Anran Li

Postdoc, BIDS, Yale University

Joined

March 2022

Names

Anran Li (Preferred)

Emails

****@ntu.edu.sg (Confirmed)

****@mail.ustc.edu.cn (Confirmed)

****@yale.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

BIDS, Yale University (yale.edu)

2024 – Present

Postdoc

CCDS, Nanyang Technological University (ntu.edu.sg)

2021 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Qingyu Chen

2024 – Present

Postdoc Advisor

Luu Anh Tuan

2022 – 2024

Postdoc Advisor

Yang Liu

2021 – 2022

PhD Advisor

Xiang-yang Li

2016 – 2021

Expertise

Medical Large Language Models

2024 – Present

Federated Learning

2020 – 2024

Data quality assessment

2016 – 2023

Publications

Towards Interpretable Federated Learning
Anran Li, Rui Liu, Ming Hu, Luu Anh Tuan, Han Yu
- 2023 (modified: 26 Apr 2023)
- CoRR 2023
- Readers: Everyone
GFL: Federated Learning on Non-IID Data via Privacy-Preserving Synthetic Data
Yihang Cheng, Lan Zhang, Anran Li
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- PERCOM 2023
- Readers: Everyone
Learning Program Representations with a Tree-Structured Transformer
Wenhan Wang, Kechi Zhang, Ge Li, Shangqing Liu, Anran Li, Zhi Jin, Yang Liu
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- SANER 2023
- Readers: Everyone
Fairness via Group Contribution Matching
Tianlin Li, Zhiming Li, Anran Li, Mengnan Du, Aishan Liu, Qing Guo, Guozhu Meng, Yang Liu
- Published: 01 Jan 2023, Last Modified: 05 Oct 2023
- IJCAI 2023
- Readers: Everyone
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- INFOCOM 2023
- Readers: Everyone
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
Anran Li, Hongyi Peng, Lan Zhang, Jiahui Huang, Qing Guo, Han Yu, Yang Liu
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
An Empirical Study on the Effectiveness of Noisy Label Learning for Program Understanding
Wenhan Wang, Yanzhou Li, Anran Li, Jian Zhang, Wei Ma, Yang Liu
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning
Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
Federated IoT Interaction Vulnerability Analysis
Guangjing Wang, Hanqing Guo, Anran Li, Xiaorui Liu, Qiben Yan
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- ICDE 2023
- Readers: Everyone
A Unified Guaranteed Impression Allocation Framework for Online Display Advertising
Hong Zhang, Lan Zhang, Ju Huang, Anran Li, Haoran Cheng, Dongbo Huang, Lan Xu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICDM 2022
- Readers: Everyone

View all 21 publications

Co-Authors

View all 53 co-authors