vix.ing · top · new · best · stats · spec

Muhan Zhang

  1. TransMLA: Multi-Head Latent Attention Is All You Need
    2025/02/11 by Fanxu Meng, Meng, Fanxu, Pingzhi Tang +9 · 10 voices · 5 citations
    Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
  2. One for All: Towards Training One Graph Model for All Classification Tasks
    2023/09/29 by Hao Liu, Liu, Hao, Jiarui Feng +11 · 39 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  3. LooGLE: Can Long-Context Language Models Understand Long Contexts?
    2023/11/08 by Jiaqi Li, Mengmeng Wang, Li, Jiaqi +5 · 27 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  4. Nested Graph Neural Networks
    2021/10/25 by Muhan Zhang, Pan Li, Zhang, Muhan +1 · 1 voice · 5 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science #cs.LG
  5. Inductive Matrix Completion Based on Graph Neural Networks
    2019/04/26 by Muhan Zhang, Yixin Chen, Zhang, Muhan +1 · 8 citations
    Computer Science · #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 #Topic Modeling
  6. D-VAE: A Variational Autoencoder for Directed Acyclic Graphs
    2019/04/24 by Muhan Zhang, Shali Jiang, Zhang, Muhan +7 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning in Healthcare
  7. Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node\n Representation Learning
    2020/10/30 by Muhan Zhang, Zhang, Muhan, Pan Li +7 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling
  8. Neural Common Neighbor with Completion for Link Prediction
    2023/02/02 by Xiyuan Wang, Haotong Yang, Wang, Xiyuan +3 · 8 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Topic Modeling
  9. Number Cookbook: Number Understanding of Language Models and How to Improve It
    2024/11/06 by Haotong Yang, Yi Hu, Yang, Haotong +7 · 15 citations
    Mathematics · Psychology · Social Sciences · #Cognitive and developmental aspects of mathematical skills #Reading and Literacy Development #Education and Technology Integration
  10. CktGNN: Circuit Graph Neural Network for Electronic Design Automation
    2023/08/31 by Zehao Dong, Dong, Zehao, Weidong Cao +9 · 9 citations
    Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning in Materials Science #VLSI and FPGA Design Techniques
  11. How Powerful are K-hop Message Passing Graph Neural Networks
    2022/05/26 by Jiarui Feng, Feng, Jiarui, Yixin Chen +7 · 6 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Graph Theory and Algorithms
  12. Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners
    2023/05/24 by Xiaojuan Tang, Tang, Xiaojuan, Zilong Zheng +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. GOFA: A Generative One-For-All Model for Joint Graph Language Modeling
    2024/07/12 by Lecheng Kong, Kong, Lecheng, Jiarui Feng +11 · 9 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
  14. Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks
    2022/03/01 by Haorui Wang, Wang, Haorui, Haoteng Yin +5 · 5 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Graph Theory and Algorithms
  15. Chain of Images for Intuitively Reasoning
    2023/11/09 by Fanxu Meng, Meng, Fanxu, Haotong Yang +5 · 6 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  16. On the Stability of Expressive Positional Encodings for Graphs
    2023/10/04 by Yinan Huang, Huang, Yinan, William W. Lu +11 · 6 citations
    Computer Science · Engineering · Materials Science · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  17. Efficient Neural Common Neighbor for Temporal Graph Link Prediction
    2024/06/12 by Xiaohui Zhang, Yanbo Wang, Zhang, Xiaohui +5 · 6 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  18. An Empirical Study of Realized GNN Expressiveness
    2023/04/16 by Yanbo Wang, Wang, Yanbo, Muhan Zhang +1 · 4 citations
    Computer Science · Engineering · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning in Materials Science
  19. PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
    2025/04/22 by Shi Qiu, Qiu, Shi, Shaoyang Guo +98 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Online Learning and Analytics #Topic Modeling
  20. RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
    2025/01/20 by Haotian Xu, Xing Wu, Xu, Haotian +25 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. On the Completeness of Invariant Geometric Deep Learning Models
    2024/02/07 by Zian Li, Li, Zian, Xiyuan Wang +5 · 4 citations
    Earth and Planetary Sciences · Computer Science · #Geological Modeling and Analysis #Image Processing and 3D Reconstruction
  22. Is Distance Matrix Enough for Geometric Deep Learning?
    2023/02/11 by Zian Li, Xiyuan Wang, Li, Zian +5 · 3 citations
    Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Data Visualization and Analytics
  23. Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman
    2023/06/05 by Jiarui Feng, Feng, Jiarui, Lecheng Kong +11 · 3 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  24. Boosting the Cycle Counting Power of Graph Neural Networks with I2-GNNs
    2022/10/22 by Yinan Huang, Huang, Yinan, Xingang Peng +5 · 2 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Advanced Graph Neural Networks
  25. An Efficient Subgraph GNN with Provable Substructure Counting Power
    2023/03/19 by Zuoyu Yan, Yan, Zuoyu, Junru Zhou +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  26. Geometric Representation Condition Improves Equivariant Molecule Generation
    2024/10/04 by Zian Li, Li, Zian, Cai Cun Zhou +7 · 3 citations
    Pharmacology, Toxicology and Pharmaceutics · #Artificial Intelligence (cs.AI) #Chemical Reactions and Isotopes #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Mars: Situated Inductive Reasoning in an Open-World Environment
    2024/10/10 by Xiaojuan Tang, Jiaqi Li, Tang, Xiaojuan +9 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Semantic Web and Ontologies
  28. TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models
    2024/06/20 by Jiarui Feng, Hao Liu, Feng, Jiarui +8 · 2 citations
    Computer Science · #Advanced Graph Neural Networks
  29. BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
    2021/09/12 by Xiaoxiao Li, Yuan Zhou, Nicha Dvornek +8 · 1 citation
    Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies
  30. Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner
    2025/10/03 by Cai Zhou, Chenxiao Yang, Zhou, Cai +16 · 7 citations
    Computer Science · Social Sciences · #Topic Modeling #Language and cultural evolution #Generative Adversarial Networks and Image Synthesis
  31. PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs
    2022/03/19 by Zehao Dong, Muhan Zhang, Dong, Zehao +5 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
  32. From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
    2023/05/08 by Cai Zhou, Zhou, Cai, Xiyuan Wang +3 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
  33. LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning
    2024/12/18 by Yansheng Mao, Jiaqi Li, Mao, Yansheng +9 · 2 citations
    Engineering · #Robotics and Automated Systems
  34. LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning
    2025/02/20 by Yansheng Mao, Mao, Yansheng, Yufei Xu +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  35. Deep Graph Neural Networks with Shallow Subgraph Samplers
    2020/12/02 by Hanqing Zeng, Zeng, Hanqing, Muhan Zhang +15 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
  36. Reconsidering the Performance of GAE in Link Prediction
    2024/11/06 by Weiguo Ma, Yanbo Wang, Ma, Weishuo +5 · 1 citation
    Computer Science · #Data Mining Algorithms and Applications
  37. Using Random Noise Equivariantly to Boost Graph Neural Networks Universally
    2025/02/04 by Xiyuan Wang, Muhan Zhang, Wang, Xiyuan +1 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  38. Beyond KV Reconstruction: Functional Reconstruction for MLA Draft Models in Speculative Decoding
    2026/07/29 by Weiye Shi, Fanxu Meng, Muhan Zhang
    Computer Science · #cs.LG