耿蓉｜东北大学｜学者主页

2026

Project-Based Flipped Classroom Reform with Interactive and Collaborative Approaches

Ning Ye, Xiaoshi Song, Rong Geng, Ce Ji

International Conference on Educational and Information Technology

DOI

2026

Mapping Artificial Intelligence in Higher Education with VOSviewer: Hotspots and Trends

Rong Geng, Xiaoshi Song, Ning Ye, Ce Ji

International Conference on Educational and Information Technology

DOI

2026

Exploring the Pathways to Improve the Effectiveness of Teaching Supervision in Universities from the Perspective of Total Quality Management

Ce Ji, Lin Xu, Xia Zhang, Simeng Sun, Rong Geng, Qiuhua Tan

International Journal of Learning and Teaching

DOI

2026

Robust multimodal sentiment analysis via entropy-constrained cross-attention with information bottleneck-based recovery

Rong Geng, Qindong Sun, Wei Teng, Han Cao, Xiaoxiong Wang, Yimin Qiao

Expert systems with applications

DOI

2025

Research and Practice of Individualized Intelligent Teaching Based on the Analysis of Individual and Group Learning Behavior: A Case Study of Mobile Communication System Course

Ning Ye, Rong Geng, Xiaoshi Song

International Conference on Educational and Information Technology

DOI

2025

Leveraging VOSviewer for Knowledge Graph Reasoning Towards Teaching Evaluation in Higher Education Research

Rong Geng, Ce Ji, Chunhong Cao

International Conference on Educational and Information Technology

DOI

2025

Application of Artificial Intelligence Discriminant Models in Educational Reform

Chunhong Cao, Shichao Dong, Rong Geng, Ce Ji

International Conference on Educational and Information Technology

DOI

2025

Subspectrum mixup-based adversarial attack and evading defenses by structure-enhanced gradient purification

Han Cao, Qindong Sun, Rong Geng, Xiaoxiong Wang

Knowledge-Based Systems

DOI

2025

Decision attribution and local extremum-guided black-box adversarial attack with adjustable sparsity and discreteness

Han Cao, Qindong Sun, Rong Geng, Xiaoxiong Wang, Rui Yang

Journal of Information Security and Applications

DOI

2024

CSP-free adaptive Kriging surrogate model method for reliability analysis with small failure probability

Wenxiong Li, Rong Geng, Suiyin Chen

Reliability Engineering & System Safety，Vol. 243

DOI

2024

Provenance-based APT campaigns detection via masked graph representation learning

Jiafeng Ren, Rong Geng

Computers & Security

DOI

2024

Multi-domain awareness for compressed deepfake videos detection over social networks guided by common mechanisms between artifacts

Yan Wang, Qindong Sun, Dongzhu Rong, Rong Geng

Computer Vision and Image Understanding

DOI

2023

快时变信道下基于深度学习的OFDM系统信道估计

季策，宋博翰，耿蓉，梁敏骏

《系统工程与电子技术》

2023

时变信道下基于LSTM的信道估计方法

季策，王鑫，耿蓉，梁敏骏

《东北大学学报(自然科学版)》

2023

基于改进GRU算法的天基信息网资源预测研究

耿蓉，吴亚倩，肖倩倩，徐赛

《东北大学学报(自然科学版)》

2023

基于改进蚁群算法的天基资源调度研究与仿真

耿蓉，张昭，牛天水，王宇飞

《东北大学学报(自然科学版)》

2023

“信号与线性系统”课程教学模式探讨

季策，耿蓉，曹春红

《黑龙江教育(高教研究与评估)》

2023

基于VSCBOMP算法的FBMC/OQAM系统信道估计

季策，田博彦，耿蓉，李伯群

《系统工程与电子技术》

2023

Research on the Validity of Network Security Model Based on WOA-BP Neural Network

Saiyu Wang, Yanbing Zhu, Handa Xia, Hong‐Yan Chen, Rong Geng

International Conference on Communication Software and Networks

DOI

2023

Efficient History-Driven Adversarial Perturbation Distribution Learning in Low Frequency Domain

Han Cao, Qindong Sun, Yaqi Li, Rong Geng, Xiaoxiong Wang

ACM Transactions on Privacy and Security

DOI

2022

面向天地一体化网络的计算卸载算法

耿蓉，王宏艳，刘畅，徐赛

《东北大学学报(自然科学版)》

2022

信号与系统课程思政建设探索

季策，张高原，曹春红，耿蓉

《高教学刊》

2022

Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation

Jialei Chen, Chong Fu, Haoyu Xie, Zheng Xu, Rong Geng, Chiu‐Wing Sham

Computers in Biology and Medicine

DOI

2021

基于Dice系数的弱选择回溯匹配追踪算法

季策，王金芝，耿蓉

《东北大学学报(自然科学版)》

2021

基于OS-SASP算法的欠定盲源分离

季策，张欢，耿蓉，李伯群

《东北大学学报(自然科学版)》

2021

Research on the Integration of Curriculum Ideological and Political Elements into Communication Principles

Rong Geng, Chunhong Cao, Ce Ji

International Conference on Educational and Information Technology

DOI

2021

Design of PBL Teaching Method Based on OBE Mode

Ji Ce, Cao Chunhong, Rong Geng, Xiao Zhang

International Conference on Educational and Information Technology

DOI

2021

The Application of PBL + Flipped Classroom Teaching Mode in Computer Practice Courses

Cao Chunhong, Ji Ce, Rong Geng

International Conference on Educational and Information Technology

DOI

2020

“双一流”建设下的通信原理课程教学——基于思维导图

耿蓉，叶宁，刘军

《软件导刊》

2020

基于A-DBSCAN的欠定盲源分离算法

季策，穆文欢，耿蓉

《系统工程与电子技术》

2020

Towards channel state information based coding to enhance security in satellite communication

Rong Geng, Ning Ye, Jun Liu, Dakai K. Zhu

Journal of Systems Architecture

DOI

2020

Efficient and Intelligent Attack Detection in Software Defined IoT Networks

Yun-Tong Zhang, Jingye Xu, Zhiwei Wang, Rong Geng, K. Choo, J. Pérez-Díaz, Da-Kai Zhu

International Conference on Embedded Software and Systems

DOI

2018

基于时间门限值的低时延编码感知路由算法

耿蓉，孙学超，王梦源，陈文君

《东北大学学报(自然科学版)》

2018

A Fault Prediction Algorithm Based on Rough Sets and Back Propagation Neural Network for Vehicular Networks

Rong Geng, Xiaojie Wang, Ning Ye, Jun Liu

IEEE Access

DOI

2018

A Software Defined Networking-Oriented Security Scheme for Vehicle Networks

Rong Geng, Xiaojie Wang, Jun Liu

IEEE Access

DOI

2016

A Reliable Big Data Transmission Algorithm for Space Information Network

Rong Geng, Xiaojie Wang, Ning Ye

IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)

DOI

2015

Hierarchic Topology Management by Decision Model and Smart Agents in Space Information Networks

Ning Ye, Rong Geng, Xiaoshi Song, Qunyang Wang, Zhaolong Ning

DOI

2015

A load‐balancing and coding‐aware multicast protocol for mobile ad hoc networks

Rong Geng, Zhaolong Ning, Ning Ye

International Journal of Communication Systems

DOI

2012

DTN中基于转发概率的散发和等待路由

耿蓉，唐美思，姜向鸿

《东北大学学报(自然科学版)》

2012

Route Maintenance Strategy Based on the Packet Lost Distinguish for Space Information Networks

Jun Liu, Huan Han, Rong Geng, Zheng Zhong, Hua Li

International Conference on Computer Science and Service System

DOI

2011

A Cross Layer QoS Design Model for Mobile Ad Hoc Networks

Rong Geng

International Conference on Wireless Communications, Networking and Mobile Computing

DOI

2010

移动Ad Hoc网络QoS关键技术的研究

耿蓉

《东北大学》

2010

A new adaptive MAC protocol with QoS support based on IEEE 802.11 in ad hoc networks

Rong Geng, Lei Guo, Xingwei Wang

Computers & Electrical Engineering

DOI

2010

A Partial Bandwidth Reservation Scheme for QoS Support in Ad Hoc Networks

Rong Geng, Lei Guo

DOI

2010

QoS-Aware Multipath Routing Protocol based on local information for Ad Hoc networks

Rong Geng, Lei Guo, Xingwei Wang

International Conference on Computer Engineering and Technology

DOI

2009

一种基于免疫算法的Ad Hoc网络QoS路由算法

耿蓉，李喆，董妍

《小型微型计算机系统》

2009

AD HOC网络中的一种QOS-AWARE多径路由协议

耿蓉，李喆

《系统仿真学报》

2009

AQMP: An Adaptive QoS MAC Protocol Based on IEEE802.11 in Ad Hoc Networks

Rong Geng, Zhe Li, Lei Song

International Conference on Wireless Communications, Networking and Mobile Computing

DOI

2007

无线传感器网络中一种混合动态自适应路由算法

郭彬，李喆，耿蓉

《计算机科学》

2007

无线传感器网络中一种响应式节能动态成簇算法

郭彬，李喆，刘军，耿蓉

《东北大学学报(自然科学版)》

2007

Ad Hoc网络中的QoS-Aware多目标优化路由协议

耿蓉，李喆，徐晓

《东北大学学报(自然科学版)》

2007

A Reactive Energy-Saving Dynamic-Clustering Algorithm in Wireless Sensor Networks

Rong Geng

Journal of Northeastern University

2007

Hybrid Dynamic Adaptive Routing Algorithm in Wireless Sensor Networks

Rong Geng

2006

Ad Hoc网络的一种入侵检测模型

刘军，李喆，郭彬，耿蓉

《东北大学学报(自然科学版)》

2006

QoS-Aware Routing Based on Local Information for Mobile Ad Hoc Networks

Rong Geng, Zhe Li

Lecture notes in computer science

DOI

2006

An Intrusion Detection Model for Ad Hoc Network

Rong Geng

Journal of Northeastern University

2005

XPath的轴连接查询技术研究

王钊，耿蓉，王国仁

《小型微型计算机系统》

Knowledge graph construction for power grid fault handling based on prompt learning and LoRA fine-tuning

Xiaoxiong Wang, Qindong Sun, Han Cao, Yimin Qiao, Yan Wang, Rong Geng, Yan-Song Chen

Electric power systems research

DOI

精选作品

期刊论文

Project-Based Flipped Classroom Reform with Interactive and Collaborative Approaches

Mapping Artificial Intelligence in Higher Education with VOSviewer: Hotspots and Trends

Exploring the Pathways to Improve the Effectiveness of Teaching Supervision in Universities from the Perspective of Total Quality Management

Robust multimodal sentiment analysis via entropy-constrained cross-attention with information bottleneck-based recovery

Research and Practice of Individualized Intelligent Teaching Based on the Analysis of Individual and Group Learning Behavior: A Case Study of Mobile Communication System Course

Leveraging VOSviewer for Knowledge Graph Reasoning Towards Teaching Evaluation in Higher Education Research

Application of Artificial Intelligence Discriminant Models in Educational Reform

Subspectrum mixup-based adversarial attack and evading defenses by structure-enhanced gradient purification

Decision attribution and local extremum-guided black-box adversarial attack with adjustable sparsity and discreteness

CSP-free adaptive Kriging surrogate model method for reliability analysis with small failure probability

Provenance-based APT campaigns detection via masked graph representation learning

Multi-domain awareness for compressed deepfake videos detection over social networks guided by common mechanisms between artifacts

快时变信道下基于深度学习的OFDM系统信道估计

时变信道下基于LSTM的信道估计方法

基于改进GRU算法的天基信息网资源预测研究

基于改进蚁群算法的天基资源调度研究与仿真

“信号与线性系统”课程教学模式探讨

基于VSCBOMP算法的FBMC/OQAM系统信道估计

Research on the Validity of Network Security Model Based on WOA-BP Neural Network

Efficient History-Driven Adversarial Perturbation Distribution Learning in Low Frequency Domain

面向天地一体化网络的计算卸载算法

信号与系统课程思政建设探索

Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation

基于Dice系数的弱选择回溯匹配追踪算法

基于OS-SASP算法的欠定盲源分离

Research on the Integration of Curriculum Ideological and Political Elements into Communication Principles

Design of PBL Teaching Method Based on OBE Mode

The Application of PBL + Flipped Classroom Teaching Mode in Computer Practice Courses

“双一流”建设下的通信原理课程教学——基于思维导图

基于A-DBSCAN的欠定盲源分离算法

Towards channel state information based coding to enhance security in satellite communication

Efficient and Intelligent Attack Detection in Software Defined IoT Networks

基于时间门限值的低时延编码感知路由算法

A Fault Prediction Algorithm Based on Rough Sets and Back Propagation Neural Network for Vehicular Networks

A Software Defined Networking-Oriented Security Scheme for Vehicle Networks

A Reliable Big Data Transmission Algorithm for Space Information Network

Hierarchic Topology Management by Decision Model and Smart Agents in Space Information Networks

A load‐balancing and coding‐aware multicast protocol for mobile ad hoc networks

DTN中基于转发概率的散发和等待路由

Route Maintenance Strategy Based on the Packet Lost Distinguish for Space Information Networks

A Cross Layer QoS Design Model for Mobile Ad Hoc Networks

移动Ad Hoc网络QoS关键技术的研究

A new adaptive MAC protocol with QoS support based on IEEE 802.11 in ad hoc networks

A Partial Bandwidth Reservation Scheme for QoS Support in Ad Hoc Networks

QoS-Aware Multipath Routing Protocol based on local information for Ad Hoc networks

一种基于免疫算法的Ad Hoc网络QoS路由算法

AD HOC网络中的一种QOS-AWARE多径路由协议

AQMP: An Adaptive QoS MAC Protocol Based on IEEE802.11 in Ad Hoc Networks

无线传感器网络中一种混合动态自适应路由算法

无线传感器网络中一种响应式节能动态成簇算法

Ad Hoc网络中的QoS-Aware多目标优化路由协议

A Reactive Energy-Saving Dynamic-Clustering Algorithm in Wireless Sensor Networks

Hybrid Dynamic Adaptive Routing Algorithm in Wireless Sensor Networks

Ad Hoc网络的一种入侵检测模型

QoS-Aware Routing Based on Local Information for Mobile Ad Hoc Networks

An Intrusion Detection Model for Ad Hoc Network

XPath的轴连接查询技术研究

Knowledge graph construction for power grid fault handling based on prompt learning and LoRA fine-tuning