Leaderboards/Advanced Computing and Algorithms

Advanced Computing and Algorithms

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Zengqun Zhao
Nanjing University of Information Science and Technology
2
Zhenglai Li
Shenzhen Institutes of Advanced Technology
3
Yihua Cheng
University of Birmingham
4
Yunlong Lu
Beijing Jiaotong University
5
Dexian Wang
Southwest Jiaotong University
6
Xinhang Wan
National University of Defense Technology
7
Ling Zhou
Macau University of Science and Technology
8
Sheng Wan
Nanjing Agricultural University
9
Sirui Zhao
University of Science and Technology of China
10
Zhihao Wu
Harbin Institute of Technology

Rising Stars Papers

1
One-Step Multi-View Clustering With Diverse Representation
IEEE Transactions on Neural Networks and Learning Systems|2024
86 cit.
2
Fast Continual Multi-View Clustering With Incomplete Views
IEEE Transactions on Image Processing|2024
64 cit.
3
Graph Convolutional Network with elastic topology
Pattern Recognition|2024
27 cit.
4
What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation
Unknown Journal|2024
25 cit.
5
Co3O4 nanowire modified with carbon nanotubes to be used as improved asymmetric supercapacitor electrode
Surfaces and Interfaces|2024
22 cit.
6
An autoencoder-like deep NMF representation learning algorithm for clustering
Knowledge-Based Systems|2024
18 cit.
7
MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection With Patch-Level Annotations
IEEE Transactions on Geoscience and Remote Sensing|2024
17 cit.
8
DNSRF: Deep Network-based Semi-NMF Representation Framework
ACM Transactions on Intelligent Systems and Technology|2024
15 cit.
9
Contrastive Continual Multiview Clustering With Filtered Structural Fusion
IEEE Transactions on Neural Networks and Learning Systems|2024
15 cit.
10
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer
Unknown Journal|2025
13 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Xuelong Li
China Telecom (China)
2
H. Pal Thethi
Lovely Professional University
3
Xinchun Cui
Qingdao University
4
Shanmin Wang
Nanjing University of Aeronautics and Astronautics
5
Ben Fielding
Deakin University
6
Keyu Yan
Southeast University
7
Antony Viswasa rani
Amrita Vishwa Vidyapeetham
8
X. D. Zhang
Pennsylvania State University
9
Weiyang Kong
Sun Yat-sen University
10
S. Baskar
Karpagam Academy of Higher Education

Emerging Leaders Papers

1
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
2
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
3
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Proceedings of the AAAI Conference on Artificial Intelligence|2022
150 cit.
4
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
5
Smart building energy management and monitoring system based on artificial intelligence in smart city
Sustainable Energy Technologies and Assessments|2023
129 cit.
6
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.
7
Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting
Proceedings of the AAAI Conference on Artificial Intelligence|2024
87 cit.
8
Locating Multi-Sources in Social Networks With a Low Infection Rate
IEEE Transactions on Network Science and Engineering|2022
74 cit.
9
Selecting High-Quality Proposals for Weakly Supervised Object Detection With Bottom-Up Aggregated Attention and Phase-Aware Loss
IEEE Transactions on Image Processing|2022
73 cit.
10
QKSAN: A Quantum Kernel Self-Attention Network
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
65 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Yue Gao
Second Affiliated Hospital of Xi'an Jiaotong University
2
En Zhu
National University of Defense Technology
3
Feiping Nie
Northwestern Polytechnical University
4
Xuelong Li
Northwestern Polytechnical University
5
Zenglin Xu
Shanghai Academy of Social Sciences
6
Antonio Torralba
Citigroup
7
Yong Xu
Institute of Oceanology
8
Zhihan Lv
Xidian University
9
Andreas Bulling
Max Planck Society
10
Yudong Zhang
First Affiliated Hospital of Guangzhou Medical University

Current Senior Leaders Papers

1
Learning Deep Features for Discriminative Localization
Unknown Journal|2016
10.8k cit.
2
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision|2001
6.4k cit.
3
Places: A 10 Million Image Database for Scene Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence|2017
4k cit.
4
SUN database: Large-scale scene recognition from abbey to zoo
Unknown Journal|2010
3.2k cit.
5
Scene Parsing through ADE20K Dataset
Unknown Journal|2017
3.2k cit.
6
Computer vision and pattern recognition
International Journal of Computer Mathematics|2007
2.5k cit.
7
Unbiased look at dataset bias
Unknown Journal|2011
2.4k cit.
8
Learning to predict where humans look
Unknown Journal|2009
2k cit.
9
80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence|2008
2k cit.
10
Semantic Understanding of Scenes Through the ADE20K Dataset
International Journal of Computer Vision|2018
1.7k cit.

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