Guo, Zhichun
- What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
2023/05/27 by Taicheng Guo, Kehan Guo, Guo, Taicheng +12 · 33 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Graph-based Molecular Representation Learning
2022/07/08 by Zhichun Guo, Kehan Guo, Guo, Zhichun +19 · 5 citations
Chemistry · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #Various Chemistry Research Topics
- A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods
2022/04/07 by Zhihan Zhang, Wenhao Yu, Zhang, Zhihan +7 · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Link Prediction with Non-Contrastive Learning
2022/11/25 by William Shiao, Zhichun Guo, Shiao, William +9 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Pure Message Passing Can Estimate Common Neighbor for Link Prediction
2023/09/02 by Kaiwen Dong, Zhichun Guo, Dong, Kaiwen +3 · 3 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
2022/05/24 by Yijun Tian, Chuxu Zhang, Tian, Yijun +9 · 2 citations
Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks
- Boosting Graph Neural Networks via Adaptive Knowledge Distillation
2022/10/12 by Guo, Zhichun, Zhang, Chunhui, Fan, Yujie +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Generalizability of Fake News Detection Methods using Propensity Score Matching
2020/01/28 by Bo Ni, Zhichun Guo, Ni, Bo +5 · 1 citation
Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- Improving Protein Sequence Design through Designability Preference Optimization
2025/05/30 by Xue, Fanglei, Andrew Kubaney, Zhichun Guo +10 · 4 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics
- MolX: Enhancing Large Language Models for Molecular Understanding With A Multi-Modal Extension
2024/06/10 by Le, Khiem, Guo, Zhichun, Dong, Kaiwen +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SD2: Slicing and Dicing Scholarly Data for Interactive Evaluation of Academic Performance
2022/03/19 by Zhichun Guo, Guo, Zhichun, Jun Tao +7 · 1 citation
Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Data Visualization and Analytics #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Graphics (cs.GR) #Multimedia Communication and Technology
- Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond
2025/02/14 by Kehan Guo, Guo, Kehan, Yili Shen +18 · 3 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Various Chemistry Research Topics #Water Quality Monitoring and Analysis
- NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs
2022/08/22 by Yijun Tian, Tian, Yijun, Chuxu Zhang +7 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Linkless Link Prediction via Relational Distillation
2022/10/11 by Guo, Zhichun, Shiao, William, Zhang, Shichang +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- How Does Message Passing Improve Collaborative Filtering?
2024/03/27 by Ju, Mingxuan, Shiao, William, Guo, Zhichun +4 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Improving Out-of-Vocabulary Handling in Recommendation Systems
2024/03/27 by William Shiao, Mingxuan Ju, Shiao, William +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
- Universal Link Predictor By In-Context Learning on Graphs
2024/02/12 by Dong, Kaiwen, Mao, Haitao, Guo, Zhichun +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)