Ruiqi Guo

Xiaofeng Chen

Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

A 22nm 54.94TFLOPS/W Transformer Fine-Tuning Processor with Exponent-Stationary Re-Computing, Aggressive Linear Fitting, and Logarithmic Domain Multiplicating.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

34.1 A 28nm 83.23TFLOPS/W POSIT-Based Compute-in-Memory Macro for High-Accuracy AI Applications.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid-State Circuits Conference, 2024

Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture.

[BibT_eX]

[DOI]

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023

TT@CIM: A Tensor-Train In-Memory-Computing Processor Using Bit-Level-Sparsity Optimization and Variable Precision Quantization.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, March, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

A 28nm 77.35TOPS/W Similar Vectors Traceable Transformer Processor with Principal-Component-Prior Speculating and Dynamic Bit-wise Stationary Computing.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

SOAR: Improved Indexing for Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid- State Circuits Conference, 2023

Automating Nearest Neighbor Search Configuration with Constrained Optimization.

[BibT_eX]

[DOI]

Philip Sun

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. King Saud Univ. Comput. Inf. Sci., November, 2022

An Auto-Weighting Incremental Random Vector Functional Link Network for EEG-Based Driving Fatigue Detection.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Decoupled Context Processing for Context Augmented Language Modeling.

[BibT_eX]

[DOI]

Zonglin Li

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Efficient Training of Retrieval Models using Negative Cache.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2020

An adaptive p-FEM for three-dimensional concrete aggregate models.

[BibT_eX]

[DOI]

Yingxiong Xiao

Int. J. Model. Simul. Sci. Comput., 2020

Accelerating Large-Scale Inference with Anisotropic Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Complete 3D Scene Parsing from an RGBD Image.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

New instant confirmation mechanism based on interactive incontestable signature in consortium blockchain.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

New Loss Functions for Fast Maximum Inner Product Search.

[BibT_eX]

[DOI]

CoRR, 2019

Local Orthogonal Decomposition for Maximum Inner Product Search.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Inner Product Approximation in Hybrid Spaces.

[BibT_eX]

[DOI]

CoRR, 2019

A 5.1pJ/Neuron 127.3us/Inference RNN-based Speech Recognition Processor using 16 Computing-in-Memory SRAM Macros in 65nm CMOS.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Bowen Zhang

Huaxi Gu

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Optimal Noise-Adding Mechanism in Additive Differential Privacy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2018

Truncated Laplacian Mechanism for Approximate Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Now Playing: Continuous low-power music recognition.

[BibT_eX]

[DOI]

Blaise Agüera y Arcas

CoRR, 2017

Efficient Natural Language Response Suggestion for Smart Reply.

[BibT_eX]

[DOI]

CoRR, 2017

Multiscale Quantization for Fast Similarity Search.

[BibT_eX]

[DOI]

Xiang Wu

Ananda Theertha Suresh

Daniel N. Holtmann-Rice

David Simcha

Felix X. Yu

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Stochastic Generative Hashing.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Fast Classification with Binary Prototypes.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Interactive Incontestable Signature for Transactions Confirmation in Bitcoin Blockchain.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Quantization based Fast Inner Product Search.

[BibT_eX]

[DOI]

Krzysztof Choromanski

David Simcha

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Labeling Complete Surfaces in Scene Understanding.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Identity-Set-based Broadcast Encryption supporting "Cut-or-Select" with Short Ciphertext.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2015

Predicting Complete 3D Models of Indoor Scenes.

[BibT_eX]

[DOI]

Chuhang Zou

CoRR, 2015

Fast Orthogonal Projection Based on Kronecker Product.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Traitor Tracing and Revocation for Secure Decoders in File Syncing-and-Sharing Service.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014

Scene understanding with complete scenes and structured representations

[BibT_eX]

[DOI]

PhD thesis, 2014

Multi-scale Orderless Pooling of Deep Convolutional Activation Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Paired Regions for Shadow Detection and Removal.

[BibT_eX]

[DOI]

Qieyun Dai

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Support Surface Prediction in Indoor Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Beyond the Line of Sight: Labeling the Underlying Surfaces.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Single-image shadow detection and removal using paired regions.

[BibT_eX]

[DOI]

Qieyun Dai

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2009

Segmenting Shape Using Deformation Information.

[BibT_eX]

[DOI]