Chenguo Lin

Biography

Hi there👋, my name is Chenguo Lin (in Chinese: 林琛果). I am a second-year Ph.D. student of computer science and artificial intelligence at Peking University, China, supervised by Prof. Yadong Mu. My recent research interest is in generative models and multi-modal representation learning, especially in 3D domain. Currently, I'm working as a researching intern at PICO, ByteDance, focusing on 3D AIGC and open-set 3D scene understanding. I've spent wonderful time as a research assistant/intern with Dr. Zhirong Wu at Microsoft Research Asia, Prof. Ping Luo at HKU, and Dr. Chaoning Zhang at KAIST. I'm always open to research discussions and collaborations. Feel free to contact me if you are interested.

News

• [2024-01] One paper about 3D scene synthesis was accecpted by ICLR 2024 as a spotlight paper.

Selected Publications [Google Scholar]

Conference

• InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior
  Chenguo Lin, Yadong Mu
  International Conference on Learning Representations (ICLR), 2024
  Spotlight (acceptance rate: 5%)
  

  [OpenReview] [arXiv] [Project Page] [Code]

Technical Report

• NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
  Chenguo Lin*, Xumeng Wen*, Wei Cao, Congrui Huang, Stephen Lin, Jiang Bian, Zhirong Wu
  Preprint (arXiv), 2023

  [arXiv]

Experiences

• PICO, ByteDance
  December 2023 - present
  
  Research Intern
  Topic: 3D AICG and Open-Set 3D Scene Understanding
• Microsoft Research Asia (MSRA)
  November 2021 - September 2022
  
  Research Intern
  Mentor: Dr. Zhirong Wu
  Topic: Time Series Self-supervised Representation Learning
• The University of Hong Kong (HKU)
  June 2021 - August 2021
  
  Research Assistant
  Advisor: Prof. Ping Luo
  Topic: Neural Architecture Search
• Korea Advanced Institute of Science and Technology (KAIST)
  December 2020 - May 2021
  
  Research Assistant
  Advisor: Dr. Chaoning Zhang
  Topic: Deep Data Hiding, Adversarial Attack

Education

• Ph.D. student, School of Intelligence Science and Technology, Peking University
  2022 - present
  
  
• B.Eng., College of Computer Science, Sichuan University
  2018 - 2022
  
  
  • Comprehensive Ranking: 1/171
  • Member of Honor College (for top 2% undergraduates at Sichuan University)

Honors & Awards

• Fresh Ph.D. Student Scholarship of WICT, Peking University (only 4 winners at WICT per year)
  2022
• Outstanding Bachelor Thesis, Sichuan University
  2022
• BaoSteel Scholarship, BaoSteel Education Foundation (only 6 winnners in SCU per year, including postgraduates)
  2021
• National Scholarship, Ministry of Education (the highest honor scholarship in China)
  2021
• Outstanding Graduate, Sichuan University
  2021
• Outstanding Student (Cadre), Sichuan University
  2021,2020,2019
• Comprehensive Scholarship, Sichuan University
  2021, 2020, 2019

Services

• Conference Reviewer: ICCV'23, NeurIPS'23, ICLR'24, ICML'24
• Journal Reviewer: TPAMI, TMM