张泽兴 Zexing Zhang

中国·长沙 Changsha, China

个人简介 Biography

Hi,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、NEUCOM等期刊/会议的审稿人。
欢迎交流合作!
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.
Additionally, I serve as a reviewer for several journals and conferences, including AAAI, ESWA, EAAI, JBHI, and NEUCOM.
I am always open to academic discussions and collaborations.
🏆 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

学术活动 & 服务 Activities & Services

2026.01 新加坡 Singapore
即将前往AAAI人工智能会议汇报交流。 Heading to the AAAI artificial intelligence conference for reporting and exchange.
2024.12 中国,长春 Changchun, China
CCF吉林省研究生学术交流研讨会,主题汇报,获评为优秀论文奖。 CCF Jilin Province Universities Computer Science Graduate Academic Exchange Symposium, the theme report was awarded the Outstanding Paper Award.
2024.10 中国,杭州 Hangzhou, China
参加中国计算机大会。 Attended the China Computer Conference.
2023.12 中国,徐州 Xuzhou, China
中国生物特征识别大会汇报交流,获评最佳论文提名奖。 Reported and exchanged at the China Biometric Recognition Conference, and received the Best Paper Nomination Award.

待发表 / 预印本 Preprints / Working Papers

Beyond Cat-and-Mouse: Modeling Strategic Dynamics in Peer Review with MARL

PREPRINT
Zhang, Zexing , Yang, Kewei , Li, Jichao
Under Review at IJCAI

A dynamic incremental learning approach for non-invasive blood glucose measurement using PPG signals with an open benchmark dataset

PREPRINT
Zhang, Zexing , Lu, Huimin , Li Bojun
Under Review at ESWA

Efficient Compression of Time-Series Foundation Models via Consensus Subspace Distillation

PREPRINT
Zhang, Zexing , Yang, Kewei , Li, Jichao
Under Review at ICLR

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)

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)

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

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

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)

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

JCR Q2
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)

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)

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)

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)

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)

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)