Wei Cao | DeepAI

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∙ 09/14/2023

What Matters to Enhance Traffic Rule Compliance of Imitation Learning for Automated Driving

More research attention has recently been given to end-to-end autonomous...

0 Hongkuan Zhou, et al. ∙

∙ 07/08/2023

Hybrid Successive Interference Cancellation and Power Adaptation: a Win-Win Strategy for Robust Uplink NOMA Transmission

The aim of this paper is to reveal the importance of hybrid successive i...

0 Yanshi Sun, et al. ∙

∙ 07/04/2023

New Designs of Robust Uplink NOMA in Cognitive Radio Inspired Communications

This paper considers a cognitive radio inspired uplink communication sce...

0 Yanshi Sun, et al. ∙

∙ 03/05/2023

MINER: A Hybrid Data-Driven Approach for REST API Fuzzing

In recent years, REST API fuzzing has emerged to explore errors on a clo...

0 Chenyang Lyu, et al. ∙

∙ 12/31/2022

Autonomous Driving Simulator based on Neurorobotics Platform

There are many artificial intelligence algorithms for autonomous driving...

0 Wei Cao, et al. ∙

∙ 11/22/2022

OpenFE: Automated Feature Generation beyond Expert-level Performance

The goal of automated feature generation is to liberate machine learning...

0 Tianping Zhang, et al. ∙

∙ 04/29/2022

Family of Two Dimensional Transition Metal Dichlorides Fundamental Properties, Structural Defects, and Environmental Stability

A large number of novel two-dimensional (2D) materials are constantly di...

0 Andrey A. Kistanov, et al. ∙

∙ 02/23/2022

Compositional Model Checking of Consensus Protocols Specified in TLA+ via Interaction-Preserving Abstraction

Consensus protocols are widely used in building reliable distributed sof...

0 Xiaosong Gu, et al. ∙

∙ 10/17/2020

MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler

Imbalanced learning (IL), i.e., learning unbiased models from class-imba...

0 Zhining Liu, et al. ∙

∙ 05/07/2020

Nonparametric Estimation of the Fisher Information and Its Applications

This paper considers the problem of estimation of the Fisher information...

10 Wei Cao, et al. ∙

∙ 04/30/2020

A 6G White Paper on Connectivity for Remote Areas

In many places all over the world rural and remote areas lack proper con...

0 Harri Saarnisaari, et al. ∙

∙ 01/13/2020

Relational State-Space Model for Stochastic Multi-Object Systems

Real-world dynamical systems often consist of multiple stochastic subsys...

0 Fan Yang, et al. ∙

∙ 12/15/2019

Progressive Neural Index Search for Database System

In database systems, index is the key component to support efficient sea...

0 Sai Wu, et al. ∙

∙ 11/27/2019

Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting

Traffic forecasting is of great importance to transportation management ...

0 Weiqi Chen, et al. ∙

∙ 09/08/2019

Self-paced Ensemble for Highly Imbalanced Massive Data Classification

Many real-world applications reveal difficulties in learning classifiers...

1 Zhining Liu, et al. ∙

∙ 09/08/2019

Training Effective Ensemble on Imbalanced Data by Self-paced Harmonizing Classification Hardness

Many real-world applications reveal difficulties in learning classifiers...

0 Zhining Liu, et al. ∙

∙ 06/24/2019

LMVP: Video Predictor with Leaked Motion Information

We propose a Leaked Motion Video Predictor (LMVP) to predict future fram...

1 Dong Wang, et al. ∙

∙ 04/16/2019

Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction

Most existing event extraction (EE) methods merely extract event argumen...

0 Shun Zheng, et al. ∙

∙ 05/27/2018

BRITS: Bidirectional Recurrent Imputation for Time Series

Time series are widely used as signals in many classification/regression...

0 Wei Cao, et al. ∙

∙ 03/04/2018

Could Interaction with Social Robots Facilitate Joint Attention of Children with Autism Spectrum Disorder?

This research addressed whether interactions with social robots could fa...

0 Wei Cao, et al. ∙

∙ 05/24/2013

Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models

This paper proposes a generative model, the latent Dirichlet hidden Mark...

0 Yin Song, et al. ∙

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