Zhiwei Liu

基本信息

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职业迁徙

个人简介

Dr. Liu's research interests lie in large models, recommender systems and data mining. Specifically, those research works on graph neural networks, recommender systems, natural language understanding, etc.

研究兴趣

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Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation

Chen Wang,Ziwei Fan,Liangwei Yang,Mingdai Yang,Xiaolong Liu,Zhiwei Liu,Philip Yu

KDD 2024（2024）

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Instruction-based Hypergraph Pretraining

Mingdai Yang,Zhiwei Liu,Liangwei Yang,Xiaolong Liu,Chen Wang,Hao Peng,Philip S. Yu

PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATIO...（2024）

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Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents

Kexun Zhang,Weiran Yao, Zuxin Liu,Yihao Feng,Zhiwei Liu,Rithesh Murthy, Tian Lan, Lei Li, Renze Lou, Jiacheng Xu,Bo Pang,Yingbo Zhou,Shelby Heinecke,Silvio Savarese,Huan Wang,Caiming Xiong

CoRR (2024)

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APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Zuxin Liu, Thai Hoang,Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane,Juntao Tan,Weiran Yao,Zhiwei Liu,Yihao Feng,Rithesh Murthy,Liangwei Yang,Silvio Savarese,Juan Carlos Niebles,Huan Wang,Shelby Heinecke,Caiming Xiong

arxiv（2024）

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Uncertainty-guided Boundary Learning for Imbalanced Social Event Detection

Jiaqian Ren,Hao Peng,Lei Jiang,Zhiwei Liu,Jia Wu,Zhengtao Yu,Philip S. Yu

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGno. 6 (2024): 2701-2715

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Unified Pretraining for Recommendation Via Task Hypergraphs

Mingdai Yang,Zhiwei Liu,Liangwei Yang,Xiaolong Liu,Chen Wang,Hao Peng,Philip S. Yu

PROCEEDINGS OF THE 17TH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, WSDM 2024（2024）

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Conditional Denoising Diffusion for Sequential Recommendation

Yu Wang,Zhiwei Liu,Liangwei Yang,Philip S. Yu

ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PT V, PAKDD 2024 (2024): 156-169

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

Zhiwei Liu,Weiran Yao,Jianguo Zhang,Liangwei Yang,Zuxin Liu,Juntao Tan,Prafulla K. Choubey,Tian Lan,Jason Wu,Huan Wang,Shelby Heinecke,Caiming Xiong,Silvio Savarese

arXiv (Cornell University) (2024)

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MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases

Rithesh Murthy,Liangwei Yang,Juntao Tan, Tulika Manoj Awalgaonkar,Yilun Zhou,Shelby Heinecke, Sachin Desai,Jason Wu,Ran Xu,Sarah Tan,Jianguo Zhang,Zhiwei Liu, Shirley Kokane,Zuxin Liu, Ming Zhu,Huan Wang,Caiming Xiong,Silvio Savarese

CoRR (2024)

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Collaborative Alignment for Recommendation

Chen Wang,Liangwei Yang,Zhiwei Liu,Xiaolong Liu, Mingdai Yang, Yueqing Liang,Philip S. Yu

CIKM '24 Proceedings of the 33rd ACM International Conference on Information and Knowledge Managementpp.2315-2325, (2024)

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Research Scientist

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