Jian-hui Duan

Researcher, ByteDance Inc.

Joined

May 2020

Names

Jian-hui Duan (Preferred)

Jian-Hui Duan

Jianhui Duan

Emails

****@163.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2022 – Present

MS student

Nanjing University (nju.edu.cn)

2019 – 2022

Undergrad student

Nanjing University (nju.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

LLM

2022 – Present

Federated Learning

2019 – Present

Publications

Convergence-Guaranteed Federated Learning through Gradient Trajectory Smoothing with Triple-Objective Decomposition
Haoran Zong, Xiao Zhang, Ruichen Li, Jianhui Duan, Derun Zou, Wenzhong Li
- ACM Trans. Knowl. Discov. Data 2025
- Readers: Everyone
Time-Varying Gaussian Markov Random Fields Learning for Multivariate Time Series Clustering
Wangxiang Ding, Wenzhong Li, Zhijie Zhang, Chen Wan, Jian-Hui Duan, Sanglu Lu
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IEEE Trans. Knowl. Data Eng. 2023
- Readers: Everyone
Federated Learning with Data-Agnostic Distribution Fusion
Jian-Hui Duan, Wenzhong Li, Derun Zou, Ruichen Li, Sanglu Lu
- CVPR 2023
- Readers: Everyone
Forecasting fine-grained city-scale cellular traffic with sparse crowdsourced measurements
Jian-Hui Duan, Wenzhong Li, Xiao Zhang, Sanglu Lu
- 2022 (modified: 23 Dec 2022)
- Comput. Networks 2022
- Readers: Everyone
FedMC: Federated Reinforcement Learning on the Edge with Meta-Critic Networks
Derun Zou, Xusheng Liu, Lintan Sun, Jian-Hui Duan, Ruichen Li, Yeting Xu, Wenzhong Li, Sanglu Lu
- Published: 01 Jan 2022, Last Modified: 05 Nov 2023
- IPCCC 2022
- Readers: Everyone
Federated Learning with Data-Agnostic Distribution Fusion
Jian-hui Duan, Wenzhong Li, Sanglu Lu
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
FedDNA: Federated Learning with Decoupled Normalization-Layer Aggregation for Non-IID Data
Jian-Hui Duan, Wenzhong Li, Sanglu Lu
- ECML/PKDD (1) 2021
- Readers: Everyone
Federated Learning with Decoupled Probabilistic-Weighted Gradient Aggregation
Jian-hui Duan, Wenzhong Li, Sanglu Lu
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone