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Research Collaboration Index

Subject Award · Physical Sciences & Engineering

Computer Science: the candidates

25 partnerships identified in computer science for a significant contribution to connected research, each anchored to a cited joint paper. 22 have a named lead author identified from the paper's own authorship record.

These are candidates, not winners. Each entry below was identified from the open scholarly record for a significant contribution to a research partnership. The full slate is undergoing complete review by our editorial team ahead of the awards. The Subject Awards are exclusive to partner universities.
πŸ‡ΈπŸ‡¬ Nanyang Technological University×πŸ‡ΈπŸ‡¬ National University of Singapore
Lead author under editorial review

Noisy intermediate-scale quantum algorithms

2022 · 1,680 citations · 495 joint works in field

Their most-cited joint work, on quantum computing algorithms and architecture, has been cited 1,680 times and anchors a 495-paper partnership in computer science.

πŸ‡ΈπŸ‡¬ National University of Singapore×πŸ‡ΈπŸ‡¬ Nanyang Technological University
★ Kishor Bharti · National University of Singapore

Noisy intermediate-scale quantum algorithms

2022 · 1,680 citations · 495 joint works in field

Their most-cited joint work, on quantum computing algorithms and architecture, has been cited 1,680 times and anchors a 495-paper partnership in computer science.

πŸ‡¬πŸ‡§ University of Oxford×πŸ‡¬πŸ‡§ University College London
★ Shuxiang Cao · University of Oxford

The Variational Quantum Eigensolver: A review of methods and best practices

2022 · 1,012 citations · 196 joint works in field

Their most-cited joint work, on quantum computing algorithms and architecture, has been cited 1,012 times and anchors a 196-paper partnership in computer science.

πŸ‡¬πŸ‡§ University College London×πŸ‡¬πŸ‡§ University of Oxford
★ Jules Tilly · University College London

The Variational Quantum Eigensolver: A review of methods and best practices

2022 · 1,012 citations · 196 joint works in field

Their most-cited joint work, on quantum computing algorithms and architecture, has been cited 1,012 times and anchors a 196-paper partnership in computer science.

πŸ‡­πŸ‡° University of Hong Kong×πŸ‡­πŸ‡° Hong Kong University of Science and Technology
★ Anjany Sekuboyina · University of Hong Kong

The Liver Tumor Segmentation Benchmark (LiTS)

2022 · 1,175 citations · 1,484 joint works in field

Their most-cited joint work, on advanced neural network applications, has been cited 1,175 times and anchors a 1,484-paper partnership in computer science.

πŸ‡¦πŸ‡Ί Monash University×πŸ‡¦πŸ‡Ί The University of Melbourne
★ Zachari Swiecki · Monash University

Assessment in the age of artificial intelligence

2022 · 343 citations · 242 joint works in field

Their most-cited joint work, on intelligent tutoring systems and adaptive learning, has been cited 343 times and anchors a 242-paper partnership in computer science.

πŸ‡ΊπŸ‡Έ University of California, Berkeley×πŸ‡¨πŸ‡³ Tsinghua University
Lead author under editorial review

Parameter-efficient fine-tuning of large-scale pre-trained language models

2023 · 936 citations · 967 joint works in field

Their most-cited joint work, on topic modeling, has been cited 936 times and anchors a 967-paper partnership in computer science.

πŸ‡ΈπŸ‡¦ King Saud University×πŸ‡ΈπŸ‡¦ Princess Nourah bint Abdulrahman University
★ Mohammad Aladfaj · King Saud University

Body-Worn Sensors for Recognizing Physical Sports Activities in Exergaming via Deep Learning Model

2023 · 100 citations · 260 joint works in field

Their most-cited joint work, on human pose and action recognition, has been cited 100 times and anchors a 260-paper partnership in computer science.

πŸ‡¬πŸ‡§ University of Cambridge×πŸ‡¬πŸ‡§ University of Oxford
★ Zakhar Shumaylov · University of Cambridge

AI models collapse when trained on recursively generated data

2024 · 610 citations · 151 joint works in field

Their most-cited joint work, on topic modeling, has been cited 610 times and anchors a 151-paper partnership in computer science.

πŸ‡¦πŸ‡Ί The University of Sydney×πŸ‡¦πŸ‡Ί UNSW Sydney
★ Zihuai Lin · The University of Sydney

Federated Learning for Smart Healthcare: A Survey

2022 · 745 citations · 258 joint works in field

Their most-cited joint work, on privacy-preserving technologies in data, has been cited 745 times and anchors a 258-paper partnership in computer science.

πŸ‡ΊπŸ‡Έ Harvard University×πŸ‡ΊπŸ‡Έ Center for Astrophysics Harvard & Smithsonian
Lead author under editorial review

Performance of NIRCam on JWST in Flight

2023 · 372 citations · 962 joint works in field

Their most-cited joint work, on target tracking and data fusion in sensor networks, has been cited 372 times and anchors a 962-paper partnership in computer science.

πŸ‡­πŸ‡° Hong Kong Polytechnic University×πŸ‡¨πŸ‡³ Shenzhen University
★ Pai Zheng · Hong Kong Polytechnic University

Towards resilience in Industry 5.0: A decentralized autonomous manufacturing paradigm

2023 · 245 citations · 267 joint works in field

Their most-cited joint work, on blockchain technology applications and security, has been cited 245 times and anchors a 267-paper partnership in computer science.

πŸ‡¨πŸ‡¦ University of Toronto×πŸ‡¨πŸ‡¦ University of Waterloo
★ Huan Ling · University of Toronto

Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

2023 · 589 citations · 162 joint works in field

Their most-cited joint work, on generative adversarial networks and image synthesis, has been cited 589 times and anchors a 162-paper partnership in computer science.

πŸ‡­πŸ‡° City University of Hong Kong×πŸ‡¨πŸ‡³ Harbin Institute of Technology
★ Cong Wang · City University of Hong Kong

Towards Public Verifiable and Forward-Privacy Encrypted Search by Using Blockchain

2022 · 260 citations · 241 joint works in field

Their most-cited joint work, on cryptography and data security, has been cited 260 times and anchors a 241-paper partnership in computer science.

πŸ‡ΊπŸ‡Έ Stanford University×πŸ‡ΊπŸ‡Έ University of California, Berkeley
★ Ying Sheng · Stanford University

Efficient Memory Management for Large Language Model Serving with PagedAttention

2023 · 1,159 citations · 211 joint works in field

Their most-cited joint work, on topic modeling, has been cited 1,159 times and anchors a 211-paper partnership in computer science.

πŸ‡¦πŸ‡Ί The University of Queensland×πŸ‡¦πŸ‡Ί Queensland University of Technology
★ Ying Wang · The University of Queensland

VarifocalNet: An IoU-aware Dense Object Detector

2021 · 1,048 citations · 301 joint works in field

Their most-cited joint work, on advanced neural network applications, has been cited 1,048 times and anchors a 301-paper partnership in computer science.

πŸ‡­πŸ‡° Chinese University of Hong Kong×πŸ‡¨πŸ‡³ Shenzhen University
★ Thomas K.F. Chiu · Chinese University of Hong Kong

Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education

2022 · 990 citations · 2,208 joint works in field

Their most-cited joint work, on ai in service interactions, has been cited 990 times and anchors a 2,208-paper partnership in computer science.

πŸ‡¨πŸ‡³ Shenzhen University×πŸ‡­πŸ‡° Chinese University of Hong Kong
★ Miaoting Cheng · Shenzhen University

Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education

2022 · 990 citations · 2,208 joint works in field

Their most-cited joint work, on ai in service interactions, has been cited 990 times and anchors a 2,208-paper partnership in computer science.

πŸ‡¦πŸ‡Ί UNSW Sydney×πŸ‡¦πŸ‡Ί University of Canberra
★ Nour Moustafa · UNSW Sydney

A new distributed architecture for evaluating AI-based security systems at the edge: Network TON_IoT datasets

2021 · 632 citations · 446 joint works in field

Their most-cited joint work, on network security and intrusion detection, has been cited 632 times and anchors a 446-paper partnership in computer science.

πŸ‡¨πŸ‡­ ETH Zurich×πŸ‡¨πŸ‡­ University of Zurich
★ Fernando Navarro · ETH Zurich

The Liver Tumor Segmentation Benchmark (LiTS)

2022 · 1,175 citations · 218 joint works in field

Their most-cited joint work, on advanced neural network applications, has been cited 1,175 times and anchors a 218-paper partnership in computer science.

πŸ‡¦πŸ‡Ί University of Technology Sydney×πŸ‡¦πŸ‡Ί UNSW Sydney
★ Xianzhi Wang · University of Technology Sydney

Deep reinforcement learning in recommender systems: A survey and new perspectives

2023 · 174 citations · 258 joint works in field

Their most-cited joint work, on reinforcement learning in robotics, has been cited 174 times and anchors a 258-paper partnership in computer science.

πŸ‡ΊπŸ‡Έ New York University×πŸ‡ΊπŸ‡Έ Columbia University
★ Yang Feng · New York University

Transfer Learning Under High-Dimensional Generalized Linear Models

2022 · 139 citations · 111 joint works in field

Their most-cited joint work, on domain adaptation and few-shot learning, has been cited 139 times and anchors a 111-paper partnership in computer science.

πŸ‡¬πŸ‡§ Imperial College London×πŸ‡¬πŸ‡§ University College London
★ DenΔ±z GΓΌndΓΌz · Imperial College London

Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications

2022 · 654 citations · 157 joint works in field

Their most-cited joint work, on computability, logic, ai algorithms, has been cited 654 times and anchors a 157-paper partnership in computer science.

πŸ‡©πŸ‡ͺ Technical University of Munich×πŸ‡©πŸ‡ͺ Ludwig-Maximilians-UniversitΓ€t MΓΌnchen
★ Jochen Hartmann · Technical University of Munich

Generative AI

2023 · 1,231 citations · 450 joint works in field

Their most-cited joint work, on ai in service interactions, has been cited 1,231 times and anchors a 450-paper partnership in computer science.

πŸ‡ΊπŸ‡Έ Massachusetts Institute of Technology×πŸ‡ΊπŸ‡Έ Harvard University
★ Tim Menke · Massachusetts Institute of Technology

Noisy intermediate-scale quantum algorithms

2022 · 1,680 citations · 459 joint works in field

Their most-cited joint work, on quantum computing algorithms and architecture, has been cited 1,680 times and anchors a 459-paper partnership in computer science.

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Partners verify their data, feature their academics, and are eligible for the Subject Awards. Candidacy is identified from open data; the award slate is decided by our editorial team.

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