Ruiqi Guo

Orcid: 0000-0003-4729-7385

According to our database1, Ruiqi Guo authored at least 51 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
34.1 A 28nm 83.23TFLOPS/W POSIT-Based Compute-in-Memory Macro for High-Accuracy AI Applications.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024

20.2 A 28nm 74.34TFLOPS/W BF16 Heterogenous CIM-Based Accelerator Exploiting Denoising-Similarity for Diffusion Models.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024

2023
TT@CIM: A Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity Optimization and Variable Precision Quantization.
IEEE J. Solid State Circuits, March, 2023

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent.
CoRR, 2023

A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing.
Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

SOAR: Improved Indexing for Approximate Nearest Neighbor Search.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CV-CIM: A 28nm XOR-Derived Similarity-Aware Computation-in-Memory for Cost-Volume Construction.
Proceedings of the IEEE International Solid- State Circuits Conference, 2023

Automating Nearest Neighbor Search Configuration with Constrained Optimization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

CIMFormer: A 38.9TOPS/W-8b Systolic CIM-Array Based Transformer Processor with Token-Slimmed Attention Reformulating and Principal Possibility Gathering.
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2023

A Systolic Computing-in-Memory Array based Accelerator with Predictive Early Activation for Spatiotemporal Convolutions.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022
A semi-supervised label distribution learning model with label correlations and data manifold exploration.
J. King Saud Univ. Comput. Inf. Sci., November, 2022

An Auto-Weighting Incremental Random Vector Functional Link Network for EEG-Based Driving Fatigue Detection.
IEEE Trans. Instrum. Meas., 2022

Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers.
CoRR, 2022

Decoupled Context Processing for Context Augmented Language Modeling.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
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.
Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

Efficient Training of Retrieval Models using Negative Cache.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021

2020
An adaptive p-FEM for three-dimensional concrete aggregate models.
Int. J. Model. Simul. Sci. Comput., 2020

Accelerating Large-Scale Inference with Anisotropic Vector Quantization.
Proceedings of the 37th International Conference on Machine Learning, 2020

Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Complete 3D Scene Parsing from an RGBD Image.
Int. J. Comput. Vis., 2019

New instant confirmation mechanism based on interactive incontestable signature in consortium blockchain.
Frontiers Comput. Sci., 2019

New Loss Functions for Fast Maximum Inner Product Search.
CoRR, 2019

Local Orthogonal Decomposition for Maximum Inner Product Search.
CoRR, 2019

Efficient Inner Product Approximation in Hybrid Spaces.
CoRR, 2019

A 5.1pJ/Neuron 127.3us/Inference RNN-based Speech Recognition Processor using 16 Computing-in-Memory SRAM Macros in 65nm CMOS.
Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

SCRA: A Hybrid Deterministic Routing Algorithm for Aging-Resilient Network-an-Chip.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Optimal Noise-Adding Mechanism in Additive Differential Privacy.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
PHE: An Efficient Traitor Tracing and Revocation for Encrypted File Syncing-and-Sharing in Cloud.
IEEE Trans. Cloud Comput., 2018

Truncated Laplacian Mechanism for Approximate Differential Privacy.
CoRR, 2018

2017
Now Playing: Continuous low-power music recognition.
CoRR, 2017

Efficient Natural Language Response Suggestion for Smart Reply.
CoRR, 2017

Multiscale Quantization for Fast Similarity Search.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Stochastic Generative Hashing.
Proceedings of the 34th International Conference on Machine Learning, 2017

Fast Classification with Binary Prototypes.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Interactive Incontestable Signature for Transactions Confirmation in Bitcoin Blockchain.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Quantization based Fast Inner Product Search.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015
Labeling Complete Surfaces in Scene Understanding.
Int. J. Comput. Vis., 2015

Identity-Set-based Broadcast Encryption supporting "Cut-or-Select" with Short Ciphertext.
IACR Cryptol. ePrint Arch., 2015

Predicting Complete 3D Models of Indoor Scenes.
CoRR, 2015

Fast Orthogonal Projection Based on Kronecker Product.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Traitor Tracing and Revocation for Secure Decoders in File Syncing-and-Sharing Service.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014
Scene understanding with complete scenes and structured representations
PhD thesis, 2014

Multi-scale Orderless Pooling of Deep Convolutional Activation Features.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Paired Regions for Shadow Detection and Removal.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Support Surface Prediction in Indoor Scenes.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Beyond the Line of Sight: Labeling the Underlying Surfaces.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Single-image shadow detection and removal using paired regions.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2009
Segmenting Shape Using Deformation Information.
IEICE Trans. Inf. Syst., 2009


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