Song Bian

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Graph Classification

Statistical Modeling

Top Venues

Proc. VLDB Endow.

ACM Trans. Knowl. Discov. Data

Publications

Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman
Does Compressing Activations Help Model Parallel Training? MLSys (2024)
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR (2024)
Song Bian, Dacheng Li, Hongyi Wang, Eric P. Xing, Shivaram Venkataraman
Does compressing activations help model parallel training? CoRR (2023)
You Peng, Song Bian, Rui Li, Sibo Wang, Jeffrey Xu Yu
Finding Top-r Influential Communities under Aggregation Functions. ICDE (2022)
You Peng, Song Bian, Rui Li, Sibo Wang, Jeffrey Xu Yu
Finding Top-r Influential Communities under Aggregation Functions. CoRR (2022)
Keyu Yang, Yunjun Gao, Lei Liang, Song Bian, Lu Chen, Baihua Zheng
CrowdTC: Crowd-powered Learning for Text Classification. ACM Trans. Knowl. Discov. Data 16 (1) (2022)
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. SIGMOD Conference (2021)
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 (2021)
Song Bian, Qintian Guo, Sibo Wang, Jeffrey Xu Yu
Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks. Proc. VLDB Endow. 13 (9) (2020)
Keyu Yang, Yunjun Gao, Lei Liang, Song Bian, Lu Chen, Baihua Zheng
CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification. CoRR (2020)
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation. WSDM (2019)
Ting Chen, Song Bian, Yizhou Sun
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification. CoRR (2019)
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang
Graph Edit Distance Computation via Graph Neural Networks. CoRR (2018)