Yingtao Zhang

PhD student, Computer Science, Tsinghua University, Tsinghua University

Joined

May 2022

Names

Yingtao Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

Computer Science, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2022 – 2026

MS student

Wuhan University (whu.edu.cn)

2020 – 2022

Undergrad student

Wuhan University (whu.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning
Yingtao Zhang, Jialin Zhao, Wenjing Wu, Alessandro Muscoloni, Carlo Vittorio Cannistraci
- OpenReview Archive Direct Upload
- Readers: Everyone
Cannistraci-Hebb Training with N:M Semi-Structured Sparsity for Pre-Training and Re-Training
Jiaqing Lyu, Ruijie Wang, Kangyou Bao, Yingtao Zhang, Carlo Vittorio Cannistraci
- CPAL 2026 (Proceedings Track) Poster
- Readers: Everyone
From Transformer to Transponder: Introducing Contextual Modulation Training for Residual Learning in LLMs
Yingtao Zhang, Wenqi Gu, Wen Hu, Jianguo Li, Carlo Vittorio Cannistraci
- Submitted to ICLR 2026
- Readers: Everyone
Network Shape Automata: a brain network inspired collaborative filter for link prediction in bipartite complex networks and recommendation systems
Wenjing Wu, Yingtao Zhang, Jialin Zhao, Carlo Vittorio Cannistraci
- Submitted to ICLR 2026
- Readers: Everyone
Alignment-Enhanced Integration of Connectivity and Spectral Sparsity in Dynamic Sparse Training of LLM
Wenjing Wu, Yingtao Zhang, Jialin Zhao, Carlo Vittorio Cannistraci
- ICLR 2026 Poster
- Readers: Everyone
A Dendritic-Inspired Network Science Generative Model for Topological Initialization of Connectivity in Sparse Artificial Neural Networks
Diego Cerretti, Yingtao Zhang, Carlo Vittorio Cannistraci
- Submitted to ICLR 2026
- Readers: Everyone
Cannistraci-Hebb Training on Ultra-Sparse Spiking Neural Networks
Yuan Hua, Jilin Zhang, Yingtao Zhang, Leyi You, Baobo Xiong, Carlo Vittorio Cannistraci, Hong Chen
- ICLR 2026 Poster
- Readers: Everyone
Cannistraci-Hebb Training of Convolutional Neural Networks
Hanming Li, Yusong Wang, Yingtao Zhang, Carlo Vittorio Cannistraci
- NeurReps 2025 Poster
- Readers: Everyone
Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
Yingtao Zhang, Diego Cerretti, Jialin Zhao, Wenjing Wu, Ziheng Liao, Carlo Vittorio Cannistraci
- NeurReps 2025 Poster
- Readers: Everyone
A Dendritic-Inspired Network Science Generative Model for Topological Initialization of Connectivity in Sparse Artificial Neural Networks
Diego Cerretti, Yingtao Zhang, Carlo Vittorio Cannistraci
- NeurReps 2025 Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 42 co-authors