学生科研创新

时间:2026-04-16 点击数:

本年度学生在科研训练与创新实践中表现活跃。共发表 EI、SCI 及 CCF 推荐会议论文 15 篇,参与申请软件著作权多项。这些成果反映了研究院在培养学生创新思维、科研能力与实践技能方面的成效, 初步形成了“师生共研、学以致用”的良好氛围。

序号

论文题目

论文全部作者(本人标红)

期刊名称

发表日期

论文类别

(分区)

1

A Review of Taxonomy Expansion And its Applications in AI empowering research

Yukang Lu,Kun Jiang,Zilin Zhang

IEIR

2024/8/30

EI

2

3D Pose Measurement of All Students Using

Existing Cameras in the Smart Classroom: A

Pilot Study

Jia Chen,Yixuan Guo, Zhi Liu,Mingwen Tong, Mingzhang Zuo,Kejiang Xiao

Advances in Haptics and Virtual Reality

2024/5/19

EI

3

Enhanced Convolutional Neural Networks Based Learner Authentication for

Personalized E-Learning System

Zhifeng Wang, Minghui

Wang, Chunyan

Zeng,Hongmin Xu,

Yang Yang

IEIR

2023.10.1

EI

4

SBD-Net: Incorporating Multi-Level

Features for an Efffcient

Detection Network of Student Behavior in

Smart Classrooms

Zhifeng Wang, Minghui Wang, Chunyan

Zeng,Longlong Li

Applied Sciences

2024.9.17

SCI

5

A Teacher and Student Facial Expression

Recognition Model Based on Classroom

Teaching

Videos

Ziyi Liu,Li Yang,Liu,

Sannyuya

IEIR

2023.11.1

EI

6

MRT-DETR: A New Real-Time Object

Detection Method

Qiming Zhao,Wei

Hu, Yueyang Liu,

Rujun Yang,Zonghui

Wang

WASA

2025.6.24

CCF-C

7

Enhancing Privacy-Preserving Machine

Learning with Self-Learnable Activation

Functions in Fully Homomorphic Encryption

Jichao Xiong,Jiageng

Chen*,Junyu Lin, Dian

Jiao, Hui Liu

Journal of Information Security and

Applications

2024/11/1

CCF-C/ 中科院二区

8

FedSCOPE: A Lightweight Privacy-

Preserving Federated Learning Framework

for Heterogeneity-Resilient Skin Cancer

Diagnosis

Junyu Lin,Jiageng

Chen*,Jichao Xiong,

Dian Jiao, Weizhong

Zhao, Yang Xiang

IEEE Journal of

Biomedical and

Health Informatics

2025/6/9

CCF-C/ 中

科院二区

Top

9

Efficient and Privacy-Preserving Inference

for Medical Images via FHE-Enhanced Split

Neural Networks

Junyu Lin,Shanbin Li,

Jiageng Chen*, Xu Du,

Atsuko Miyaji

IEEE International Conference on Bioinformatics

& Biomedicine (BIBM2025)

2025/10/5

CCF-B 会议

10

Parallel FHE-Based Neural Network

Inference with Knowledge Distillation

for Efficient Privacy-Preserving Image

Classification

Dian Jiao ,Junyu

Lin ,Jiageng Chen*,

Jichao Xiong, Weizhi

Meng, Chunhua Su

International

Conference on

Knowledge Science,

Engineering and

Management

(KSEM2025)

2025/8/4

CCF-C 会议

11

StressSentry-FHE: A Transformer-Based

Privacy-Preserving Framework for Stress

Detection Using Quantized Attention

Jichao Xiong,Jiageng

Chen*,Junyu Lin,

Dian Jiao, Chunhua Su,

Weizhi Meng

International

Conference on

Knowledge Science,

Engineering and

Management

(KSEM2025)

2025/8/4

CCF-C 会议

12

PM-SRCANet: A Privacy-Preserving

Multimodal Stress Recognition

Convolutional Attention Network Model

Jichao Xiong, Wanxuan

Wu,Jiageng Chen*,

Chunhua Su, Weizhong

Zhao,Junyu Lin, Dian

Jiao

International

Conference on

Wireless Artificial

Intelligent

Computing Systems

and Applications

(WASA2025)

2025/7/12

CCF-C 会议

13

A Privacy-Preserving Computer-

Aided Diagnosis Framework for Medical

Applications Using Federated Learning and

Homomorphic Encryption

Jichao Xiong,Jiageng

Chen*, Hui Liu,

Guangyou Zhou,Jianqun

Cui,Junyu Lin, Dian Jiao

International

Conference on

Attacks and Defenses

for IoT (ADIoT2024)

2024/12/14

EI 会议

14

Correlation-based switching mean teacher

for semi-supervised medical image

segmentation

Guiyuhan Deng,Hao Sun,Wei Xie

Neurocomputing

2025.03

中科院2区, JCR 一区

15

A Compact Model for Mathematics Problem Representations Distilled from BERT

Hao Ming, Xinguo

Yu, Xiaotian Cheng,

Zhenquan Shen, Xiaopan

Lyu

Proceedings of the AAAI Conference on Artificial Intelligence

2025.4.11

CCF A

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