Jiayang Song

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Mobile Services

Reinforcement Learning

Top Venues

IEEE Trans. Software Eng.

EURASIP J. Wirel. Commun. Netw.

Publications

Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. ICRA (2024)
Zhehua Zhou, Xuan Xie, Jiayang Song, Zhan Shu, Lei Ma
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model. CoRR (2024)
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. 50 (7) (2024)
Zhehua Zhou, Jiayang Song, Xuan Xie, Zhan Shu, Lei Ma, Dikai Liu, Jianxiong Yin, Simon See
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. ICSE-SEIP (2024)
Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward. CoRR (2024)
Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture. CoRR (2024)
Zhehua Zhou, Jiayang Song, Kunpeng Yao, Zhan Shu, Lei Ma
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning. CoRR (2023)
Zhehua Zhou, Jiayang Song, Xuan Xie, Zhan Shu, Lei Ma, Dikai Liu, Jianxiong Yin, Simon See
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation. CoRR (2023)
Xuan Xie, Jiayang Song, Zhehua Zhou, Fuyuan Zhang, Lei Ma
Mosaic: Model-based Safety Analysis Framework for AI-enabled Cyber-Physical Systems. CoRR (2023)
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR (2023)
Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models. CoRR (2023)
Jiayang Song, Zhehua Zhou, Jiawei Liu, Chunrong Fang, Zhan Shu, Lei Ma
Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics. CoRR (2023)
Jiayang Song, Xuan Xie, Lei Ma
$\mathtt {SIEGE}$SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-Enabled Cyber-Physical Systems. IEEE Trans. Software Eng. 49 (8) (2023)
Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao
AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions. CoRR (2023)
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. ICSE (SEIP) (2022)
Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma
When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. CoRR (2021)
Jiayang Song, Ping Dong, Huachun Zhou, Tao Zheng, Xiaojiang Du, Mohsen Guizani
A Performance Analysis Model of TCP over Multiple Heterogeneous Paths for 5G Mobile Services. CoRR (2018)
Yizheng Liu, Chengyou Wang, Hongming Zhao, Jiayang Song, Shiyue Chen
Bayer Image Demosaicking Using Eight-Directional Weights Based on the Gradient of Color Difference. Symmetry 10 (6) (2018)
Jiayang Song, Ping Dong, Huachun Zhou, Tao Zheng, Xiaojiang Du, Mohsen Guizani
A Performance Analysis Model for TCP over Multiple Heterogeneous Paths in 5G Networks. GLOBECOM (2017)
Hongke Zhang, Ping Dong, Shui Yu, Jiayang Song
A Scalable and Smart Hierarchical Wireless Communication Architecture Based on Network/User Separation. IEEE Wirel. Commun. 24 (1) (2017)
Hongke Zhang, Wei Quan, Jiayang Song, Zhongbai Jiang, Shui Yu
Link State Prediction-Based Reliable Transmission for High-Speed Railway Networks. IEEE Trans. Veh. Technol. 65 (12) (2016)
Jiayang Song, Huachun Zhou, Wei Quan, Tao Zheng, Ping Dong
Modeling Link Quality for High-Speed Railway Networks Based on Hidden Markov Chain. VTC Spring (2016)
Jiayang Song, Huachun Zhou, Wei Quan, Tao Zheng, Ping Dong
Modeling link quality for high-speed railway wireless networks based on hidden Markov chain. EURASIP J. Wirel. Commun. Netw. 2016 (2016)