Xiaolin Hu

About Xiaolin Hu

Xiaolin Hu, With an exceptional h-index of 48 and a recent h-index of 44 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of artificial neural networks, computational neuroscience.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hednet: A hierarchical encoder-decoder network for 3d object detection in point clouds

Hiding from thermal imaging pedestrian detectors in the physical world

An audio-visual speech separation model inspired by cortico-thalamo-cortical circuits

On the privacy effect of data enhancement via the lens of memorization

SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection

NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning

Audio-visual speech separation in noisy environments with a lightweight iterative model

RTFS-Net: Recurrent time-frequency modelling for efficient audio-visual speech separation

Xiaolin Hu Information

University

Position

Associate Professor of Computer Science and Technology

Citations(all)

17202

Citations(since 2020)

15265

Cited By

6107

hIndex(all)

48

hIndex(since 2020)

44

i10Index(all)

98

i10Index(since 2020)

80

Email

University Profile Page

Google Scholar

Xiaolin Hu Skills & Research Interests

artificial neural networks

computational neuroscience

Top articles of Xiaolin Hu

Title

Journal

Author(s)

Publication Date

Hednet: A hierarchical encoder-decoder network for 3d object detection in point clouds

Advances in Neural Information Processing Systems

Gang Zhang

Chen Junnan

Guohuan Gao

Jianmin Li

Xiaolin Hu

2024/2/13

Hiding from thermal imaging pedestrian detectors in the physical world

Neurocomputing

Xiaopei Zhu

Xiao Li

Jianmin Li

Zheyao Wang

Xiaolin Hu

2024/1/7

An audio-visual speech separation model inspired by cortico-thalamo-cortical circuits

IEEE Transactions on Pattern Analysis and Machine Intelligence

Kai Li

Fenghua Xie

Hang Chen

Kexin Yuan

Xiaolin Hu

2024/4/2

On the privacy effect of data enhancement via the lens of memorization

IEEE Transactions on Information Forensics and Security

Xiao Li

Qiongxiu Li

Zhanhao Hu

Xiaolin Hu

2024

SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection

arXiv preprint arXiv:2403.05817

Gang Zhang

Junnan Chen

Guohuan Gao

Jianmin Li

Si Liu

...

2024/3/9

NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning

arXiv preprint arXiv:2301.13569

Jianfeng Wang

Xiaolin Hu

Thomas Lukasiewicz

2023/1/31

Audio-visual speech separation in noisy environments with a lightweight iterative model

Héctor Martel

Julius Richter

Kai Li

Xiaolin Hu

Timo Gerkmann

2023/8

RTFS-Net: Recurrent time-frequency modelling for efficient audio-visual speech separation

arXiv preprint arXiv:2309.17189

Samuel Pegg

Kai Li

Xiaolin Hu

2023/9/29

Language-Driven Anchors for Zero-Shot Adversarial Robustness

arXiv preprint arXiv:2301.13096

Xiao Li

Wei Zhang

Yining Liu

Zhanhao Hu

Bo Zhang

...

2023/1/30

On the Importance of Backbone to the Adversarial Robustness of Object Detectors

arXiv preprint arXiv:2305.17438

Xiao Li

Hang Chen

Xiaolin Hu

2023/5/27

A Memristors‐Based Dendritic Neuron for High‐Efficiency Spatial‐Temporal Information Processing

Advanced Materials

Xinyi Li

Yanan Zhong

Hang Chen

Jianshi Tang

Xiaojian Zheng

...

2023/9/14

Recognizing object by components with human prior knowledge enhances adversarial robustness of deep neural networks

IEEE Transactions on Pattern Analysis and Machine Intelligence

Xiao Li*

Ziqi Wang*

Bo Zhang

Fuchun Sun

Xiaolin Hu

2023/1/18

Extracting semantic knowledge from gans with unsupervised learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jianjin Xu

Zhaoxiang Zhang

Xiaolin Hu

2023/3/27

TDFNet: An Efficient Audio-Visual Speech Separation Model with Top-down Fusion

Samuel Pegg

Kai Li

Xiaolin Hu

2023/12/8

Focal Distillation From High-Resolution Data to Low-Resolution Data for 3D Object Detection

IEEE Transactions on Intelligent Transportation Systems

Jiawei Shan

Gang Zhang

Chufeng Tang

Hujie Pan

Qiankun Yu

...

2023/8/25

Mixpgd: Hybrid adversarial training for speech recognition systems

arXiv preprint arXiv:2303.05758

Aminul Huq

Weiyi Zhang

Xiaolin Hu

2023/3/10

Physically realizable natural-looking clothing textures evade person detectors via 3d modeling

Zhanhao Hu

Wenda Chu

Xiaopei Zhu

Hui Zhang

Bo Zhang

...

2023

Hiding from infrared detectors in real world with adversarial clothes

Applied Intelligence

Xiaopei Zhu

Zhanhao Hu

Siyuan Huang

Jianmin Li

Xiaolin Hu

...

2023/12

SCANet: A Self-and Cross-Attention Network for Audio-Visual Speech Separation

arXiv preprint arXiv:2308.08143

Kai Li

Runxuan Yang

Xiaolin Hu

2023/8/16

Visual recognition by request

Chufeng Tang

Lingxi Xie

Xiaopeng Zhang

Xiaolin Hu

Qi Tian

2023

See List of Professors in Xiaolin Hu University(Tsinghua University)

Co-Authors

academic-engine