张泽兴 Zexing Zhang

中国·长沙 Changsha, China

个人简介 Biography

我是国防科技大学的博士研究生。
我的研究兴趣主要集中在大语言模型、智能体博弈、多模态医学生物特征识别。
目前,我专注于SFT、Reward Models、MultiTurn-RL、EQ-Mind、Reasoning Agent、Memory Agent的应用与研究。
此外,我也是AAAI、ESWA、EAAI、JBHI、BSPC等期刊/会议的审稿人。
I am a Ph.D. student at the National University of Defense Technology (NUDT).
My research interests primarily focus on Large Language Models (LLMs), Agent Games, and Multimodal Medical Biometrics.
Currently, I am dedicated to the research and application of SFT, Reward Models, MultiTurn-RL, EQ-Mind, Reasoning Agents, and Memory Agents.
🏆 自动总结:截至目前,已发表论文 13 篇。
其中包含 Q1/Q2 分区 SCI 检索论文 6 篇,以及CCF A类推荐会议。
🏆 Auto-summary: 13 papers published to date.
This includes 6 SCI-indexed papers (Q1/Q2) and CCF-A recommended conference papers.

教育经历 Education

  • 国防科技大学 National University of Defense Technology
    博士研究生 Ph.D. Student · 2026 - Present
  • 长春工业大学 Changchun University of Technology
    工学硕士 M.E. · 2023 - 2026
  • 内蒙古师范大学 Inner Mongolia Normal University
    工学学士 B.E. · 2018 - 2022

发表论文 Publications Total: 13

PPGPT: Transferring Next-Token Modeling from Language to PPG Signals

CCF A
Zhang, Zexing , Lu, Huimin , Zhao, Qingxin
Proceedings of the AAAI Conference on Artificial Intelligence (2026)

Spore: Spatio-Temporal Collaborative Perception and representation space disentanglement for remote heart rate measurement

JCR Q1 CCF C
Zhang, Zexing , Lu, Huimin , He, Zhihai , Al-Azzawi, Adil , Ma, Songzhe , Lin, Chenglin
Neurocomputing (2025)

A general framework for generative self-supervised learning in non-invasive estimation of physiological parameters using photoplethysmography

JCR Q1
Zhang, Zexing , Lu, Huimin , Ma, Songzhe , Peng, Jianzhong , Lin, Chenglin , Li, Niya , Dong, Bingwang
Biomedical Signal Processing and Control (2024)

MultiBioGM: a hand multimodal biometric model combining texture prior knowledge to enhance generalization ability

Best Paper Runner-up Award
Zhang, Zexing , Lu, Huimin , Sang, Pengcheng , Wang, Jinghang
17th Chinese Conference on Biometric Recognition (2023)

PPG Sensor-Based Biometric Identification and Physiological Analysis via Temporal-Frequency Disentanglement with Liquid Neural Networks

JCR Q2
Zhang, Zexing , Lu, Huimin , Zhao, Qingxin , Wen, Kai , Liu, Bing
IEEE Sensors Letters (2025)

Integrated Channel Equally-Divided and Coordinate Attention Feature Pyramid for subtype detection of lung cancer

JCR Q1
Ma, Songzhe , Lu, Huimin , Xue, Han , Lin, Chenglin , Zhang, Zexing , Wang, Yilong
Biomedical Signal Processing and Control (2026)

A survey on deep learning-based object detection for crop monitoring: pest, yield, weed, and growth applications: H. Lu et al.

JCR Q2 CCF C
Lu, Huimin , Dong, Bingwang , Zhu, Bingxue , Ma, Songzhe , Zhang, Zexing , Peng, Jianzhong , Song, Kaishan
The Visual Computer (2025)

MBRSTCformer: a knowledge embedded local--global spatiotemporal transformer for emotion recognition

JCR Q2
Lin, Chenglin , Lu, Huimin , Pan, Chenyu , Ma, Songzhe , Zhang, Zexing , Tian, Runhui
Cognitive Neurodynamics (2025)

DeBeauty: A Joint Framework for Facial Beautification Removal Based on Spatial Collaborative Adaptation and Hyperplane Relocation

CCF B
Wang, Jinghang , Li, Yi , Zhang, Zexing , Zou, Cunrui , Liu, Zibo , Zhou, Zhiguo
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

UAVEL-YOLO: An Efficient and Lightweight Target Detection Method for Aerial Imagery Captured by UAVs

Dong, Bingwang , Lu, Huimin , Zhang, Zexing , Zhu, Bingxue
2025 6th International Conference on Geology, Mapping and Remote Sensing (ICGMRS) (2025)

MILD: A Multimodal Biometric Recognition Framework Integrating Large Foundation Models

Lu, Huimin , Zhao, Qingxin , Zhang, Zexing , Ma, Songzhe , Lin, Chenglin
Chinese Conference on Biometric Recognition (2024)

PIKGMA: PrIori Knowledge-Guided Multimodal Alignment And Domain Adaptation For Emotion Recognition

Lin, Chenglin , Lu, Huimin , Ma, Songzhe , Zhang, Zexing , Qi, Guolian , Wang, Yilong
2025 IEEE 17th International Conference on Computer Research and Development (ICCRD) (2025)

Pre-clustered Generative Adversarial Network Model for Mongolian Font Style Transfer

Barintag, Saheya , Zhang, Zexing , Duan, Bohuai , Wang, Jinghang
International Conference on Optimization, Simulation and Control (2022)