Xiao, Zhiping
- Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
2025/02/16 by Jingyang Yuan, Huazuo Gao, Yuan, Jingyang +28 · 19 voices · 186 citations
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #cs.AI #cs.CL #cs.LG
- Large Language Model Agent: A Survey on Methodology, Applications and Challenges
2025/03/27 by Junyu Luo, Weizhi Zhang, Luo, Junyu +47 · 81 citations
Computer Science · #Topic Modeling
- A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
2024/03/07 by Wei Ju, Ju, Wei, Siyu Yi +23 · 15 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Towards Graph Contrastive Learning: A Survey and Beyond
2024/05/20 by Wei Ju, Ju, Wei, Yifan Wang +23 · 11 citations
Computer Science · #Advanced Graph Neural Networks
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
2024/12/19 by Junyu Luo, Luo, Junyu, Xiao Luo +9 · 10 citations
Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
- Graph Neural Networks in Intelligent Transportation Systems: Advances, Applications and Trends
2024/01/01 by Hourun Li, Yusheng Zhao, Li, Hourun +17 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
2025/05/30 by Junyu Luo, Luo, Junyu, Zhizhuo Kou +23 · 13 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods
- A Survey of Data-Efficient Graph Learning
2024/02/01 by Wei Ju, Ju, Wei, Siyu Yi +11 · 4 citations
Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- Hypergraph-enhanced Dual Semi-supervised Graph Classification
2024/05/08 by Wei Ju, Ju, Wei, Zhengyang Mao +15 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Embracing Large Language Models in Traffic Flow Forecasting
2024/12/15 by Zhao, Yusheng, Luo, Xiao, Wen, Haomin +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
2024/12/07 by Kangjie Zheng, Zheng, Kangjie, Junwei Yang +12 · 2 citations
Computer Science · #Biomolecules (q-bio.BM) #Edcuational Technology Systems #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cluster-guided Contrastive Class-imbalanced Graph Classification
2024/12/17 by Wei Ju, Ju, Wei, Zhengyang Mao +15 · 3 citations
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering
2024/01/23 by Yifang Qin, Wei Ju, Qin, Yifang +7 · 1 citation
Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Knowledge Management and Sharing #Recommender Systems and Techniques
- FMC: Formalization of Natural Language Mathematical Competition Problems
2025/07/15 by Jiaxuan Xie, Xie, Jiaxuan, Chengwu Liu +9 · 3 citations
Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- PGODE: Towards High-quality System Dynamics Modeling
2023/11/11 by Xiao Luo, Yiyang Gu, Luo, Xiao +13 · 1 citation
Neuroscience · Psychology · #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics
- Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
2025/07/10 by Luo, Junyu, Tang, Yuhao, Fu, Yiwei +6 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models
2025/01/23 by Kangjie Zheng, Zheng, Kangjie, Junwei Yang +12 · 1 citation
Computer Science · #Natural Language Processing Techniques
- DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation
2024/12/19 by Hourun Li, Yifan Wang, Li, Hourun +11 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
- A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
2025/10/29 by Luo, Junyu, Wu, Bohan, Luo, Xiao +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences