponding author)

Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation
Xiao Fu*, Shangzhan Zhang*, Tianrun Chen, Yichong Lu, Lanyun Zhu, Xiaowei Zhou, Andreas Geiger, Yiyi Liao
International Conference on 3D Vision (3DV), 2022
Paper | Project Page | Video | Poster | Code License
Infer in 3D Space to Generate 2D Panoptic Labels via Volume Rendering

Hybrid Precoding Design Based on Dual-Layer Deep-Unfolding Neural Network
Guangyi Zhang*, Xiao Fu*, Qiyu Hu, Yunlong Cai, Guanding Yu
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2021
Paper | Slides
A Faster Dual-Layer NN-Based Solver of an Optimization Algorithm (PDD)

🎖Honors & Awards

National Scholarship, Ministry of Education of P.R. China 2020, 2021
ISEE Excellent Student Award, Dean's Honor Graduate 2021
ISEE Yuelun Alumni Scholarship, Dean’s Award for Academic Contest 2020, 2021
First-Class Scholarship for Academic Excellence of Zhejiang Univeristy 2020, 2021
Government Scholarship for Academic Excellence of Zhejiang Province 2019
Finalist Winner, Mathematical Contest in Modeling (MCM/ICM) 2020
Gold Prize, 12th “Challenge Cup” National College Student Business Plan Competition 2021
Gold Prize, 7th “Internet Plus” College Student Innovation and Entrepreneurship Contest, Team Leader 2021
Outstanding Graduation Thesis Award of Zhejiang University 2022
Zhejiang University Five-Star Volunteer 2021