Siyuan Li

According to our database, Siyuan Li authored at least 18 papers between 2022 and 2026.

Collaborative distances:

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

2026

Benchmarking Safety Risks of Knowledge-Intensive Reasoning under Malicious Knowledge Editing.

Qinghua Mao, Xi Lin, Jinze Gu, Jun Wu, Siyuan Li, Yuliang Chen

CoRR, May, 2026

Lightweight Stylistic Consistency Profiling: Robust Detection of LLM-Generated Textual Content for Multimedia Moderation.

Siyuan Li, Aodu Wulianghai, Xi Lin, Xibin Yuan, Qinghua Mao, Guangyan Li, Xiang Chen, Jun Wu, Jianhua Li

CoRR, May, 2026

DSIPA: Detecting LLM-Generated Texts via Sentiment-Invariant Patterns Divergence Analysis.

Siyuan Li, Aodu Wulianghai, Guangyan Li, Xi Lin, Qinghua Mao, Yuliang Chen, Jun Wu, Jianhua Li

CoRR, April, 2026

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks.

Siyuan Li, Zehao Liu, Xi Lin, Qinghua Mao, Yuliang Chen, Haoyu Li, Jun Wu, Jianhua Li, Xiu Su

CoRR, April, 2026

Trustworthy AI-Generative Content for Intelligent Network Service: Robustness, Security, and Fairness.

Siyuan Li, Xi Lin, Yaju Liu, Xiang Chen, Jianhua Li

IEEE Commun. Mag., February, 2026

HoneyTrap: Deceiving Large Language Model Attackers to Honeypot Traps with Resilient Multi-Agent Defense.

Siyuan Li, Xi Lin, Jun Wu, Zehao Liu, Haoyu Li, Tianjie Ju, Xiang Chen, Jianhua Li

CoRR, January, 2026

Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection.

Siyuan Li, Xi Lin, Guangyan Li, Zehao Liu, Aodu Wulianghai, Li Ding, Jun Wu, Jianhua Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

StyleDecipher: Robust and Explainable Detection of LLM-Generated Texts with Stylistic Analysis.

Siyuan Li, Aodu Wulianghai, Xi Lin, Guangyan Li, Xiang Chen, Jun Wu, Jianhua Li

CoRR, October, 2025

HXRL: Explainable DRL-Enhanced Reliable VR Video Streaming for Immersive Smart Healthcare.

Ye Wang, Siyuan Li, Xi Lin, Yang Bai, Jianqi Yu, Lixing Chen, Bo Yang, Xinping Guan

IEEE Internet Things J., September, 2025

QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method.

Yaju Liu, Siyuan Li, Xi Lin, Xiuzhen Chen, Gaolei Li, Yuchen Liu, Bolin Liao, Jianhua Li

IEEE Trans. Cogn. Commun. Netw., April, 2025

2024

AI-Generated Content-Based Edge Learning for Fast and Efficient Few-Shot Defect Detection in IIoT.

Siyuan Li, Xi Lin, Wenchao Xu, Jianhua Li

IEEE Trans. Serv. Comput., 2024

Trustworthy AI-Generative Content in Intelligent 6G Network: Adversarial, Privacy, and Fairness.

Siyuan Li, Xi Lin, Yaju Liu, Jianhua Li

CoRR, 2024

Towards Multi-Task Generative-AI Edge Services with an Attention-based Diffusion DRL Approach.

Yaju Liu, Xi Lin, Siyuan Li, Gaolei Li, Qinghua Mao, Jianhua Li

Proceedings of the 9th IEEE International Conference on Smart Cloud, 2024

Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks.

Siyuan Li, Xi Lin, Hansong Xu, Kun Hua, Xiaomin Jin, Gaolei Li, Jianhua Li

Proceedings of the IEEE INFOCOM 2024, 2024

OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization.

Siyuan Li, Xi Lin, Yaju Liu, Gaolei Li, Jianhua Li

Proceedings of the 1st SIGCOMM Workshop on Hot Topics in Optical Technologies and Applications in Networking, 2024

2023

Digital Twin and Artificial Intelligence-Empowered Panoramic Video Streaming: Reducing Transmission Latency in the Extended Reality-Assisted Vehicular Metaverse.

Siyuan Li, Xi Lin, Jun Wu, Wei Zhang, Jianhua Li

IEEE Veh. Technol. Mag., December, 2023

DPG-DT: Differentially Private Generative Digital Twin for Imbalanced Learning in Industrial IoT.

Siyuan Li, Xi Lin, Gaolei Li, Lixing Chen, Siyi Liao, Jing Wang, Jianhua Li

Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

2022

When digital twin meets deep reinforcement learning in multi-UAV path planning.

Siyuan Li, Xi Lin, Jun Wu, Ali Kashif Bashir, Raheel Nawaz

Proceedings of the 5th International ACM Mobicom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, 2022