Zhang, Xuchao

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

Zhang, X., Gao, Y., Lin, J., & Lu, C.-T. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Time Series Analysis and ForecastingMusic and Audio Processing

Cited by 352

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Chen, Y., Xie, H., Ma, M., Kang, Y., Gao, X., Shi, L., Cao, Y., Gao, X., Fan, H., Wen, M., et al. (2024) · Proceedings of the Nineteenth European Conference on Computer Systems

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 190

Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

Ahmed, T., Ghosh, S., Bansal, C., Zimmermann, T., Zhang, X., & Rajmohan, S. (2023) · 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 148

Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Wu, Y., Ni, J., Cheng, W., Zong, B., Song, D., Chen, Z., Liu, Y., Zhang, X., Chen, H., & Davidson, S. B. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Time Series Analysis and ForecastingTraffic Prediction and Management Techniques

Cited by 57

Verifiable Format Control for Large Language Model Generations

Wang, Z., Jiang, J., Zhou, H., Zheng, W., Zhang, X., Bansal, C., & Yao, H. (2025) · Findings of the Association for Computational Linguistics: NAACL 2025

Topic ModelingNatural Language Processing Techniques

Cited by 5

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Han, D., Couturier, C., Madrigal Diaz, D., Zhang, X., Rühle, V., & Rajmohan, S. (2026) · Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems

AI-based Problem Solving and PlanningMulti-Agent Systems and Negotiation

Cited by 3

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Han, D., Couturier, C., Diaz, D. M., Zhang, X., Rühle, V., & Rajmohan, S. (2025) · arXiv

AI-based Problem Solving and PlanningMulti-Agent Systems and Negotiation

Cited by 3