Peng Cui

Peng Cui

Tsinghua University

H-index: 61

Asia-China

About Peng Cui

Peng Cui, With an exceptional h-index of 61 and a recent h-index of 55 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of data mining, machine learning, multimedia.

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

PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators

On the need for a language describing distribution shifts: Illustrations on tabular datasets

On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Debiased collaborative filtering with kernel-based causal balancing

Enhancing Distributional Stability among Sub-populations

Emergence and causality in complex systems: A survey of causal emergence and related quantitative studies

Stability Evaluation via Distributional Perturbation Analysis

Group-based social diffusion in recommendation

Peng Cui Information

University

Position

Department of Computer Science

Citations(all)

21072

Citations(since 2020)

18013

Cited By

8569

hIndex(all)

61

hIndex(since 2020)

55

i10Index(all)

156

i10Index(since 2020)

135

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Peng Cui Skills & Research Interests

data mining

machine learning

multimedia

Top articles of Peng Cui

Title

Journal

Author(s)

Publication Date

PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators

arXiv preprint arXiv:2403.15524

Renzhe Xu

Haotian Wang

Xingxuan Zhang

Bo Li

Peng Cui

2024/3/22

On the need for a language describing distribution shifts: Illustrations on tabular datasets

Advances in Neural Information Processing Systems

Jiashuo Liu

Tianyu Wang

Peng Cui

Hongseok Namkoong

2024/2/13

On the Out-Of-Distribution Generalization of Multimodal Large Language Models

arXiv preprint arXiv:2402.06599

Xingxuan Zhang

Jiansheng Li

Wenjing Chu

Junjia Hai

Renzhe Xu

...

2024/2/9

Debiased collaborative filtering with kernel-based causal balancing

arXiv preprint arXiv:2404.19596

Haoxuan Li

Chunyuan Zheng

Yanghao Xiao

Peng Wu

Zhi Geng

...

2024/4/30

Enhancing Distributional Stability among Sub-populations

Jiashuo Liu

Jiayun Wu

Jie Peng

Xiaoyu Wu

Yang Zheng

...

2024/4/18

Emergence and causality in complex systems: A survey of causal emergence and related quantitative studies

Bing Yuan

Jiang Zhang

Aobo Lyu

Jiayun Wu

Zhipeng Wang

...

2024/1/24

Stability Evaluation via Distributional Perturbation Analysis

Jose Blanchet

Peng Cui

Jiajin Li

Jiashuo Liu

2024/4/18

Group-based social diffusion in recommendation

World Wide Web

Xumin Chen

Ruobing Xie

Zhijie Qiu

Peng Cui

Ziwei Zhang

...

2023/7

Who should be given incentives? counterfactual optimal treatment regimes learning for recommendation

Haoxuan Li

Chunyuan Zheng

Peng Wu

Kun Kuang

Yue Liu

...

2023/8/6

Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications

Biomedical microdevices

Leonardo Ricotti

Arianna Menciassi

Keisuke Morishima

2012/12

Model agnostic sample reweighting for out-of-distribution learning

Xiao Zhou

Yong Lin

Renjie Pi

Weizhong Zhang

Renzhe Xu

...

2022/6/28

Offline Policy Evaluation in Large Action Spaces via Outcome-Oriented Action Grouping

Jie Peng

Hao Zou

Jiashuo Liu

Shaoming Li

Yibao Jiang

...

2023/4/30

Covariate-shift generalization via random sample weighting

Proceedings of the AAAI Conference on Artificial Intelligence

Yue He

Xinwei Shen

Renzhe Xu

Tong Zhang

Yong Jiang

...

2023/6/26

Preface: The 2023 ACM SIGKDD Workshop on Causal Discovery, Prediction and Decision

Thuc Le

Jiuyong Li

Robert Ness

Sofia Triantafillou

Shohei Shimizu

...

2023/7/25

Feasible Algorithmic Recourse Without Explicit Structure Prior

Haotian Wang

Hao Zou

Xueguang Zhou

Mingyang Geng

Shangwen Wang

...

2023/10/13

Flatness-Aware Minimization for Domain Generalization

Xingxuan Zhang

Renzhe Xu

Han Yu

Yancheng Dong

Pengfei Tian

...

2023

Tutorials at The Web Conference 2023

Valeria Fionda

Olaf Hartig

Reyhaneh Abdolazimi

Sihem Amer-Yahia

Hongzhi Chen

...

2023/4/30

Stable Learning via Sparse Variable Independence

Proceedings of the AAAI Conference on Artificial Intelligence

Han Yu

Peng Cui

Yue He

Zheyan Shen

Yong Lin

...

2023/6/26

Propensity matters: Measuring and enhancing balancing for recommendation

Haoxuan Li

Yanghao Xiao

Chunyuan Zheng

Peng Wu

Peng Cui

2023/7/3

Generalizing graph neural networks on out-of-distribution graphs

IEEE Transactions on Pattern Analysis and Machine Intelligence

Shaohua Fan

Xiao Wang

Chuan Shi

Peng Cui

Bai Wang

2023/10/2

See List of Professors in Peng Cui University(Tsinghua University)