Hengrui Zhang
- Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
2023/10/14 by Hengrui Zhang, Zhang, Hengrui, Jiani Zhang +13 · 26 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
- SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations
2023/06/19 by Qitian Wu, Wu, Qitian, Wentao Zhao +13 · 23 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
- From Canonical Correlation Analysis to Self-supervised Graph Neural Networks
2021/06/23 by Hengrui Zhang, Qitian Wu, Zhang, Hengrui +7 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Handling Distribution Shifts on Graphs: An Invariance Perspective
2022/02/05 by Qitian Wu, Wu, Qitian, Hengrui Zhang +5 · 10 citations
Computer Science · Environmental Science · #Advanced Graph Neural Networks #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG)
- Machine Learning for Electronic Design Automation: A Survey
2021/01/10 by Guyue Huang, Huang, Guyue, Jingbo Hu +29 · 7 citations
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Signal Processing (eess.SP) #Systems and Control (eess.SY) #VLSI and FPGA Design Techniques #electronic engineering #information engineering
- ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation
2022/08/27 by Yu Wang, Hengrui Zhang, Wang, Yu +7 · 4 citations
Computer Science · Social Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Human Mobility and Location-Based Analysis
- DiffPuter: Empowering Diffusion Models for Missing Data Imputation
2024/05/31 by Hengrui Zhang, Liancheng Fang, Zhang, Hengrui +4 · 4 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
- CogDL: A Comprehensive Library for Graph Deep Learning
2021/03/01 by Yukuo Cen, Cen, Yukuo, Zhenyu Hou +33 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
- Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective
2021/10/18 by Hengrui Zhang, Zhang, Hengrui, Zhongming Yu +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Graph Theory and Algorithms
- Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
2024/08/14 by Rohan Baskar Prabhakar, Hengrui Zhang, Prabhakar, Rohan Baskar +3 · 2 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Low-power high-performance VLSI design #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
2025/10/15 by Yi Zhang, Zhang, Yi, Bolin Ni +17 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- CoddLLM: Empowering Large Language Models for Data Analytics
2025/02/01 by Jiani Zhang, Zhang, Jiani, Hengrui Zhang +15 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences
- SPAD: Specialized Prefill and Decode Hardware for Disaggregated LLM Inference
2025/10/09 by Hengrui Zhang, Zhang, Hengrui, Pratyush Patel +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System
2026/07/15 by Yutong He, Daibo Li, Guohong Li +15
#cs.AI #cs.MA