Yonghong Tian, Professor, IEEE Fellow

Yonghong Tian, Professor, IEEE Fellow

Peking University

H-index: 55

Asia-China

About Yonghong Tian, Professor, IEEE Fellow

Yonghong Tian, Professor, IEEE Fellow, With an exceptional h-index of 55 and a recent h-index of 50 (since 2020), a distinguished researcher at Peking University, specializes in the field of Machine Learning, Neuromorphic Computing, Multimedia Big Data.

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

Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition

Towards anchoring evolutionary fitness for protein stability with virtual chemical environment recovery

Parsing Objects at a Finer Granularity: A Survey

Parallel spiking neurons with high efficiency and ability to learn long-term dependencies

Long-term Frame-Event Visual Tracking: Benchmark Dataset and Baseline

Uncovering the Over-Smoothing Challenge in Image Super-Resolution: Entropy-Based Quantification and Contrastive Optimization

Universal Object Detection with Large Vision Model

SGLFormer: Spiking Global-Local-Fusion Transformer with High Performance

Yonghong Tian, Professor, IEEE Fellow Information

University

Position

Professor of School of EE & CS

Citations(all)

13369

Citations(since 2020)

10557

Cited By

5201

hIndex(all)

55

hIndex(since 2020)

50

i10Index(all)

182

i10Index(since 2020)

140

Email

University Profile Page

Peking University

Google Scholar

View Google Scholar Profile

Yonghong Tian, Professor, IEEE Fellow Skills & Research Interests

Machine Learning

Neuromorphic Computing

Multimedia Big Data

Top articles of Yonghong Tian, Professor, IEEE Fellow

Title

Journal

Author(s)

Publication Date

Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition

arXiv preprint arXiv:2404.17929

Xiao Wang

Qian Zhu

Jiandong Jin

Jun Zhu

Futian Wang

...

2024/4/27

Towards anchoring evolutionary fitness for protein stability with virtual chemical environment recovery

bioRxiv

Zhiwei Nie

Yiming Ma

Jie Chen

Yutian Liu

Zhihong Liu

...

2024

Parsing Objects at a Finer Granularity: A Survey

Yifan Zhao

Jia Li

Yonghong Tian

2024/1/12

Parallel spiking neurons with high efficiency and ability to learn long-term dependencies

Advances in Neural Information Processing Systems

Wei Fang

Zhaofei Yu

Zhaokun Zhou

Ding Chen

Yanqi Chen

...

2024/2/13

Long-term Frame-Event Visual Tracking: Benchmark Dataset and Baseline

arXiv preprint arXiv:2403.05839

Xiao Wang

Ju Huang

Shiao Wang

Chuanming Tang

Bo Jiang

...

2024/3/9

Uncovering the Over-Smoothing Challenge in Image Super-Resolution: Entropy-Based Quantification and Contrastive Optimization

IEEE Transactions on Pattern Analysis and Machine Intelligence

Tianshuo Xu

Lijiang Li

Peng Mi

Xiawu Zheng

Fei Chao

...

2024/3/19

Universal Object Detection with Large Vision Model

International Journal of Computer Vision

Feng Lin

Wenze Hu

Yaowei Wang

Yonghong Tian

Guangming Lu

...

2024/4

SGLFormer: Spiking Global-Local-Fusion Transformer with High Performance

Frontiers in Neuroscience

Han Zhang

Chenlin Zhou

Liutao Yu

Liwei Huang

Zhengyu Ma

...

2024

Multiple sequence alignment-based RNA language model and its application to structural inference

Nucleic Acids Research

Yikun Zhang

Mei Lang

Jiuhong Jiang

Zhiqiang Gao

Fan Xu

...

2024/1/11

Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning

Advances in Neural Information Processing Systems

Yangru Huang

Peixi Peng

Yifan Zhao

Haoran Xu

Mengyue Geng

...

2024/2/13

Noisy Spiking Actor Network for Exploration

arXiv preprint arXiv:2403.04162

Ding Chen

Peixi Peng

Tiejun Huang

Yonghong Tian

2024/3/7

Event-based Monocular Depth Estimation with Recurrent Transformers

IEEE Transactions on Circuits and Systems for Video Technology

Xu Liu

Jianing Li

jinqiao Shi

Xiaopeng Fan

Yonghong Tian

...

2024

MTLight: Efficient multi-task reinforcement learning for traffic signal control

arXiv preprint arXiv:2404.00886

Liwen Zhu

Peixi Peng

Zongqing Lu

Yonghong Tian

2024/4/1

Hunting for peptide binders of specific targets with data-centric generative language models

bioRxiv

Zhiwei Nie

Daixi Li

Jie Chen

Fan Xu

Yutian Liu

...

2023/12/30

Deep peak property learning for efficient chiral molecules ECD spectra prediction

arXiv preprint arXiv:2401.03403

Hao Li

Da Long

Li Yuan

Yonghong Tian

Xinchang Wang

...

2024/1/7

Spike-driven transformer

Advances in Neural Information Processing Systems

Man Yao

Jiakui Hu

Zhaokun Zhou

Li Yuan

Yonghong Tian

...

2024/2/13

Optimal ANN-SNN Conversion with Group Neurons

arXiv preprint arXiv:2402.19061

Liuzhenghao Lv

Wei Fang

Li Yuan

Yonghong Tian

2024/2/29

Interpretable antibody-antigen interaction prediction by introducing route and priors guidance

bioRxiv

Yutian Liu

Zhiwei Nie

Jie Chen

Xinhao Zheng

Jie Fu

...

2024/3/13

QKFormer: Hierarchical Spiking Transformer using QK Attention

arXiv preprint arXiv:2403.16552

Chenlin Zhou

Han Zhang

Zhaokun Zhou

Liutao Yu

Liwei Huang

...

2024/3/25

CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras

arXiv preprint arXiv:2401.02826

Yabin Zhu

Xiao Wang

Chenglong Li

Bo Jiang

Lin Zhu

...

2024/1/5

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