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Yi Li
PhD student, College of Computing and Data Science, Nanyang Technological University
Joined
January 2023
Names
Yi Li
(Preferred)
,
YI LI
Emails
****@e.ntu.edu.sg
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
College of Computing and Data Science,
Nanyang Technological University
(ntu.edu.sg)
2021
–
Present
Undergrad student
School of Economics,
Peking University
(pku.edu.cn)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Gao Cong
2021
–
Present
Expertise
Image and Video Generation
2022
–
Present
Graph Neural Networks
2021
–
Present
Spatial-temporal Data Mining
2021
–
Present
Publications
TIPO: Text to Image with Text Pre-sampling for Prompt Optimization
Shih-Ying Yeh
,
YI LI
,
SangHyun Park
,
Giyeong Oh
,
Xuehai Wang
,
Min Song
,
Youngjae Yu
,
Shang-Hong Lai
ICLR 2026 Poster
Readers:
Everyone
Autonomous Urban Region Representation with LLM-informed Reinforcement Learning
Yuanlong Chen
,
YI LI
,
Miao Xie
,
Ning Cao
,
Wee Siong Ng
,
Gao Cong
Submitted to ICLR 2026
Readers:
Everyone
Reconciling Geospatial Prediction and Retrieval via Sparse Representations
YI LI
,
Yuanlong Chen
,
Weiming Huang
,
Xiaoli Li
,
Gao Cong
NeurIPS 2025 poster
Readers:
Everyone
City Foundation Models for Learning General Purpose Representations from OpenStreetMap
Pasquale Balsebre
,
Weiming Huang
,
Gao Cong
,
Yi Li
CIKM 2024
Readers:
Everyone
CityFM: City Foundation Models to Solve Urban Challenges
Pasquale Balsebre
,
Weiming Huang
,
Gao Cong
,
Yi Li
CoRR 2023
Readers:
Everyone
Urban Region Representation Learning with OpenStreetMap Building Footprints
Yi Li
,
Weiming Huang
,
Gao Cong
,
Hao Wang
,
Zheng Wang
Published: 01 Jan 2023, Last Modified: 26 Aug 2023
KDD 2023
Readers:
Everyone
Large Scale Network Embedding: A Separable Approach
Guojie Song
,
Liang Zhang
,
Ziyao Li
,
Yi Li
2022 (modified: 25 Apr 2023)
IEEE Trans. Knowl. Data Eng. 2022
Readers:
Everyone
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks
Yi Li
,
Yilun Jin
,
Guojie Song
,
Zihao Zhu
,
Chuan Shi
,
Yiming Wang
2021 (modified: 05 Feb 2025)
AAAI 2021
Readers:
Everyone
Network Embedding on Hierarchical Community Structure Network
Guojie Song
,
Yun Wang
,
Lun Du
,
Yi Li
,
Junshan Wang
2021 (modified: 19 Jan 2023)
ACM Trans. Knowl. Discov. Data 2021
Readers:
Everyone
Graph Structural-topic Neural Network
Qingqing Long
,
Yilun Jin
,
Guojie Song
,
Yi Li
,
Wei Lin
2020 (modified: 05 Feb 2025)
KDD 2020
Readers:
Everyone
Co-Authors
Chuan Shi
Gao Cong
Giyeong Oh
Guojie Song
Hao Wang
Junshan Wang
Liang Zhang
Lun Du
Miao Xie
Min Song
Ning Cao
Pasquale Balsebre
Qingqing Long
SangHyun Park
Shang-Hong Lai
Shih-Ying Yeh
Wee Siong Ng
Wei Lin
Weiming Huang
Xiaoli Li
Xuehai Wang
Yilun Jin
Yiming Wang
Youngjae Yu
Yuanlong Chen
View all 29 co-authors