Yingnan Deng

According to our database, Yingnan Deng authored at least 8 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Adversarial Robustness in Text Classification through Semantic Calibration with Large Language Models.

Chihui Shao, Yun Zi, Yingnan Deng, Heyao Liu, Chong Zhang, Yinan Ni

Proceedings of the 2026 International Conference on Communication Networks and Machine Learning (CNML), Chongqing, China, January 30, 2026

2025

Contrastive Learning-Based Dependency Modeling for Anomaly Detection in Cloud Services.

Yue Xing, Yingnan Deng, Heyao Liu, Ming Wang, Yun Zi, Xiaoxuan Sun

CoRR, October, 2025

Structure-Learnable Adapter Fine-Tuning for Parameter-Efficient Large Language Models.

Ming Gong, Yingnan Deng, Nia Qi, Yujun Zou, Zhihao Xue, Yun Zi

CoRR, September, 2025

Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery.

Yun Zi, Ming Gong, Zhihao Xue, Yujun Zou, Nia Qi, Yingnan Deng

CoRR, August, 2025

Autonomous Resource Management in Microservice Systems via Reinforcement Learning.

Yujun Zou, Nia Qi, Yingnan Deng, Zhihao Xue, Ming Gong, Wuyang Zhang

CoRR, July, 2025

Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach.

Shuangquan Lyu, Yingnan Deng, Guiran Liu, Zhen Qi, Ruotong Wang

CoRR, July, 2025

Intelligent Task Scheduling for Microservices via A3C-Based Reinforcement Learning.

Yang Wang, Tengda Tang, Zhou Fang, Yingnan Deng, Yifei Duan

CoRR, May, 2025

Dynamic Operating System Scheduling Using Double DQN: A Reinforcement Learning Approach to Task Optimization.

Xiaoxuan Sun, Yifei Duan, Yingnan Deng, Fan Guo, Guohui Cai, Yuting Peng

CoRR, March, 2025