Jiayan Chen (陈嘉焰)

Junior undergraduate in Beijing Normal University (BNU)
Major in Artificial Intelligence (Innovation Program)

Move to Beijing Instiute of Technology (BIT) as Master in 2025
Major in Artificial Intelligence

Experience

Research Assistant in Institute of AI and Future Networks

• Beijing Normal University (Mar 2023 – June 2024)
• Supervised by Prof. Tianhui Meng, focusing on robust federated learning.

Intern in Intelligent Robot Perception and Navigation (IRPN) Lab

• Hong Kong University of Science and Technology (GZ) (Apr 2024 – Sep 2024)
• Supervised by Prof. Haoang Li, focusing on autonomous driving data generation.

Visiting Student in Smart Autonomous Robotics (STAR) Group

• Sun Yat-sen University (Nov 2024 - Present)
• Supervised by Prof. Boyu Zhou, focusing on efficient 3D reconstruction.

Research Interests

Deep Learning, Robotics, Machine Learning Systems, 3D Reconstruction

Projects

The generation of 3DGS scenarios for autonomous roadways based on BEV

• Intelligent Robot Perception and Navigation (IRPN) Lab (Apr 2024 – Sep 2024)
• Co-responsible for the code development for incremental Gaussian generation.

Semi-Synchronous Hierarchies and Credibility Management for Robust Federated Learning

• Institute of AI and Future Networks (Nov 2023 - June 2024)
• Design an efficient and secure semi-synchronous aggregation algorithm in the HFL framework. Now doing possible various attempts to optimize the training process in the HFL framework. The paper was submmited to TNNLS.

Fed-Credit: Robust Federated Learning with Credibility Management

• Institute of AI and Future Networks (Mar 2023 - Dec 2023)
• Proposed a robust federated learning framework based on Credibility value to resist various potential attacks during federated learning training. The paper was submmited to TOPS (Under Review).

The “One Lifetime One Chip” program (Aug 2023 - July 2024)

Migrating ROS-based VIO algorithms to the openEuler platform (Jun 2022 - Oct 2022)

• A project of OSPP(Open Source Promotion Plan) 2022

Honors

1. (2021-2022) The First Class Scholarship, Beijing Normal University.
2. (2022-2023) The second Class Scholarship, Beijing Normal University.
3. (2023-2024) The First Class Scholarship, Beijing Normal University.
4. (2023-2024) Merit Student, Beijing Normal University.
5. (2022-2023) Excellent Student Cadre, Beijing Normal University.
6. (2023-2024) Excellent Student Cadre, Beijing Normal University.
7. (Sep 2023) Second Prize in CUMCM, Guangdong Division.