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Song Bian 0002
Person information
- affiliation: University of Wisconsin, Madison, WI, USA
- affiliation (former): Chinese University of Hong Kong, Hong Kong
- affiliation (former): Zhejiang University, China
Other persons with the same name
- Song Bian 0001
— Beihang University, Beijing, China (and 1 more)
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2020 – today
- 2024
- [c5]Song Bian, Xiating Ouyang, Zhiwei Fan, Paraschos Koutris:
Naive Bayes Classifiers over Missing Data: Decision and Poisoning. ICML 2024 - [c4]Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman:
Does Compressing Activations Help Model Parallel Training? MLSys 2024 - [i9]Yao Lu, Song Bian, Lequn Chen
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR abs/2401.12230 (2024) - 2023
- [i8]Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman:
Does compressing activations help model parallel training? CoRR abs/2301.02654 (2023) - [i7]Song Bian, Xiating Ouyang, Zhiwei Fan, Paraschos Koutris:
Certifiable Robustness for Naive Bayes Classifiers. CoRR abs/2303.04811 (2023) - [i6]Song Bian, Zhao Song, Junze Yin:
Federated Empirical Risk Minimization via Second-Order Method. CoRR abs/2305.17482 (2023) - 2022
- [j2]Keyu Yang
CrowdTC: Crowd-powered Learning for Text Classification. ACM Trans. Knowl. Discov. Data 16(1): 15:1-15:23 (2022) - [c3]You Peng, Song Bian, Rui Li, Sibo Wang
Finding Top-r Influential Communities under Aggregation Functions. ICDE 2022: 1941-1954 - [i5]You Peng, Song Bian, Rui Li, Sibo Wang
Finding Top-r Influential Communities under Aggregation Functions. CoRR abs/2207.01029 (2022) - 2021
- [c2]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. SIGMOD Conference 2021: 2271-2280 - [i4]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang:
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. CoRR abs/2104.00841 (2021) - 2020
- [j1]Song Bian
Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks. Proc. VLDB Endow. 13(9): 1498-1510 (2020) - [i3]Keyu Yang, Yunjun Gao, Lei Liang, Song Bian, Lu Chen, Baihua Zheng:
CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification. CoRR abs/2004.12389 (2020)
2010 – 2019
- 2019
- [c1]Yunsheng Bai, Hao Ding, Song Bian
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation. WSDM 2019: 384-392 - [i2]Ting Chen, Song Bian
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification. CoRR abs/1905.04579 (2019) - 2018
- [i1]Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang:
Graph Edit Distance Computation via Graph Neural Networks. CoRR abs/1808.05689 (2018)
Coauthor Index
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