Search Results for author: Yifan Yuan

Found 3 papers, 0 papers with code

Temporal credit assignment for one-shot learning utilizing a phase transition material

no code implementations29 Sep 2023 Alessandro R. Galloni, Yifan Yuan, Minning Zhu, Haoming Yu, Ravindra S. Bisht, Chung-Tse Michael Wu, Christine Grienberger, Shriram Ramanathan, Aaron D. Milstein

Design of hardware based on biological principles of neuronal computation and plasticity in the brain is a leading approach to realizing energy- and sample-efficient artificial intelligence and learning machines.

One-Shot Learning

Multi-Task Fusion via Reinforcement Learning for Long-Term User Satisfaction in Recommender Systems

no code implementations9 Aug 2022 Qihua Zhang, Junning Liu, Yuzhuo Dai, Yiyan Qi, Yifan Yuan, Kunlun Zheng, Fan Huang, Xianfeng Tan

The mainstream RS ranking framework is composed of two parts: a Multi-Task Learning model (MTL) that predicts various user feedback, i. e., clicks, likes, sharings, and a Multi-Task Fusion model (MTF) that combines the multi-task outputs into one final ranking score with respect to user satisfaction.

Multi-Task Learning Recommendation Systems +1

IOCA: High-Speed I/O-Aware LLC Management for Network-Centric Multi-Tenant Platform

no code implementations9 Jul 2020 Yifan Yuan, Mohammad Alian, Yipeng Wang, Ilia Kurakin, Ren Wang, Charlie Tai, Nam Sung Kim

In this paper, we argue that besides CPU cores, high-speed network I/O is also important for LLC management.

Hardware Architecture Operating Systems

Cannot find the paper you are looking for? You can Submit a new open access paper.