Ruiqi Guo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 46

Top Topics

Diffusion Models

Nearest Neighbor Search

Top Venues

Publications

Ruiqi Guo, Lei Wang, Xiaofeng Chen, Hao Sun, Zhiheng Yue, Yubin Qin, Huiming Han, Yang Wang, Fengbin Tu, Shaojun Wei, Yang Hu, Shouyi Yin
20.2 A 28nm 74.34TFLOPS/W BF16 Heterogenous CIM-Based Accelerator Exploiting Denoising-Similarity for Diffusion Models. ISSCC (2024)
Zhiheng Yue, Huizheng Wang, Jiahao Fang, Jinyi Deng, Guangyang Lu, Fengbin Tu, Ruiqi Guo, Yuxuan Li, Yubin Qin, Yang Wang, Chao Li, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin
Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture. ISCA (2024)
Yang Wang, Xiaolong Yang, Yubin Qin, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin
34.1 A 28nm 83.23TFLOPS/W POSIT-Based Compute-in-Memory Macro for High-Accuracy AI Applications. ISSCC (2024)
Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar
SOAR: Improved Indexing for Approximate Nearest Neighbor Search. CoRR (2024)
Ruiqi Guo, Zhiheng Yue, Xin Si, Hao Li, Te Hu, Limei Tang, Yabing Wang, Hao Sun, Leibo Liu, Meng-Fan Chang, Qiang Li, Shaojun Wei, Shouyi Yin
TT@CIM: A Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity Optimization and Variable Precision Quantization. IEEE J. Solid State Circuits 58 (3) (2023)
Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers. ICLR (2023)
Philip Sun, Ruiqi Guo, Sanjiv Kumar
Automating Nearest Neighbor Search Configuration with Constrained Optimization. CoRR (2023)
Ruiqi Guo, Yang Wang, Xiaofeng Chen, Lei Wang, Hao Sun, Jingchuan Wei, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering. A-SSCC (2023)
Xiaofeng Chen, Ruiqi Guo, Zhiheng Yue, Yang Hu, Leibo Liu, Shaojun Wei, Shouyi Yin
A Systolic Computing-in-Memory Array based Accelerator with Predictive Early Activation for Spatiotemporal Convolutions. AICAS (2023)
Philip Sun, Ruiqi Guo, Sanjiv Kumar
Automating Nearest Neighbor Search Configuration with Constrained Optimization. ICLR (2023)
Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix X. Yu, Sanjiv Kumar
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent. CoRR (2023)
Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar
SOAR: Improved Indexing for Approximate Nearest Neighbor Search. NeurIPS (2023)
Yang Wang, Yubin Qin, Dazheng Deng, Xiaolong Yang, Zhiren Zhao, Ruiqi Guo, Zhiheng Yue, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing. VLSI Technology and Circuits (2023)
Zhiheng Yue, Yang Wang, Huizheng Wang, Yabing Wang, Ruiqi Guo, Limei Tang, Leibo Liu, Shaojun Wei, Yang Hu, Shouyi Yin
CV-CIM: A 28nm XOR-Derived Similarity-Aware Computation-in-Memory for Cost-Volume Construction. ISSCC (2023)
Felix Chern, Blake Hechtman, Andy Davis, Ruiqi Guo, David Majnemer, Sanjiv Kumar
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s. CoRR (2022)
Zonglin Li, Ruiqi Guo, Sanjiv Kumar
Decoupled Context Processing for Context Augmented Language Modeling. CoRR (2022)
Yikai Zhang, Ruiqi Guo, Yong Peng, Wanzeng Kong, Feiping Nie, Bao-Liang Lu
An Auto-Weighting Incremental Random Vector Functional Link Network for EEG-Based Driving Fatigue Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Ruiqi Guo, Yong Peng, Wanzeng Kong, Fan Li
A semi-supervised label distribution learning model with label correlations and data manifold exploration. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix X. Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar
Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers. CoRR (2022)
Felix Chern, Blake Hechtman, Andy Davis, Ruiqi Guo, David Majnemer, Sanjiv Kumar
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s. NeurIPS (2022)
Zonglin Li, Ruiqi Guo, Sanjiv Kumar
Decoupled Context Processing for Context Augmented Language Modeling. NeurIPS (2022)
Ruiqi Guo, Zhiheng Yue, Xin Si, Te Hu, Hao Li, Limei Tang, Yabing Wang, Leibo Liu, Meng-Fan Chang, Qiang Li, Shaojun Wei, Shouyi Yin
15.4 A 5.99-to-691.1TOPS/W Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity-Based Optimization and Variable-Precision Quantization. ISSCC (2021)
Ruiqi Guo, Hao Li, Ruhui Liu, Zhixiao Zhang, Limei Tang, Hao Sun, Leibo Liu, Meng-Fan Chang, Shaojun Wei, Shouyi Yin
A 6.54-to-26.03 TOPS/W Computing-In-Memory RNN Processor using Input Similarity Optimization and Attention-based Context-breaking with Output Speculation. VLSI Circuits (2021)
Erik Lindgren, Sashank J. Reddi, Ruiqi Guo, Sanjiv Kumar
Efficient Training of Retrieval Models using Negative Cache. NeurIPS (2021)
Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar
Accelerating Large-Scale Inference with Anisotropic Vector Quantization. ICML (2020)
Ruiqi Guo, Yingxiong Xiao
An adaptive p-FEM for three-dimensional concrete aggregate models. Int. J. Model. Simul. Sci. Comput. 11 (1) (2020)
Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar
Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy. AISTATS (2020)
Chuhang Zou, Ruiqi Guo, Zhizhong Li, Derek Hoiem
Complete 3D Scene Parsing from an RGBD Image. Int. J. Comput. Vis. 127 (2) (2019)
Bowen Zhang, Huaxi Gu, Ruiqi Guo
SCRA: A Hybrid Deterministic Routing Algorithm for Aging-Resilient Network-an-Chip. APSIPA (2019)
Xiang Wu, Ruiqi Guo, David Simcha, Dave Dopson, Sanjiv Kumar
Efficient Inner Product Approximation in Hybrid Spaces. CoRR (2019)
Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu
New Loss Functions for Fast Maximum Inner Product Search. CoRR (2019)
Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar
Optimal Noise-Adding Mechanism in Additive Differential Privacy. AISTATS (2019)
Xiang Wu, Ruiqi Guo, Sanjiv Kumar, David Simcha
Local Orthogonal Decomposition for Maximum Inner Product Search. CoRR (2019)
Yan Zhu, Khaled Riad, Ruiqi Guo, Guohua Gan, Rongquan Feng
New instant confirmation mechanism based on interactive incontestable signature in consortium blockchain. Frontiers Comput. Sci. 13 (6) (2019)
Ruiqi Guo, Yonggang Liu, Shixuan Zheng, Ssu-Yen Wu, Peng Ouyang, Win-San Khwa, Xi Chen, Jia-Jing Chen, Xiudong Li, Leibo Liu, Meng-Fan Chang, Shaojun Wei, Shouyi Yin
A 5.1pJ/Neuron 127.3us/Inference RNN-based Speech Recognition Processor using 16 Computing-in-Memory SRAM Macros in 65nm CMOS. VLSI Circuits (2019)
Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar
Optimal Noise-Adding Mechanism in Additive Differential Privacy. CoRR (2018)
Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar
Truncated Laplacian Mechanism for Approximate Differential Privacy. CoRR (2018)
Yan Zhu, Guohua Gan, Ruiqi Guo, Dijiang Huang
PHE: An Efficient Traitor Tracing and Revocation for Encrypted File Syncing-and-Sharing in Cloud. IEEE Trans. Cloud Comput. 6 (4) (2018)
Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon
Fast Classification with Binary Prototypes. AISTATS (2017)
Bo Dai, Ruiqi Guo, Sanjiv Kumar, Niao He, Le Song
Stochastic Generative Hashing. CoRR (2017)
Bo Dai, Ruiqi Guo, Sanjiv Kumar, Niao He, Le Song
Stochastic Generative Hashing. ICML (2017)
Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel N. Holtmann-Rice, David Simcha, Felix X. Yu
Multiscale Quantization for Fast Similarity Search. NIPS (2017)
Matthew L. Henderson, Rami Al-Rfou, Brian Strope, Yun-Hsuan Sung, László Lukács, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, Ray Kurzweil
Efficient Natural Language Response Suggestion for Smart Reply. CoRR (2017)
Blaise Agüera y Arcas, Beat Gfeller, Ruiqi Guo, Kevin Kilgour, Sanjiv Kumar, James Lyon, Julian Odell, Marvin Ritter, Dominik Roblek, Matthew Sharifi, Mihajlo Velimirovic
Now Playing: Continuous low-power music recognition. CoRR (2017)
Yan Zhu, Ruiqi Guo, Guohua Gan, Wei-Tek Tsai
Interactive Incontestable Signature for Transactions Confirmation in Bitcoin Blockchain. COMPSAC (2016)
Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha
Quantization based Fast Inner Product Search. AISTATS (2016)
Xu Zhang, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shih-Fu Chang
Fast Orthogonal Projection Based on Kronecker Product. ICCV (2015)
Ruiqi Guo, Derek Hoiem
Labeling Complete Surfaces in Scene Understanding. Int. J. Comput. Vis. 112 (2) (2015)
Yan Zhu, Xin Wang, Di Ma, Ruiqi Guo
Identity-Set-based Broadcast Encryption supporting "Cut-or-Select" with Short Ciphertext. AsiaCCS (2015)
Yan Zhu, Xin Wang, Di Ma, Ruiqi Guo
Identity-Set-based Broadcast Encryption supporting "Cut-or-Select" with Short Ciphertext. IACR Cryptol. ePrint Arch. 2015 (2015)
Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha
Quantization based Fast Inner Product Search. CoRR (2015)
Yan Zhu, Feng Pu, Guohua Gan, Ruiqi Guo, Shuqing Zhang
Traitor Tracing and Revocation for Secure Decoders in File Syncing-and-Sharing Service. COMPSAC (2015)
Ruiqi Guo, Chuhang Zou, Derek Hoiem
Predicting Complete 3D Models of Indoor Scenes. CoRR (2015)
Yunchao Gong, Liwei Wang, Ruiqi Guo, Svetlana Lazebnik
Multi-scale Orderless Pooling of Deep Convolutional Activation Features. CoRR (2014)
Yunchao Gong, Liwei Wang, Ruiqi Guo, Svetlana Lazebnik
Multi-scale Orderless Pooling of Deep Convolutional Activation Features. ECCV (7) (2014)
Ruiqi Guo, Derek Hoiem
Support Surface Prediction in Indoor Scenes. ICCV (2013)
Ruiqi Guo, Qieyun Dai, Derek Hoiem
Paired Regions for Shadow Detection and Removal. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Ruiqi Guo, Derek Hoiem
Beyond the Line of Sight: Labeling the Underlying Surfaces. ECCV (5) (2012)
Ruiqi Guo, Qieyun Dai, Derek Hoiem
Single-image shadow detection and removal using paired regions. CVPR (2011)
Ruiqi Guo, Shinichiro Omachi, Hirotomo Aso
Segmenting Shape Using Deformation Information. IEICE Trans. Inf. Syst. (6) (2009)