Efficient Methods for Multi-label Classification. - Chonglin Sun; Chunting Zhou; Bo Jin 001; Francis C. M. Lau 001 (PAKDD (1), 2015)

Category Enhanced Word Embedding. - Chunting Zhou; Chonglin Sun; Zhiyuan Liu 001; Francis C. M. Lau 001 (CoRR, 2015)

A C-LSTM Neural Network for Text Classification. - Chunting Zhou; Chonglin Sun; Zhiyuan Liu 001; Francis C. M. Lau 001 (CoRR, 2015)

Multi-Label Classification Methods for Green Computing and Application for Mobile Medical Recommendations. - Li Guo 008; Bo Jin 001; Ruiyun Yu; Cuili Yao; Chonglin Sun; Degen Huang (IEEE Access, 2016)

Time-based Sequence Model for Personalization and Recommendation Systems. - Tigran Ishkhanov; Maxim Naumov; Xianjie Chen; Yan Zhu; Yuan Zhong; Alisson Gusatti Azzolini; Chonglin Sun; Frank Jiang 005; Andrey Malevich; Liang Xiong (CoRR, 2020)

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)

ERCache: An Efficient and Reliable Caching Framework for Large-Scale User Representations in Meta's Ads System. - Fang Zhou; Yaning Huang; Dong Liang; Dai Li; Zhongke Zhang; Kai Wang; Xiao Xin; Abdallah Aboelela; Zheliang Jiang; Yang Wang; Jeff Song; Wei Zhang; et al. (CoRR, 2024)

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)