I am the 1st-year Ph.D. student in the college of Computer Science and Technology at Zhejiang University, fortunately advised by Prof. Yang Yang. I completed my undergraduate studies at the ZJU-UIUC Institute, majoring in Computer Engineering (CompE), and earned dual Bachelor’s degrees in Engineering from Zhejiang University and The Grainger College of Engineering at the University of Illinois at Urbana-Champaign (UIUC). In 2022, I participated in an exchange program at UIUC. My research interests include neural signal decoding, large-scale models for EEG signals, machine learning for healthcare, and human-centered AI. Here is my CV (English version/ Chinese version).
🔥 News
- [Sept. 2024]: 🎉🎉 Con4m is accepted by NeurIPS’24.
📝 Publications
Modelling and Decoding of Brain Signals
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
Junru Chen, Tianyu Cao, Jing Xu, Jiahe Li, Zhilong Chen, Tao Xiao, Yang Yang
Con4m is a consistency learning framework, which effectively utilizes contextual information more conducive to
discriminating consecutive segments in segmented TSC tasks, while harmonizing inconsistent boundary labels for training.
Dynamic Network Embedding
Fast Updating Truncated SVD for Representation Learning with Sparse Matrices
Haoran Deng, Yang Yang, Jiahe Li, Cheng Chen, Weihao Jiang, and Shiliang Pu
code
The goal is to develop a more efficient method for dynamically updating truncated Singular Value Decomposition (SVD) of sparse and evolving matrices while maintaining high precision.
Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds
Haoran Deng, Yang Yang, Jiahe Li, Haoyang Cai, Shiliang Pu, and Weihao Jiang
The purpose of the DAMF algorithm is to achieve efficient and accurate dynamic network embedding by updating billion-edge graphs in under 10 milliseconds while capturing higher-order neighbor information.
🎖 Honors and Awards
- 2021, 2023 National Scholarship of China
- 2021, 2022 Outstanding student association leader of Zhejiang University
- 2022 Zhejiang Provincial Government Scholarship
- 2022 Outstanding student association leader of Zhejiang University
- 2023 National Scholarship of China
- 2023 Five-Star Volunteer of Zhejiang University
- 2024 Outstanding Graduate of Zhejiang Province
- 2024 Outstanding Graduate of Zhejiang University
📖 Educations
- 2024.09 - Present, Ph.D. in CS Colledge, Zhejiang University.
- 2020.09 - 2024.06, Dual Bachelor’s degrees in Engineering from Zhejiang University and The Grainger College of Engineering at the University of Illinois at Urbana-Champaign (UIUC).
- 2017.09 - 2020.07, Shandong Experimental High School.
🍑 Personal
Room78
I founded Room78 Algorithm Club as one of the co-founders in 2020 at Haining Campus, ZJU. Until Septem 2022, I served as the president of Room78. We have own open judge, which is used for daily teaching and practice, as well as for small simulation competitions. Room78 holds workshops on research and competition experience sharing, as well as algorithm lectures like “Our Life Dominated by Algorithms” for all students in Haining campus.