Search Results for author: Jianjun Chen

Found 6 papers, 2 papers with code

Bullion: A Column Store for Machine Learning

no code implementations13 Apr 2024 Gang Liao, Ye Liu, Jianjun Chen, Daniel J. Abadi

The past two decades have witnessed columnar storage revolutionizing data warehousing and analytics.

Quantization Recommendation Systems

ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting

2 code implementations8 Apr 2024 Hengyu Ye, Jiadong Chen, Shijin Gong, Fuxin Jiang, Tieying Zhang, Jianjun Chen, Xiaofeng Gao

To capitalize on both of these strengths, we propose ATFNet, an innovative framework that combines a time domain module and a frequency domain module to concurrently capture local and global dependencies in time series data.

Time Series Time Series Forecasting

Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning

1 code implementation2 Nov 2021 Wenyu Zhu, Zhiyao Feng, Zihan Zhang, Jianjun Chen, Zhijian Ou, Min Yang, Chao Zhang

Recovering binary programs' call graphs is crucial for inter-procedural analysis tasks and applications based on them. transfer One of the core challenges is recognizing targets of indirect calls (i. e., indirect callees).

Contrastive Learning Question Answering +1

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