ML Anthology

Ho, Qirong

16 publications

WACV 2025 J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu, Mohamad Kassab, Min Xu, Qirong Ho
NeurIPS 2023 FedNAR: Federated Optimization with Normalized Annealing Regularization Junbo Li, Ang Li, Chong Tian, Qirong Ho, Eric P. Xing, Hongyi Wang
NeurIPS 2022 Unsupervised Image-to-Image Translation with Density Changing Regularization Shaoan Xie, Qirong Ho, Kun Zhang
JMLR 2016 Latent Space Inference of Internet-Scale Networks Qirong Ho, Junming Yin, Eric P. Xing
UAI 2016 Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing
AAAI 2015 High-Performance Distributed ML at Scale Through Parameter Server Consistency Models Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing
NeurIPS 2014 Dependent Nonparametric Trees for Dynamic Hierarchical Clustering Kumar Avinava Dubey, Qirong Ho, Sinead A Williamson, Eric P Xing
AISTATS 2014 Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data Abhimanu Kumar, Alex Beutel, Qirong Ho, Eric P. Xing
UAI 2014 Modeling Citation Networks Using Latent Random Offsets Willie Neiswanger, Chong Wang, Qirong Ho, Eric P. Xing
NeurIPS 2014 On Model Parallelization and Scheduling Strategies for Distributed Machine Learning Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A Gibson, Eric P Xing
NeurIPS 2013 A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks Junming Yin, Qirong Ho, Eric P Xing
NeurIPS 2013 More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A Gibson, Greg Ganger, Eric P Xing
NeurIPS 2012 On Triangular Versus Edge Representations --- Towards Scalable Modeling of Networks Qirong Ho, Junming Yin, Eric P. Xing
AISTATS 2011 Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks Qirong Ho, Le Song, Eric Xing
AISTATS 2011 Multiscale Community Blockmodel for Network Exploration Qirong Ho, Ankur Parikh, Le Song, Eric Xing
AISTATS 2011 Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text Amr Ahmed, Qirong Ho, Choon Hui Teo, Jacob Eisenstein, Alex Smola, Eric Xing