Guo, Ruiqi

20 publications

ICLRW 2024 REST Meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix Yu, Sanjiv Kumar

ICLR 2023 Automating Nearest Neighbor Search Configuration with Constrained Optimization Philip Sun, Ruiqi Guo, Sanjiv Kumar

NeurIPS 2023 SOAR: Improved Indexing for Approximate Nearest Neighbor Search Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar

ICLR 2023 The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix Yu, Ruiqi Guo, Sanjiv Kumar

NeurIPS 2022 Decoupled Context Processing for Context Augmented Language Modeling Zonglin Li, Ruiqi Guo, Sanjiv Kumar

NeurIPS 2022 TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s Felix Chern, Blake Hechtman, Andy Davis, Ruiqi Guo, David Majnemer, Sanjiv Kumar

NeurIPS 2021 Efficient Training of Retrieval Models Using Negative Cache Erik Lindgren, Sashank Reddi, Ruiqi Guo, Sanjiv Kumar

ICML 2020 Accelerating Large-Scale Inference with Anisotropic Vector Quantization Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar

ICLR 2020 New Loss Functions for Fast Maximum Inner Product Search Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Phil Sun, Sanjiv Kumar

AISTATS 2020 Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar

AISTATS 2019 Optimal Noise-Adding Mechanism in Additive Differential Privacy Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar

AISTATS 2017 Fast Classification with Binary Prototypes Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon

NeurIPS 2017 Multiscale Quantization for Fast Similarity Search Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel N Holtmann-Rice, David Simcha, Felix Yu

ICML 2017 Stochastic Generative Hashing Bo Dai, Ruiqi Guo, Sanjiv Kumar, Niao He, Le Song

AISTATS 2016 Quantization Based Fast Inner Product Search Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha

ICCV 2015 Fast Orthogonal Projection Based on Kronecker Product Xu Zhang, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shi-Fu Chang

ECCV 2014 Multi-Scale Orderless Pooling of Deep Convolutional Activation Features Yunchao Gong, Liwei Wang, Ruiqi Guo, Svetlana Lazebnik

ICCV 2013 Support Surface Prediction in Indoor Scenes Ruiqi Guo, Derek Hoiem

ECCV 2012 Beyond the Line of Sight: Labeling the Underlying Surfaces Ruiqi Guo, Derek Hoiem

CVPR 2011 Single-Image Shadow Detection and Removal Using Paired Regions Ruiqi Guo, Qieyun Dai, Derek Hoiem