Concepedia

Mengdi Zhang

MZ

11

Publications

974

Citations

10

H-Index

2016

Active since

Affiliations

Group Sense (China)(Current)

Singapore Management University

Stanford University

Hong Kong Polytechnic University

Tsinghua University

Mengdi Zhang is an author at Group Sense (China) specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningGraph TheoryDeep LearningNatural Language ProcessingArtsReflectionText MiningImage Analysis

Publications per year

2016–2024

11

Publications

11

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

Hongwei Wang, Fuzheng Zhang, Mengdi Zhang et al. · 2019 · 619 citations

Engineering, Machine Learning, Graph Processing +17

Polarized Reflection Removal With Perfect Alignment in the Wild

Chenyang Lei, Xuhua Huang, Mengdi Zhang et al. · 2020 · 113 citations

Deblurring, Image Analysis, Engineering +14

Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis

Kai Zhang, Kun Zhang, Mengdi Zhang et al. · Findings of the Association for Computational Linguistics: ACL 2022 · 2022 · 60 citations · Full text

Mask and Reason

Xiao Liu, Shiyu Zhao, Kai Su et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 37 citations · Full text

Intent-aware Recommendation via Disentangled Graph Contrastive Learning

Yu‐Ling Wang, Xiao Wang, Xiangzhou Huang et al. · 2023 · 31 citations · Full text

Natural Language Processing, Graph Neural Network, Engineering +11

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