Zhiwei Liu

Zhiwei Liu

University of Illinois at Chicago

H-index: 19

North America-United States

About Zhiwei Liu

Zhiwei Liu, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Illinois at Chicago, specializes in the field of Data Mining, Recommender System, Graph Mining.

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

Systems and methods for universal item learning in item recommendation

Unified Pretraining for Recommendation via Task Hypergraphs

Semi-Supervised Clustering via Structural Entropy with Different Constraints

SYSTEMS AND METHODS FOR SELF-GUIDED SEQUENCE SELECTION AND EXTRAPOLATION

Towards more robust and accurate sequential recommendation with cascade-guided adversarial training

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Conditional denoising diffusion for sequential recommendation

Zhiwei Liu Information

University

Position

___

Citations(all)

1755

Citations(since 2020)

1751

Cited By

50

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

29

i10Index(since 2020)

29

Email

University Profile Page

University of Illinois at Chicago

Google Scholar

View Google Scholar Profile

Zhiwei Liu Skills & Research Interests

Data Mining

Recommender System

Graph Mining

Top articles of Zhiwei Liu

Title

Journal

Author(s)

Publication Date

Systems and methods for universal item learning in item recommendation

2024/2/8

Unified Pretraining for Recommendation via Task Hypergraphs

ACM International Conference on Web Search and Data Mining

Mingdai Yang

Zhiwei Liu

Liangwei Yang

Xiaolong Liu

Chen Wang

...

2024/3/10

Semi-Supervised Clustering via Structural Entropy with Different Constraints

Proceedings of the 2024 SIAM International Conference on Data Mining (SDM)

Guangjie Zeng

Hao Peng

Angsheng Li

Zhiwei Liu

Runze Yang

...

2024/4/18

SYSTEMS AND METHODS FOR SELF-GUIDED SEQUENCE SELECTION AND EXTRAPOLATION

2024/2/29

Towards more robust and accurate sequential recommendation with cascade-guided adversarial training

arXiv preprint arXiv:2304.05492

Juntao Tan

Shelby Heinecke

Zhiwei Liu

Yongjun Chen

Yongfeng Zhang

...

2023/4/11

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

arXiv preprint arXiv:2402.15506

Jianguo Zhang

Tian Lan

Rithesh Murthy

Zhiwei Liu

Weiran Yao

...

2024/2/23

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

arXiv preprint arXiv:2402.15538

Zhiwei Liu

Weiran Yao

Jianguo Zhang

Liangwei Yang

Zuxin Liu

...

2024/2/23

Conditional denoising diffusion for sequential recommendation

Yu Wang

Zhiwei Liu

Liangwei Yang

Philip S Yu

2024/4/25

Systems and methods for sequential recommendation with cascade-guided adversarial training

2024/2/22

Knowledge Graph Context-Enhanced Diversified Recommendation

ACM International Conference on Web Search and Data Mining

Xiaolong Liu

Liangwei Yang

Zhiwei Liu

Mingdai Yang

Chen Wang

...

2024/3/10

Ranking-based group identification via factorized attention on social tripartite graph

ACM WSDM

Mingdai Yang

Zhiwei Liu

Liangwei Yang

Xiaolong Liu

Chen Wang

...

2023/2

Retroformer: Retrospective large language agents with policy gradient optimization

arXiv preprint arXiv:2308.02151

Weiran Yao

Shelby Heinecke

Juan Carlos Niebles

Zhiwei Liu

Yihao Feng

...

2023/8/4

Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection

IEEE Transactions on Knowledge and Data Engineering

Jiaqian Ren

Hao Peng

Lei Jiang

Zhiwei Liu

Jia Wu

...

2023/10/13

Multi-View Graph Convolution for Participant Recommendation

Xiaolong Liu

Liangwei Yang

Chen Wang

Mingdai Yang

Zhiwei Liu

...

2023/12/15

Dialogstudio: Towards richest and most diverse unified dataset collection for conversational ai

arXiv preprint arXiv:2307.10172

Jianguo Zhang

Kun Qian

Zhiwei Liu

Shelby Heinecke

Rui Meng

...

2023/7/19

Contextual Collaboration: Uniting Collaborative Filtering with Pre-trained Language Models

arXiv e-prints

Chen Wang

Liangwei Yang

Zhiwei Liu

Xiaolong Liu

Mingdai Yang

...

2023/10

Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs

IEEE ICDM

Guangjie Zeng

Hao Peng

Angsheng Li

Zhiwei Liu

Chunyang Liu

...

2023/9/5

Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing

arXiv preprint arXiv:2306.11986

Ziwei Fan

Zhiwei Liu

Hao Peng

Philip S Yu

2023/6/21

Multi-task item-attribute graph pre-training for strict cold-start item recommendation

ACM RecSys

Yuwei Cao

Liangwei Yang

Chen Wang

Zhiwei Liu

Hao Peng

...

2023/6/26

Group identification via transitional hypergraph convolution with cross-view self-supervised learning

ACM CIKM

Mingdai Yang

Zhiwei Liu

Liangwei Yang

Xiaolong Liu

Chen Wang

...

2023/8/16

See List of Professors in Zhiwei Liu University(University of Illinois at Chicago)

Co-Authors

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 105
Silvio Savarese

Silvio Savarese

Stanford University

H-index: 61
Julian McAuley

Julian McAuley

University of California, San Diego

H-index: 41
Hao Peng

Hao Peng

Beihang University

H-index: 38
Jiawei Zhang

Jiawei Zhang

Florida State University

H-index: 23
Huan Wang

Huan Wang

Yale University

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