Analyzing Community Structure in Networks. - Hongyuan Zhan; Kamesh Madduri (IPDPS Workshops, 2017)

Efficient Online Hyperparameter Learning for Traffic Flow Prediction. - Hongyuan Zhan; Gabriel Gomes; Xiaoye S. Li; Kamesh Madduri; Kesheng Wu (ITSC, 2018)

Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction. - Hongyuan Zhan; Gabriel Gomes; Xiaoye S. Li; Kamesh Madduri; Kesheng Wu (CoRR, 2018)

Consensus Ensemble System for Traffic Flow Prediction. - Hongyuan Zhan; Gabriel Gomes; Xiaoye S. Li; Kamesh Madduri; Alex Sim; Kesheng Wu (IEEE Trans. Intell. Transp. Syst., 2018)

Evaluating Lottery Tickets Under Distributional Shifts. - Shrey Desai; Hongyuan Zhan; Ahmed Aly (DeepLo@EMNLP-IJCNLP, 2019)

Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition. - Hongyuan Zhan; Kamesh Madduri; Venkataraman Shankar (CoRR, 2021)

Federated Learning with Buffered Asynchronous Aggregation. - John Nguyen; Kshitiz Malik; Hongyuan Zhan; Ashkan Yousefpour; Mike Rabbat; Mani Malek 001; Dzmitry Huba (AISTATS, 2022)

PAPAYA: Practical, Private, and Scalable Federated Learning. - Dzmitry Huba; John Nguyen; Kshitiz Malik; Ruiyu Zhu; Mike Rabbat; Ashkan Yousefpour; Carole-Jean Wu; Hongyuan Zhan; Pavel Ustinov; Harish Srinivas; Kaikai Wang; Anthony Shoumikhin; et al. (MLSys, 2022)

FedSynth: Gradient Compression via Synthetic Data in Federated Learning. - Shengyuan Hu 001; Jack Goetz; Kshitiz Malik; Hongyuan Zhan; Zhe Liu; Yue Liu (CoRR, 2022)

Privately Customizing Prefinetuning to Better Match User Data in Federated Learning. - Charlie Hou; Hongyuan Zhan; Akshat Shrivastava; Sid Wang; Aleksandr Livshits; Giulia Fanti; Daniel Lazar (CoRR, 2023)

PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs. - Charlie Hou; Akshat Shrivastava; Hongyuan Zhan; Rylan Conway; Trang Le; Adithya Sagar; Giulia Fanti; Daniel Lazar (ICML, 2024)

Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations. - Jianfeng Chi; Ujjwal Karn; Hongyuan Zhan; Eric Smith; Javier Rando; Yiming Zhang; Kate Plawiak; Zacharie Delpierre Coudert; Kartikeya Upasani; Mahesh Pasupuleti (CoRR, 2024)

Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations. - Igor Fedorov; Kate Plawiak; Lemeng Wu; Tarek Elgamal; Naveen Suda; Eric Smith; Hongyuan Zhan; Jianfeng Chi; Yuriy Hulovatyy; Kimish Patel; Zechun Liu; Changsheng Zhao 002; et al. (CoRR, 2024)