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shuhao_zhang committed Sep 13, 2024
2 parents 7d32d68 + 9a8452c commit 0df6241
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3 changes: 3 additions & 0 deletions _data/news.yml
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- date: 14/June/2024
headline: "Our new work on Sesame has been accepted to ICDM 2024 regular track. <b> MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm</b>. Congrats to visiting students Zhengru Wang and Xin Wang."

- date: 14/June/2024
headline: "Our Sesame Python API package has been released to pypi: <a href='https://pypi.org/project/pysame'>https://pypi.org/project/pysame</a>. Sesame is scalable stream mining library on modern hardware written in C++ By now Sesame contains several representative real-world stream clustering algorithms and synthetic algorithms. <a href='https://dl.acm.org/doi/abs/10.1145/3589307'>Sesame was first announced in SIGMOD 2023.</a>"

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4 changes: 2 additions & 2 deletions _data/phds.yml
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- name: Junyao Dong (co-sup with Long Cheng)
photo: user.png
info: "(M.Eng) Starting in Aug 2024"
info: "(M.Eng) Started in Aug 2024"
email:
number_educ: 1
education1: B.Sc. in Computer Science, Guangdong University of Foreign Studies (2021)
education1: B.Sc. in Computer Science, Guangdong University of Foreign Studies (2021)
11 changes: 11 additions & 0 deletions _data/presentations.json
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"link": "https://ntu-sg.zoom.us/j/89265052203?pwd=vcr3cH2PeacWKSAGbKMRhHgMv9iiZq.1",
"notes": "",
"categories": ["Vector Database", "Vector Join", "GPU Acceleration"]
},
{
"presenter": "Zhao Dandan",
"paper": "工业大数据下的复杂过程故障诊断研究",
"date": "2024-09-06",
"day": "Friday",
"time": "4:30PM-5:00PM (Singapore Time)",
"slides": "",
"link": "https://ntu-sg.zoom.us/j/89265052203?pwd=vcr3cH2PeacWKSAGbKMRhHgMv9iiZq.1",
"notes": "",
"categories": ["Fault Diagnosis", "Industrial Big Data"]
}
]
10 changes: 10 additions & 0 deletions _data/publist.yml
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- title: "MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm"
image:
description:
authors: Zhengru Wang, Xin Wang, Shuhao Zhang
url: https://arxiv.org/abs/2309.04799
venue: ICDM
display: International Conference on Data Mining (ICDM)
year: 2024
highlight: 0

- title: "MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores"
image: morphstream.png
description: |
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2 changes: 1 addition & 1 deletion _pages/home.md
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- **[EMNLP'23]** [SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams](https://aclanthology.org/2023.emnlp-main.380)

## Stream Data Mining
- **[arXiv'24]** [MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm](http://arxiv.org/abs/2309.04799)
- **[ICDM'24]** [MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm](http://arxiv.org/abs/2309.04799)
- **[SIGMOD'23]** [Data Stream Clustering: An In-depth Empirical Study](https://doi.org/10.1145/3589307)
- **[BigMM'19]** [TraV: an Interactive Trajectory Exploration System for Massive Data Sets](https://ieeexplore.ieee.org/document/8919445)

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