Bu, Jiajun
- Hierarchical Graph Pooling with Structure Learning
2019/11/14 by Zhen Zhang, Zhang, Zhen, Jiajun Bu +11 · 17 citations
Computer Science · #Advanced Graph Neural Networks #Data Mining Algorithms and Applications #Data Management and Algorithms
- A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
2022/06/15 by Sheng Zhou, Hongjia Xu, Zhou, Sheng +17 · 9 citations
Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis
- NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise
2024/06/06 by Wang, Zhonghao, Sun, Danyu, Zhou, Sheng +4 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
2025/01/03 by Wei Zhang, Zhang, Weizhi, Yuanchen Bei +32 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Rethinking Propagation for Unsupervised Graph Domain Adaptation
2024/02/08 by Liu, Meihan, Fang, Zeyu, Zhang, Zhen +4 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Distilling Holistic Knowledge with Graph Neural Networks
2021/08/12 by Zhou, Sheng, Wang, Yucheng, Chen, Defang +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Graph Neural Architecture Search with GPT-4
2023/09/30 by Haishuai Wang, Yang Gao, Wang, Haishuai +8 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Algorithms
- Deep Style Match for Complementary Recommendation
2017/08/26 by Kui Zhao, Zhao, Kui, Hu Xia +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data
2024/07/17 by Yufan Shen, Shen, Yufan, Chuwei Luo +13 · 3 citations
Decision Sciences · Computer Science · #Data Quality and Management #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
- Cross-modal Image Retrieval with Deep Mutual Information Maximization
2021/03/10 by Gu, Chunbin, Bu, Jiajun, Zhou, Xixi +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation
2021/07/14 by Ning Ma, Ma, Ning, Jiajun Bu +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- MP-GUI: Modality Perception with MLLMs for GUI Understanding
2025/03/18 by Wang, Ziwei, Chen, Weizhi, Yang, Leyang +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback
2025/07/28 by Chen, Yang, Shen, Yufan, Huang, Wenxuan +7 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics
2023/03/28 by Chengxi Li, Kai Fan, Li, Chengxi +9 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- LORE: Logical Location Regression Network for Table Structure Recognition
2023/03/07 by Xing, Hangdi, Gao, Feiyu, Long, Rujiao +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks
2023/07/06 by Yuanchen Bei, Bei, Yuanchen, Hao Xu +12 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities
2025/06/22 by Bei, Yuanchen, Zhang, Weizhi, Wang, Siwen +10 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis
2023/10/22 by Ke Liu, Feng Liu, Liu, Ke +9 · 1 citation
Computer Science · #Medical Image Segmentation Techniques #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
- Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection
2023/12/09 by Yuanchen Bei, Bei, Yuanchen, Sheng Zhou +11 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness-Generalization Perspective
2024/12/13 by Gu, Ming, Zheng, Zhuonan, Zhou, Sheng +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Revisiting the Message Passing in Heterophilous Graph Neural Networks
2024/05/28 by Zhuonan Zheng, Zheng, Zhuonan, Yuanchen Bei +15 · 1 citation
Computer Science · Engineering · #Neural Networks and Applications #Advanced Graph Neural Networks #Advanced Memory and Neural Computing
- Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
2024/07/09 by Meihan Liu, Zhen Zhang, Liu, Meihan +9 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Online Learning and Analytics
- FocusedAD: Character-centric Movie Audio Description
2025/04/16 by Xiaojun Ye, Chun Wang, Ye, Xiaojun +7 · 2 citations
Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Video Analysis and Summarization
- MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance
2025/01/05 by Guo, Jialong, liu, Ke, Yao, Jiangchao +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- WebRPG: Automatic Web Rendering Parameters Generation for Visual Presentation
2024/07/22 by Shao, Zirui, Gao, Feiyu, Xing, Hangdi +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Attention Beats Linear for Fast Implicit Neural Representation Generation
2024/07/22 by Zhang, Shuyi, Liu, Ke, Gu, Jingjun +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection
2024/11/18 by Li, Mengxuan, Liu, Ke, Chen, Hongyang +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Homophily-enhanced Structure Learning for Graph Clustering
2023/08/10 by Ming Gu, Gaoming Yang, Gu, Ming +13 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
- ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data
2025/05/16 by Mengxuan Li, Li, Mengxuan, Ke Liu +9 · 2 citations
Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Generative Adversarial Networks and Image Synthesis
- FGP: Feature-Gradient-Prune for Efficient Convolutional Layer Pruning
2024/11/19 by Lv, Qingsong, Sun, Jiasheng, Zhou, Sheng +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences