b'Mao Yang'

research

∙ 09/16/2023

Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations

Web applications are increasingly becoming the primary platform for AI s...

0 Fucheng Jia, et al. ∙

research

∙ 08/23/2023

Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference

Large language models (LLMs) based on transformers have made significant...

0 Ranggi Hwang, et al. ∙

research

∙ 06/26/2023

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference

Deploying pre-trained transformer models like BERT on downstream tasks i...

0 Junyan Li, et al. ∙

research

∙ 06/10/2023

An Adaptive Hybrid Channel Reservation Medium Access Control Protocol for Differentiated QoS

In a densely deployed distributed wireless network, there may be various...

0 Ze Liu, et al. ∙

research

∙ 05/31/2023

Accurate and Structured Pruning for Efficient Automatic Speech Recognition

Automatic Speech Recognition (ASR) has seen remarkable advancements with...

0 Huiqiang Jiang, et al. ∙

research

∙ 05/21/2023

Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models

Efficient deployment of large language models (LLMs) necessitates low-bi...

0 Yijia Zhang, et al. ∙

research

∙ 04/28/2023

An Adaptive Channel Reservation MAC Protocol Based on Forwarding Traffic of Key Nodes

Ad Hoc networks with multi-hop topology are widely used in military and ...

0 Ze Liu, et al. ∙

research

∙ 04/04/2023

A method of combining traffic classification and traffic prediction based on machine learning in wireless networks

With the increasing number of service types of wireless network and the ...

0 Luming Wang, et al. ∙

research

∙ 03/17/2023

IRGen: Generative Modeling for Image Retrieval

While generative modeling has been ubiquitous in natural language proces...

0 Yidan Zhang, et al. ∙

research

∙ 03/17/2023

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices

Neural Architecture Search (NAS) has shown promising performance in the ...

0 Chen Tang, et al. ∙

research

∙ 03/15/2023

Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing

Stencil computation is one of the most important kernels in various scie...

0 Kun Li, et al. ∙

research

∙ 03/15/2023

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference

The combination of Neural Architecture Search (NAS) and quantization has...

0 Li Lyna Zhang, et al. ∙

research

∙ 02/14/2023

Insights on the Next Generation WLAN: High Experiences (HEX)

Wireless local area network (WLAN) witnesses a very fast growth in the p...

0 Mao Yang, et al. ∙

research

∙ 02/10/2023

Sensing Assisted Communication for the Next Generation mmWave WLAN: System Simulation Perspective

With the proliferating of wireless demands, wireless local area network ...

0 Mao Yang, et al. ∙

research

∙ 02/07/2023

LUT-NN: Towards Unified Neural Network Inference by Table Lookup

DNN inference requires huge effort of system development and resource co...

0 Xiaohu Tang, et al. ∙

research

∙ 01/26/2023

SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation

Due to its high cost-effectiveness, sparsity has become the most importa...

0 Ningxin Zheng, et al. ∙

research

∙ 01/21/2023

SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction

With the growing model size, deep neural networks (DNN) are increasingly...

5 Zhiqi Lin, et al. ∙

research

∙ 10/16/2022

On the necessity of separating MAC protocols into data and control planes

The network protocol architecture not only can be designed from the trad...

0 Zhongjiang Yan, et al. ∙

research

∙ 08/30/2022

SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance

Ad relevance modeling plays a critical role in online advertising system...

6 Li Lyna Zhang, et al. ∙

research

∙ 06/06/2022

A Neural Corpus Indexer for Document Retrieval

Current state-of-the-art document retrieval solutions mainly follow an i...

1 Yujing Wang, et al. ∙

research

∙ 03/29/2022

Idea and Theory of Particle Access

Aiming at some problems existing in the current quality of service (QoS)...

0 Bo Li, et al. ∙

research

∙ 03/10/2022

Theory of Network Wave (On a Primary Path)

Aiming at the disorder problem (i.e. uncertainty problem) of the utiliza...

0 Bo Li, et al. ∙

research

∙ 11/05/2021

SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search

The in-memory algorithms for approximate nearest neighbor search (ANNS) ...

0 Qi Chen, et al. ∙

research

∙ 09/23/2021

WRENCH: A Comprehensive Benchmark for Weak Supervision

Recent Weak Supervision (WS) approaches have had widespread success in e...

0 Jieyu Zhang, et al. ∙

research

∙ 07/13/2021

Argus: A Fully Transparent Incentive System for Anti-Piracy Campaigns (Extended Version)

Anti-piracy is fundamentally a procedure that relies on collecting data ...

0 Xian Zhang, et al. ∙

research

∙ 06/10/2020

OpEvo: An Evolutionary Method for Tensor Operator Optimization

Training and inference efficiency of deep neural networks highly rely on...

5 Xiaotian Gao, et al. ∙

research

∙ 12/23/2019

TextNAS: A Neural Architecture Search Space tailored for Text Representation

Learning text representation is crucial for text classification and othe...

0 Yujing Wang, et al. ∙

research

∙ 06/10/2019

Time-Series Anomaly Detection Service at Microsoft

Large companies need to monitor various metrics (for example, Page Views...

0 Hansheng Ren, et al. ∙

research

∙ 06/15/2018

Survey and Performance Evaluation of the Upcoming Next Generation WLAN Standard - IEEE 802.11ax

With the ever-increasing demand for wireless traffic and quality of seri...

0 Qiao Qu, et al. ∙

research

∙ 06/12/2018

V-CNN: When Convolutional Neural Network encounters Data Visualization

In recent years, deep learning poses a deep technical revolution in almo...

0 Mao Yang, et al. ∙

Mao Yang

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