About

I am now a PhD student at BCMI@Shanghai Jiao Tong University, advised by Prof. Wei-Long Zheng. I obtained my Bachelor degree from College of Computer Science and Technology, Southeast University, supervised by Ding Ding

Research Interests: My research centers on advancing Neural Decoding through the lens of Multimodal Learning, specifically focusing on the high-fidelity reconstruction of static imagery and dynamic video from EEG signals.

🔥 News

2026.04 : 🎉🎉 One paper is accepted by CogSci 2026!
2026.01 : 🎉🎉 One paper is accepted by ICASSP 2026!
2025.06 : 🎉🎉 Excellent Undergraduate Thesis Award in Southeast University!
2024.04: 🎉🎉 One paper is accepted by IEEE SMC24 for oral presentation!
2022.12: 🎉🎉 I win the National Scholarship (1%)!

📝 Publications

Under Review

EntiNeuro: Multi-Entity Visual Decoding and Video Reconstruction from EEG Signals

Tian-Yi Zhou*, Zhuo-Xuan Du* Zhenghao Xiao, Xuan-Hao Liu, Bao-Liang Lu, Wei-Long Zheng†

CogSci 2026

Multi-Granularity EEG Decoding: Bridging Object-Background Semantics and Temporal Motion for Video Reconstruction

Tian-Yi Zhou*, Zhenghao Xiao*, Xuan-Hao Liu, Bao-Liang Lu, Wei-Long Zheng†

[Paper]

ICASSP 2026

MindCine: Multimodal EEG-to-Video Reconstruction with Large-Scale Pretrained Models

Tian-Yi Zhou*, Xuan-Hao Liu*, Bao-Liang Lu, Wei-Long Zheng†

[Paper] [Code]

IEEE SMC 2024

Study on the Influence of Embodied Avatars on Gait Parameters in Virtual Environments and Real World

Tianyi Zhou, Ding Ding†, Shengyu Wang, Chuhan Shi, Xiangyu Xu

[Paper] [Code]

🤝 Collaborative Publications

MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals AAAI’2026

Xuan-Hao Liu, Yan-Kai Liu, Tian-Yi Zhou, Bao-Liang Lu, Wei-Long Zheng
Replaying the Movie in Your Mind: Decoding Dynamic Visual Perception and Recall from EEG ICONIP’2026

Zikai Fang*, Tian-Yi Zhou*, Xuan-Hao Liu, Yixi Li, Xiaoyu Xing, Yutong Pei, Bao-Liang Lu, Wei-Long Zheng

🎖 Honors and Awards

2025.06 Excellent Undergraduate Thesis Award in Southeast University
2024.11 BiYaDi Scholarship in Southeast University
2023.11 Huawei Intelligent Base Scholarship in Southeast University
2023.09 Selected as a top academic student (3%) in Southeast University
2022.12 National Scholarship (1%)!
2022.11 Merit Student in Southeast University
2022.11 Zhishan Scholarship in Southeast University

📖 Educations

2025.09 - 2030.06，Shanghai Jiao Tong University, College of Computer Science and Technology.
2021.08 - 2025.05, Southeast University, College of Computer Science and Technology.