A Seismic Shift in Scalable Acquisition Demands New Processing: Fiber-Optic Seismic Signal Retrieval in Urban Areas with Unsupervised Learning for Coherent Noise Removal. - Eileen R. Martin; Fantine Huot; Yinbin Ma; Robert Cieplicki; Steve Cole; Martin Karrenbach; Biondo L. Biondi (IEEE Signal Process. Mag., 2018)

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. - Dheevatsa Mudigere; Yuchen Hao; Jianyu Huang; Andrew Tulloch; Srinivas Sridharan 002; Xing Liu; Mustafa Ozdal; Jade Nie; Jongsoo Park; Liang Luo; Jie Amy Yang; Leon Gao; et al. (CoRR, 2021)

Software-hardware co-design for fast and scalable training of deep learning recommendation models. - Dheevatsa Mudigere; Yuchen Hao; Jianyu Huang; Zhihao Jia; Andrew Tulloch; Srinivas Sridharan 002; Xing Liu; Mustafa Ozdal; Jade Nie; Jongsoo Park; Liang Luo; Jie Amy Yang; et al. (ISCA, 2022)

On Coded Caching Systems with Offline Users. - Yinbin Ma; Daniela Tuninetti (ISIT, 2022)

AutoShard: Automated Embedding Table Sharding for Recommender Systems. - Daochen Zha; Louis Feng; Bhargav Bhushanam; Dhruv Choudhary; Jade Nie; Yuandong Tian; Jay Chae; Yinbin Ma; Arun Kejariwal; Xia Hu 001 (KDD, 2022)

A General Coded Caching Scheme for Scalar Linear Function Retrieval. - Yinbin Ma; Daniela Tuninetti (IEEE J. Sel. Areas Inf. Theory, 2022)

Coded Caching with Linear Coded Placement: Exact Tradeoff for the Three User Case. - Yinbin Ma; Daniela Tuninetti (Allerton, 2023)

Demand Privacy in Hotplug Caching Systems. - Yinbin Ma; Daniela Tuninetti (ISIT, 2023)

On Demand-Private Hotplug Caching Systems. - Yinbin Ma; Daniela Tuninetti (ISIT, 2024)

Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation. - Liang Luo; Buyun Zhang; Michael Tsang; Yinbin Ma; Ching-Hsiang Chu; Yuxin Chen 001; Shen Li; Yuchen Hao; Yanli Zhao; Guna Lakshminarayanan; Ellie Wen; Jongsoo Park; et al. (MLSys, 2024)

On Coded Caching Systems with Offline Users, with and without Demand Privacy against Colluding Users. - Yinbin Ma; Daniela Tuninetti (CoRR, 2024)

A General Achievable Scheme for Linear Computation Broadcast Channel. - Yinbin Ma; Daniela Tuninetti (CoRR, 2025)

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. - Mingfu Liang; Xi Liu; Rong Jin 001; Boyang Liu; Qiuling Suo; Qinghai Zhou; Song Zhou; Laming Chen; Hua Zheng; Zhiyuan Li; Shali Jiang 003; Jiyan Yang; et al. (CoRR, 2025)