Nguyen, Tung
- Humanity's Last Exam
2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- ClimaX: A foundation model for weather and climate
2023/01/24 by Tung Nguyen, Nguyen, Tung, J. Brandstetter +7 · 54 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
- Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling
2022/07/09 by Tung Nguyen, Aditya Grover, Nguyen, Tung +1 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
2023/12/06 by Nguyen, Tung, Shah, Rohan, Bansal, Hritik +6 · 14 citations
#Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling
2023/07/04 by Tung Nguyen, Nguyen, Tung, Jason Jewik +7 · 7 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
- ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
2024/02/01 by Juan Nathaniel, Yongquan Qu, Nathaniel, Juan +11 · 7 citations
Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
- Probing the Decision Boundaries of In-context Learning in Large Language Models
2024/06/17 by Zhao, Siyan, Nguyen, Tung, Grover, Aditya · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Induced subgraph density. VI. Bounded VC-dimension
2023/12/25 by Tung Nguyen, Nguyen, Tung, Alex Scott +3 · 5 citations
Computer Science · Mathematics · #Advanced Graph Theory Research #Advanced Topology and Set Theory #Combinatorics (math.CO) #FOS: Mathematics #Limits and Structures in Graph Theory
- Tier structure of strongly endotactic reaction networks
2018/08/16 by Anderson, David, Cappelletti, Daniele, Kim, Jinsu +1 · 2 citations
#34D23 #37B25 #60F10 #60G10 #60J27 #60J28 #80A30 #92C42 #92C45 #FOS: Biological sciences #FOS: Mathematics #Molecular Networks (q-bio.MN) #Probability (math.PR)
- A counterexample to the coarse Menger conjecture
2024/01/12 by Tung Nguyen, Alex Scott, Nguyen, Tung +3 · 8 citations
Computer Science · Mathematics · #05C12 #05C38 #Advanced Graph Theory Research #Advanced Topology and Set Theory #Combinatorics (math.CO) #FOS: Mathematics #Limits and Structures in Graph Theory
- Predictive Coding for Locally-Linear Control
2020/03/02 by Shu, Rui, Nguyen, Tung, Chow, Yinlam +5 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
- AI Rules? Characterizing Reddit Community Policies Towards AI-Generated Content
2024/10/15 by Travis Lloyd, Jennah Gosciak, Lloyd, Travis +5 · 1 voice · 4 citations
#cs.CY #cs.SI
- Polynomial bounds for chromatic number VIII. Excluding a path and a complete multipartite graph
2023/03/21 by Nguyen, Tung, Scott, Alex, Seymour, Paul · 2 citations
#Combinatorics (math.CO) #FOS: Mathematics
- ExPT: Synthetic Pretraining for Few-Shot Experimental Design
2023/10/30 by Tung Nguyen, Nguyen, Tung, Sudhanshu Agrawal +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimal Experimental Design Methods
- Asymptotic structure. I. Coarse tree-width
2025/01/16 by Tung Nguyen, Alex Scott, Nguyen, Tung +3 · 6 citations
Computer Science · #Advanced Graph Theory Research
- PhysiX: A Foundation Model for Physics Simulations
2025/06/21 by Nguyen, Tung, Koneru, Arsh, Li, Shufan +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Temporal Predictive Coding For Model-Based Planning In Latent Space
2021/06/14 by Nguyen, Tung, Shu, Rui, Pham, Tuan +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LICO: Large Language Models for In-Context Molecular Optimization
2024/06/27 by Tung Nguyen, Nguyen, Tung, Aditya Grover +1 · 2 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
- NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
2024/09/29 by Pham, Duy-Tung, Vu, Thien Trang Nguyen, Nguyen, Tung +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Induced subgraph density. II. Sparse and dense sets in cographs
2023/07/03 by Fox, Jacob, Nguyen, Tung, Scott, Alex +1 · 1 citation
#Combinatorics (math.CO) #FOS: Mathematics
- GloCOM: A Short Text Neural Topic Model via Global Clustering Context
2024/11/30 by Nguyen, Quang Duc, Nguyen, Tung, Nguyen, Duc Anh +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Induced subgraph density. VII. The five-vertex path
2023/12/23 by Nguyen, Tung, Scott, Alex, Seymour, Paul · 1 citation
#Combinatorics (math.CO) #FOS: Mathematics
- MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants
2024/12/17 by Bansal, Hritik, Israel, Daniel, Zhao, Siyan +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution
2024/08/28 by Sungduk Yu, Brian White, Yu, Sungduk +11 · 1 citation
Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
- Language Model Embeddings Can Be Sufficient for Bayesian Optimization
2024/10/14 by Tùng Lâm Nguyễn, Nguyen, Tung, Qiuyi Zhang +15 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Trees and near-linear stable sets
2024/09/14 by Tung Nguyen, Alex Scott, Nguyen, Tung +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Control Systems Optimization #Combinatorics (math.CO) #FOS: Mathematics #Fuzzy Logic and Control Systems #Fuzzy Systems and Optimization
- Asymptotic structure. IV. A counterexample to the weak coarse Menger conjecture
2025/08/20 by Nguyen, Tung, Scott, Alex, Seymour, Paul · 6 citations
#Combinatorics (math.CO) #FOS: Mathematics