🧑‍🎓 About Me

I’m currently pursuing my doctorate at School of Electrical and Information Engineering, Tianjin University, under the supervision of Prof. Jingyu Yang. Previously, I received Master’s degree from the College of ​Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, supervised by Prof. Qi Zhu.

My research areas mainly focus on:

• Ligh-field Microscopy
• Multi-modal Affective Computing
• Brain Decoding

📢📢 For collaborations in the field of Ligh-field Microscopy 3D Reconstruction or Brain Decoding, I’m open to all kinds of collaboration — please feel free to reach out via email.

🔥 News

• 2026.09 One co-first author paper on brain decoding was accepted by NeurIPS 2026 (CCF-A) as Spotlight (~3.6% of accepted papers).
• 2026.07 One co-first author paper on brain decoding was accepted by ACM-MM 2026 (CCF-A).
• 2026.05 One paper on brain decoding was accepted by ICML 2026 (CCF-A).
• 2026.03 One paper on cross-subject emotion recognition was accepted by ICME 2026 (CCF-B).
• 2026.01 One paper on sleep stage classification was accepted by IEEE TETCI.
• 2025.09 One paper on brain disease diagnosis was accepted by IEEE TIP (CCF-A, Top journal on image processing).
• 2025.08 One first author paper on EEG biometrics was accepted by IEEE TIFS (CCF-A, Top journal on AI security).
• 2025.07 One first author paper on multi-modal emotion distribution learning was accepted by ACM MM 2025 (CCF-A).
• 2025.03 One paper on cross-subject multi-modal emotion recognition was accepted by IEEE TAFFC (Top journal on affective computing).
• 2025.03 One paper on cross-subject multi-modal emotion recognition was accepted by IEEE TCDS.
• 2024.11 Won the master’s national scholarship.
• 2023.12 One first author paper on multi-modal emotion recognition was accepted by IEEE TAFFC (Top journal on affective computing).
• 2023.05 One first author paper on multi-modal emotion recognition was early accepted by MICCAI 2023 (CCF-B, ~25%).

📝 Researches

🧠 Neural-Visual Decoding

NeurIPS 2026

NeurIPS 2026 (CCF-A, Spotlight)

Neural Visual Decoding via Cognitive guided Adaptive Blurring and Information Constrained Alignment.

Fan Yin, Chuhang Zheng, Peiliang Gong, Donghai Guan, Qi Zhu. (Co-first Author)

[paper]

ACM MM 2026

ACM MM 2026 (CCF-A)

FSDBN: Foreground-Aware EEG–Visual Alignment via Dynamic Brain Networks.

Yiheng Liu, Chuhang Zheng, Peiliang Gong, Jingtao Liu, Daoqiang Zhang, Qi Zhu. (Co-first Author)

[paper] [code]

🤖 Emotion Decoding & Biometrics

TIFS 2025

IEEE TIFS (CCF-A, SCI Q1, IF:8.0)

Disentangled Representation Learning for Robust Brainprint Recognition.

Chuhang Zheng, Qi Zhu, Lunke Fei, Shengrong Li, Xiangping Zhai, David Zhang, Daoqiang Zhang.

[paper] [code]

ACM MM 2025

ACM MM 2025 (CCF-A)

HeLo: Heterogeneous Multi-Modal Fusion with Label Correlation for Emotion Distribution Learning.

Chuhang Zheng, Chunwei Tian, Jie Wen, Daoqiang Zhang, Qi Zhu.

[paper] [code]

TAFFC 2023

IEEE TAFFC (CCF-B, SCI Q1, IF:9.8)

Dynamic Confidence-Aware Multi-Modal Emotion Recognition.

Qi Zhu, Chuhang Zheng, Zheng Zhang, Wei Shao, Daoqiang Zhang.

[paper] [code]

MICCAI 2023

MICCAI 2023 (CCF-B, Early Accept)

Prior-Driven Dynamic Brain Networks for Multi-modal Emotion Recognition

Chuhang Zheng, Wei Shao, Daoqiang Zhang, Qi Zhu.

[paper]

• ICML 2026 : ViEEG: Hierarchical Neural Coding with Cross-Modal Progressive Enhancement for EEG-Based Visual Decoding.

$~~~~~~$ Minxu Liu, Donghai Guan, Chuhang Zheng, Chunwei Tian, Jie Wen, Qi Zhu.

• ICME 2026 : Non-Depersonalized Dynamics Disentanglement for EEG Cross-Subject Emotion Recognition.

$~~~~~~$ Minxu Liu, Donghai Guan, Chuhang Zheng, Qi Zhu.

• IEEE TETCI 2026 : Heterogeneous Modality Dynamic Trustworthy Fusion Network for Cross-Subject Sleep Stage Classification.

$~~~~~~$ Kun Wang, Qi Zhu, Junyong Zhao, Chuhang Zheng, Wei Shao, Daoqiang Zhang.

• IEEE TIP 2025 : Spatio-Temporal Evolutionary Graph Learning for Brain Network Analysis using Medical Imaging.

$~~~~~~$ Shengrong Li, Qi Zhu, Chunwei Tian, Li Zhang, Bo Shen, Chuhang Zheng, Daoqiang Zhang, Wei Shao.

• IEEE TAFFC 2025 : Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements.

$~~~~~~$ Qi Zhu, Ting Zhu, Lunke Fei, Chuhang Zheng, Wei Shao, Daoqiang Zhang, David Zhang.

• IEEE TCDS 2025 : Multi-Modal Discriminative Network for Emotion Recognition across Individuals.

$~~~~~~$ Minxu Liu, Donghai Guan, Chuhang Zheng, Qi Zhu.

• Arxiv 2025 : ViEEG: Hierarchical Neural Coding with Cross-Modal Progressive Enhancement for EEG-Based Visual Decoding.

$~~~~~~$ Minxu Liu, Donghai Guan, Chuhang Zheng, Chunwei Tian, Jie Wen, Qi Zhu.

• IEEE TCBB 2024 : Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq.

$~~~~~~$ Qi Zhu, Aizhen Li, Zheng Zhang, Chuhang Zheng, Junyong Zhao, Jin-Xing Liu, Daoqiang Zhang, Wei Shao.

• ACAIT 2023 : Triplet Graph Attention Network for EEG-Based Cross-Subject Emotion Recognition.

$~~~~~~$ Ting Zhu, Chuhang Zheng, Yueying Zhou, Pengpai Wang, Qi Zhu.

🏅 Honors

• 2025.03 南京航空航天大学“优秀毕业研究生” (NUAA Outstanding Graduate Student)
• 2024.11 研究生国家奖学金 (National Scholarship for Master Student)
• 2024.11 南京航空航天大学“科研创新先进个人” (NUAA Innovation Research Advanced Individual)
• 2024.11 中国国际大学生创新大赛全国金奖 (National Gold Award of China International College Students Innovation Competition, ranked:5)
• 2024.10 山东省大学生创新大赛省级金奖 (Shandong Provincial Gold Award of College Students Innovation Competition, ranked:3)
• 2024.01 南京航空航天大学“三好研究生” (NUAA Merit Student)
• 2023.12 南京航空航天大学“科研创新先进个人” (NUAA Innovation Research Advanced Individual)

🏛️ Others

• Journal Review

 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

 IEEE Transactions on Systems, Man and Cybernetics: Systems (TSMC)

 Information Processing and Management (IPM)

 Information Fusion (INFFUS)

 ‌Biomedical Signal Processing and Control

 Scientific Report

 Multimedia Systems

 Computational Intelligence

• Conference Review

 NIPS 2026

 ICML 2026

 AAAI 2026

 CVPR 2025

 ACM MM 2025, 2026