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Shaoyu Dou's Projects

asyndbt icon asyndbt

Open source code for paper "Federated Bilevel In-Context Learning for LLM Service on Cloud", (submit to IJCAI 2024 main track))

autowarp icon autowarp

Tensorflow implementation of paper ‘Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoder’ (NIPS18)

datacardsplaybook icon datacardsplaybook

The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.

dtcr icon dtcr

Tensorflow implementation of paper 'Learning Representations for Time Series Clustering' (NIPS 2019 accept paper).

multi-source-observability-dataset icon multi-source-observability-dataset

This repository contains the code for data investigation, and the link to the multi-source distributed system dataset. This repository is also supplementary material to our paper: "Multi-Source Distributed System Data for AI-powered Analytics" [link soon]

qoepridiction icon qoepridiction

Replication of paper: Cellular QoE Prediction for Video Service Based on Causal Structure Learning

seq2gmm icon seq2gmm

Open source code for paper "Robust Group Anomaly Detection for Quasi-Periodic Network Time Series"

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