Xue (Steve) Liu

Xue (Steve) Liu

McGill University

H-index: 65

North America-Canada

About Xue (Steve) Liu

Xue (Steve) Liu, With an exceptional h-index of 65 and a recent h-index of 44 (since 2020), a distinguished researcher at McGill University,

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

Result Diversification in Search and Recommendation: A Survey

Importance-aware co-teaching for offline model-based optimization

Variational Nested Dropout

Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation

Understanding NFT Price Moves through Tweets Keywords Analysis

Feature representation learning for click-through rate prediction: A review and new perspectives

Structure-aware protein self-supervised learning

Unveiling social aggregation in the Decentraland metaverse platform

Xue (Steve) Liu Information

University

Position

FIEEE; ACM DM; Professor & William Dawson Scholar .; VP R&D Chief Scientist Samsung AI

Citations(all)

22334

Citations(since 2020)

9398

Cited By

26903

hIndex(all)

65

hIndex(since 2020)

44

i10Index(all)

382

i10Index(since 2020)

190

Email

University Profile Page

McGill University

Google Scholar

View Google Scholar Profile

Top articles of Xue (Steve) Liu

Title

Journal

Author(s)

Publication Date

Result Diversification in Search and Recommendation: A Survey

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024

Haolun Wu

Yansen Zhang

Chen Ma

Fuyuan Lyu

Bowei He

...

2024

Importance-aware co-teaching for offline model-based optimization

Advances in Neural Information Processing Systems

Ye Yuan

Can Sam Chen

Zixuan Liu

Willie Neiswanger

Xue Steve Liu

2024/2/13

Variational Nested Dropout

IEEE Transactions on Pattern Analysis and Machine Intelligence

Yufei Cui

Yu Mao

Ziquan Liu

Qiao Li

Antoni B Chan

...

2023/2/20

Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation

Haolun Wu

Yingxue Zhang

Chen Ma

Wei Guo

Ruiming Tang

...

2023/4/3

Understanding NFT Price Moves through Tweets Keywords Analysis

Junliang Luo

Yongzheng Jia

Xue Liu

2023/9/6

Feature representation learning for click-through rate prediction: A review and new perspectives

Fuyuan Lyu

Xing Tang

Dugang Liu

Haolun Wu

Chen Ma

...

2023/2/4

Structure-aware protein self-supervised learning

Bioinformatics

Can Chen

Jingbo Zhou

Fan Wang

Xue Liu

Dejing Dou

2023/4/1

Unveiling social aggregation in the Decentraland metaverse platform

Junliang Luo

Simone Casale-Brunet

Barbara Guidi

Marco Mattavelli

Xue Liu

2023/9/6

Dynamic consolidation for continual learning

Neural Computation

Hang Li

Chen Ma

Xi Chen

Xue Liu

2023/1/20

ArguteDUB: deep learning based distributed uplink beamforming in 6G-based IoV

IEEE Transactions on Mobile Computing

Xingrui Yi

Jianqiang Li

Yutong Liu

Linghe Kong

Ying Shao

...

2023/3/28

Bidirectional learning for offline model-based biological sequence design

Can Chen

Yingxue Zhang

Xue Liu

Mark Coates

2023/7/3

Cyber-Physical Systems

ACM Transactions on

H Mousavi

A Ebnenasir

E Mahmoudzadeh

X Fan

Q Wang

...

2023

Learning multi-objective curricula for robotic policy learning

Jikun Kang

Miao Liu

Abhinav Gupta

Chris Pal

Xue Liu

...

2022/9/6

Think before you act: Decision transformers with internal working memory

arXiv preprint arXiv:2305.16338

Jikun Kang

Romain Laroche

Xindi Yuan

Adam Trischler

Xue Liu

...

2023/5/24

Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation

arXiv preprint arXiv:2312.15112

Chengming Hu

Haolun Wu

Xuan Li

Chen Ma

Xi Chen

...

2023/12/22

Ternary Quantization: A Survey

arXiv preprint arXiv:2303.01505

Dan Liu

Xue Liu

2023/3/2

VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System

Proceedings of the VLDB Endowment

Sijing Duan

Feng Lyu

Xin Zhu

Yi Ding

Haotian Wang

...

2023/10/1

Towards Improved Illicit Node Detection with Positive-Unlabelled Learning

Junliang Luo

Farimah Poursafaei

Xue Liu

2023/5/1

Rethinking the Interactivity of OS and Device Layers in Memory Management

ACM Transactions on Embedded Computing Systems (TECS)

Tse-Yuan Wang

Chun-Feng Wu

Che-Wei Tsao

Yuan-Hao Chang

Tei-Wei Kuo

...

2022/8/23

Symmetric contrastive loss for out-of-distribution skin lesion detection

Xuan Li

Christian Desrosiers

Xue Liu

2022/3/28

See List of Professors in Xue (Steve) Liu University(McGill University)

Co-Authors

H-index: 97
Tarek Abdelzaher

Tarek Abdelzaher

University of Illinois at Urbana-Champaign

H-index: 76
Jie Liu

Jie Liu

Harbin Institute of Technology

H-index: 69
Marija D. Ilić

Marija D. Ilić

Carnegie Mellon University

H-index: 57
Joseph Hellerstein

Joseph Hellerstein

University of Washington

H-index: 37
Rui Tan

Rui Tan

Nanyang Technological University

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