b'Ang Li'

research

∙ 06/30/2022

A Rare Topic Discovery Model for Short Texts Based on Co-occurrence word Network

We provide a simple and general solution for the discovery of scarce top...

Chengjie Ma, et al. ∙

research

∙ 06/29/2022

Chinese Word Sense Embedding with SememeWSD and Synonym Set

Word embedding is a fundamental natural language processing task which c...

Yangxi Zhou, et al. ∙

research

∙ 06/28/2022

H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture

Graph Neural Networks (GNNs) have drawn tremendous attention due to thei...

Chengming Zhang, et al. ∙

research

∙ 06/16/2022

GMI-DRL: Empowering Multi-GPU Deep Reinforcement Learning with GPU Spatial Multiplexing

With the increasing popularity of robotics in industrial control and aut...

Yuke Wang, et al. ∙

research

∙ 06/06/2022

Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors

Tensor Cores have been an important unit to accelerate Fused Matrix Mult...

Wei Sun, et al. ∙

research

∙ 06/06/2022

A sentiment analysis model for car review texts based on adversarial training and whole word mask BERT

In the field of car evaluation, more and more netizens choose to express...

Xingchen Liu, et al. ∙

research

∙ 06/05/2022

Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon

With the development of online travel services, it has great application...

Jia Wang, et al. ∙

research

∙ 06/05/2022

Searching Similarity Measure for Binarized Neural Networks

Being a promising model to be deployed in resource-limited devices, Bina...

Yanfei Li, et al. ∙

research

∙ 06/05/2022

GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm

Binary neural networks (BNNs) show promising utilization in cost and pow...

Yanfei Li, et al. ∙

research

∙ 06/02/2022

Bi-convolution matrix factorization algorithm based on improved ConvMF

With the rapid development of information technology, "information overl...

Peiyu Liu, et al. ∙

research

∙ 05/23/2022

Towards Model Generalization for Monocular 3D Object Detection

Monocular 3D object detection (Mono3D) has achieved tremendous improveme...

Zhenyu Li, et al. ∙

research

∙ 05/14/2022

Efficient Hierarchical State Vector Simulation of Quantum Circuits via Acyclic Graph Partitioning

Early but promising results in quantum computing have been enabled by th...

Bo Fang, et al. ∙

research

∙ 05/08/2022

Iterative Geometry-Aware Cross Guidance Network for Stereo Image Inpainting

Currently, single image inpainting has achieved promising results based ...

Ang Li, et al. ∙

research

∙ 04/26/2022

Cross-media Scientific Research Achievements Query based on Ranking Learning

With the advent of the information age, the scale of data on the Interne...

Benzhi Wang, et al. ∙

research

∙ 04/25/2022

Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training

Monocular 3D object detection (Mono3D) has achieved unprecedented succes...

Zhenyu Li, et al. ∙

research

∙ 04/25/2022

Mining and searching association relation of scientific papers based on deep learning

There is a complex correlation among the data of scientific papers. The ...

Jie Song, et al. ∙

research

∙ 04/20/2022

Profiling and Evolution of Intellectual Property

In recent years, with the rapid growth of Internet data, the number and ...

Bowen Yu, et al. ∙

research

∙ 04/13/2022

Research on Intellectual Property Resource Profile and Evolution Law

In the era of big data, intellectual property-oriented scientific and te...

Yuhui Wang, et al. ∙

research

∙ 04/13/2022

Retrieval of Scientific and Technological Resources for Experts and Scholars

Institutions of higher learning, research institutes and other scientifi...

Suyu Ouyang, et al. ∙

research

∙ 04/11/2022

Research on accurate stereo portrait generation algorithm of scientific research team

In order to smoothly promote the establishment of scientific research pr...

Mingying Xu, et al. ∙

research

∙ 04/11/2022

Knowledge Graph and Accurate Portrait Construction of Scientific and Technological Academic Conferences

In recent years, with the continuous progress of science and technology,...

Runyu Yu, et al. ∙

research

∙ 04/11/2022

Research on Cross-media Science and Technology Information Data Retrieval

Since the era of big data, the Internet has been flooded with all kinds ...

Yang Jiang, et al. ∙

research

∙ 04/11/2022

Accurate Portraits of Scientific Resources and Knowledge Service Components

With the advent of the cloud computing era, the cost of creating, captur...

Yue Wang, et al. ∙

research

∙ 04/10/2022

Information-theoretic Online Memory Selection for Continual Learning

A challenging problem in task-free continual learning is the online sele...

Shengyang Sun, et al. ∙

research

∙ 04/07/2022

FastMapSVM: Classifying Complex Objects Using the FastMap Algorithm and Support-Vector Machines

Neural Networks and related Deep Learning methods are currently at the l...

Malcolm C. A. White, et al. ∙

research

∙ 03/31/2022

Scientific and Technological Text Knowledge Extraction Method of based on Word Mixing and GRU

The knowledge extraction task is to extract triple relations (head entit...

Suyu Ouyang, et al. ∙

research

∙ 03/30/2022

Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data

Applying machine learning (ML) in design flow is a popular trend in EDA ...

Jingyu Pan, et al. ∙

research

∙ 03/23/2022

Block-Level Interference Exploitation Precoding without Symbol-by-Symbol Optimization

Symbol-level precoding (SLP) based on the concept of constructive interf...

Ang Li, et al. ∙

research

∙ 03/21/2022

BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling

Graph Convolutional Networks (GCNs) have emerged as the state-of-the-art...

Cheng Wan, et al. ∙

research

∙ 03/21/2022

Academic Resource Text Level Multi-label Classification based on Attention

Hierarchical multi-label academic text classification (HMTC) is to assig...

Yue Wang, et al. ∙

research

∙ 03/21/2022

Semantic Similarity Computing for Scientific Academic Conferences fused with domain features

Aiming at the problem that the current general-purpose semantic text sim...

Runyu Yu, et al. ∙

research

∙ 03/21/2022

Research Scholar Interest Mining Method based on Load Centrality

In the era of big data, it is possible to carry out cooperative research...

Yang Jiang, et al. ∙

research

∙ 03/16/2022

Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval

Cross-media retrieval of scientific and technological information is one...

Ang Li, et al. ∙

research

∙ 03/12/2022

Reconfigurable MIMO towards Electro-magnetic Information Theory: Capacity Maximization Pattern Design

In this paper, we focus on the pattern reconfigurable multiple-input mul...

Haonan Wang, et al. ∙

research

∙ 03/07/2022

I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization

Graph Convolutional Networks (GCNs) have drawn tremendous attention in t...

Tong Geng, et al. ∙

research

∙ 02/20/2022

Practical Interference Exploitation Precoding without Symbol-by-Symbol Optimization: A Block-Level Approach

In this paper, we propose a constructive interference (CI)-based block-l...

Ang Li, et al. ∙

research

∙ 02/12/2022

Capacity Maximization Pattern Design for Reconfigurable MIMO Antenna Array

Multi-functional and reconfigurable multiple-input multiple-output (MR-M...

Haonan Wang, et al. ∙

research

∙ 02/08/2022

Backdoor Detection in Reinforcement Learning

While the real world application of reinforcement learning (RL) is becom...

Junfeng Guo, et al. ∙

research

∙ 01/21/2022

Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU

In a general graph data structure like an adjacency matrix, when edges a...

Jou-An Chen, et al. ∙

research

∙ 12/22/2021

GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design

Graph Convolutional Networks (GCNs) have emerged as the state-of-the-art...

Haoran You, et al. ∙

research

∙ 12/19/2021

M2DGR: A Multi-sensor and Multi-scenario SLAM Dataset for Ground Robots

We introduce M2DGR: a novel large-scale dataset collected by a ground ro...

Jie Yin, et al. ∙

research

∙ 12/09/2021

SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations

Pre-training has become a standard paradigm in many computer vision task...

Zhenyu Li, et al. ∙

research

∙ 11/22/2021

Semi-Supervised Vision Transformers

We study the training of Vision Transformers for semi-supervised image c...

Zejia Weng, et al. ∙

research

∙ 11/03/2021

One Pass ImageNet

We present the One Pass ImageNet (OPIN) problem, which aims to study the...

Huiyi Hu, et al. ∙

research

∙ 10/28/2021

AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis

Deep neural networks (DNNs) are proved to be vulnerable against backdoor...

Junfeng Guo, et al. ∙

research

∙ 10/26/2021

FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective

Federated learning (FL) is a popular distributed learning framework that...

Jingwei Sun, et al. ∙

research

∙ 09/20/2021

Characterizing User Susceptibility to COVID-19 Misinformation on Twitter

Though significant efforts such as removing false claims and promoting r...

Xian Teng, et al. ∙

research

∙ 09/18/2021

G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency

Graph Neural Networks (GNNs) have emerged as the state-of-the-art (SOTA)...

Yongan Zhang, et al. ∙

research

∙ 09/15/2021

Unit Selection with Causal Diagram

The unit selection problem aims to identify a set of individuals who are...

Ang Li, et al. ∙

research

∙ 09/13/2021

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search

Molecular similarity search has been widely used in drug discovery to id...

Hongwu Peng, et al. ∙

Ang Li

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