Yicheng Pan

According to our database, Yicheng Pan authored at least 14 papers between 2021 and 2026.

Collaborative distances:

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

2026

Learning to Solve the Quadratic Assignment Problem with Warm-Started MCMC Finetuning.

Yicheng Pan, Ruisong Zhou, Haijun Zou, Tianyou Li, Zaiwen Wen

CoRR, April, 2026

PowerCause: Leveraging Causality for Self-Recovery in Unbalanced Distribution Networks.

Yihong Li, Yicheng Pan, Meng Ma, Ping Wang

IEEE Trans. Reliab., 2026

2025

Enhancing Spatial-Temporal Prediction Models with Dynamic Causal Graphs.

Yicheng Pan, Haowei Wang, Meng Ma, Ping Wang

ACM Trans. Spatial Algorithms Syst., December, 2025

UnCLe: Towards Scalable Dynamic Causal Discovery in Non-linear Temporal Systems.

Tingzhu Bi, Yicheng Pan, Xinrui Jiang, Huize Sun, Meng Ma, Ping Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series.

Yicheng Pan, Yifan Zhang, Xinrui Jiang, Meng Ma, Ping Wang

ACM Trans. Knowl. Discov. Data, June, 2024

HEAL: Performance Troubleshooting Deep inside Data Center Hosts.

Yicheng Pan, Yang Zhang, Tingzhu Bi, Linlin Han, Yu Zhang, Meng Ma, Xiangzhuang Shen, Xinrui Jiang, Feng Wang, Xian Liu, Ping Wang

Proceedings of the Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2024

FaultInsight: Interpreting Hyperscale Data Center Host Faults.

Tingzhu Bi, Yang Zhang, Yicheng Pan, Yu Zhang, Meng Ma, Xinrui Jiang, Linlin Han, Feng Wang, Xian Liu, Ping Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

G-Cause: Parameter-free Global Diagnosis for Hyperscale Web Service Infrastructures.

Xinrui Jiang, Yang Zhang, Tingzhu Bi, Xiangzhuang Shen, Yu Zhang, Yicheng Pan, Meng Ma, Linlin Han, Feng Wang, Xian Liu, Ping Wang

Proceedings of the IEEE International Conference on Web Services, 2024

2023

DyCause: Crowdsourcing to Diagnose Microservice Kernel Failure.

Yicheng Pan, Meng Ma, Xinrui Jiang, Ping Wang

IEEE Trans. Dependable Secur. Comput., 2023

Look Deep into the Microservice System Anomaly through Very Sparse Logs.

Xinrui Jiang, Yicheng Pan, Meng Ma, Ping Wang

Proceedings of the ACM Web Conference 2023, 2023

2022

VECROsim: A Versatile Metric-oriented Microservice Fault Simulation System (Tools and Artifact Track).

Tingzhu Bi, Yicheng Pan, Xinrui Jiang, Meng Ma, Ping Wang

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

When Dynamic Causality Comes to Graph-Temporal Neural Network.

Haowei Wang, Yicheng Pan, Meng Ma, Ping Wang

Proceedings of the International Joint Conference on Neural Networks, 2022

Abnormal Situation Simulation and Dynamic Causality Discovery in Urban Traffic Networks (Short Paper).

Yadi Wang, Yicheng Pan, Meng Ma, Ping Wang

Proceedings of the 15th International Conference on Spatial Information Theory, 2022

2021

Faster, deeper, easier: crowdsourcing diagnosis of microservice kernel failure from user space.

Yicheng Pan, Meng Ma, Xinrui Jiang, Ping Wang

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021