Cen, Yukuo
- GraphMAE: Self-Supervised Masked Graph Autoencoders
2022/05/22 by Zhenyu Hou, Xiao Liu, Hou, Zhenyu +11 · 46 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Controllable Multi-Interest Framework for Recommendation
2020/05/19 by Yukuo Cen, Cen, Yukuo, Jianwei Zhang +9 · 24 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
- Towards Knowledge-Based Recommender Dialog System
2019/08/15 by Chen, Qibin, Lin, Junyang, Zhang, Yichang +4 · 12 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
2023/04/10 by Zhenyu Hou, Yufei He, Hou, Zhenyu +11 · 15 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning
2021/11/08 by Zheng, Qinkai, Zou, Xu, Dong, Yuxiao +5 · 5 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering
2024/10/23 by Qi Zhao, Ruobing Wang, Zhao, Qingfei +10 · 10 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Does Negative Sampling Matter? A Review with Insights into its Theory and Applications
2024/02/27 by Yang, Zhen, Ding, Ming, Huang, Tinglin +5 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- GACT: Activation Compressed Training for Generic Network Architectures
2022/06/22 by Liu, Xiaoxuan, Zheng, Lianmin, Wang, Dequan +9 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment
2024/06/05 by Zhenyu Hou, Hou, Zhenyu, Haozhan Li +7 · 2 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Brain Tumor Detection and Classification
- CogDL: A Comprehensive Library for Graph Deep Learning
2021/03/01 by Yukuo Cen, Zhenyu Hou, Cen, Yukuo +33 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
- Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-training
2024/07/04 by Yufei He, He, Yufei, Zhenyu Hou +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Data Classification