14 citations · 29 across the 6 of their papers we have counts for
6 papers
The Tensor Data Platform: Towards an AI-centric Database System
Apurva Gandhi, Yuki Asada, Victor Fu +6
Database engines have historically absorbed many of the innovations in data processing, adding features to process graph data, XML, object oriented, and text among many others. In…
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem
Yuki Asada, Victor Fu, Apurva Gandhi +8
We demonstrate Tensor Query Processor (TQP): a query processor that automatically compiles relational operators into tensor programs. By leveraging tensor runtimes such as PyTorch,…
Reliable Wireless Networking via Soft-Source Information Combining
Lihao Zhang, Soung Chang Liew
This paper puts forth a multi-stream networking paradigm, referred to as soft-source-information-combining (SSIC), to support wireless Internet of Things (IoT) applications with ul…
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study
Amitoj Singh, Jingshu Chen, Lihao Zhang +3
An independent ethical assessment of an artificial intelligence system is an impartial examination of the system's development, deployment, and use in alignment with ethical values…
Speeding up Block Propagation in Blockchain Network: Uncoded and Coded Designs
Lihao Zhang, Taotao Wang, Soung Chang Liew
We design and validate new block propagation protocols for the peer-to-peer (P2P) network of the Bitcoin blockchain. Despite its strong protection for security and privacy, the cur…
Deep Learning for Joint MIMO Detection and Channel Decoding
Taotao Wang, Lihao Zhang, Soung Chang Liew
We propose a deep-learning approach for the joint MIMO detection and channel decoding problem. Conventional MIMO receivers adopt a model-based approach for MIMO detection and chann…