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Xuchao Zhang
Xuchao Zhang
Principal Researcher @ Microsoft
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Tapnet: Multivariate time series classification with attentional prototypical network
X Zhang, Y Gao, J Lin, CT Lu
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6845-6852, 2020
2642020
Online purchase prediction via multi-scale modeling of behavior dynamics
C Huang, X Wu, X Zhang, C Zhang, J Zhao, D Yin, NV Chawla
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
902019
Recommending root-cause and mitigation steps for cloud incidents using large language models
T Ahmed, S Ghosh, C Bansal, T Zimmermann, X Zhang, S Rajmohan
2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023
472023
Mitigating uncertainty in document classification
X Zhang, F Chen, CT Lu, N Ramakrishnan
arXiv preprint arXiv:1907.07590, 2019
412019
Dynamic gaussian mixture based deep generative model for robust forecasting on sparse multivariate time series
Y Wu, J Ni, W Cheng, B Zong, D Song, Z Chen, Y Liu, X Zhang, H Chen, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 651-659, 2021
372021
Towards more accurate uncertainty estimation in text classification
J He, X Zhang, S Lei, Z Chen, F Chen, A Alhamadani, B Xiao, CT Lu
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
332020
Temporal context-aware representation learning for question routing
X Zhang, W Cheng, B Zong, Y Chen, J Xu, D Li, H Chen
Proceedings of the 13th international conference on web search and data …, 2020
302020
Beyond one-model-fits-all: A survey of domain specialization for large language models
C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ...
arXiv preprint arXiv:2305.18703, 2023
292023
DNAX-activating protein 10 co-stimulation enhances the anti-tumor efficacy of chimeric antigen receptor T cells
R Zhao, L Cheng, Z Jiang, X Wei, B Li, Q Wu, S Wang, S Lin, Y Long, ...
Oncoimmunology 8 (1), e1509173, 2019
292019
Time series contrastive learning with information-aware augmentations
D Luo, W Cheng, Y Wang, D Xu, J Ni, W Yu, X Zhang, Y Liu, Y Chen, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4534-4542, 2023
252023
Spatiotemporal event forecasting from incomplete hyper-local price data
X Zhang, L Zhao, AP Boedihardjo, CT Lu, N Ramakrishnan
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
242017
Domain specialization as the key to make large language models disruptive: A comprehensive survey
X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, L Yun, H Cui, ...
arXiv preprint arXiv:2305.18703, 2023
212023
CAT: beyond efficient transformer for content-aware anomaly detection in event sequences
S Zhang, Y Liu, X Zhang, W Cheng, H Chen, H Xiong
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
212022
Empowering practical root cause analysis by large language models for cloud incidents
Y Chen, H Xie, M Ma, Y Kang, X Gao, L Shi, Y Cao, X Gao, H Fan, M Wen, ...
arXiv preprint arXiv:2305.15778, 2023
192023
Self-paced robust learning for leveraging clean labels in noisy data
X Zhang, X Wu, F Chen, L Zhao, CT Lu
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6853-6860, 2020
182020
Deep prototypical networks for imbalanced time series classification under data scarcity
C Huang, X Wu, X Zhang, S Lin, NV Chawla
Proceedings of the 28th ACM international conference on information and …, 2019
172019
Multimodal Storytelling via Generative Adversarial Imitation Learning
Z Chen, X Zhang, AP Boedihardjo, J Dai, CT Lu
Proceeding of the 26th International Joint Conference on Artificial …, 2017
172017
Automatical Storyline Generation with Help from Twitter
T Hua, X Zhang, W Wang, CT Lu, N Ramakrishnan
Proceedings of the 2016 ACM on Conference on Information and Knowledge …, 2016
162016
Cross-domain few-shot semantic segmentation
S Lei, X Zhang, J He, F Chen, B Du, CT Lu
European Conference on Computer Vision, 73-90, 2022
152022
Boosting cross-lingual transfer via self-learning with uncertainty estimation
L Xu, X Zhang, X Zhao, H Chen, F Chen, JD Choi
arXiv preprint arXiv:2109.00194, 2021
152021
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