Nam H Nguyen
Nam H Nguyen has 2 papers in our library, in 2022–2026, most of them on Tokenization & segmentation; often with Shi-Xiong Zhang.
OpenAlex · ORCID · h-index 17 · 50 works · 2,075 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 87 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3715
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksSignal Processing · 2 worksBuilding and Construction · 1 workDecision Sciences · 1 workEngineering · 1 workManagement Science and Operations Research · 1 workArts and Humanities · 1 workArtificial Intelligence · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Tokenization & segmentation · 1 work
Works by year
2020s
Papers
- A Time Series is Worth 64 Words: Long-term Forecasting with Transformers (2022 · 627 citations)
Zeng et al. (2022) had shown that a plain linear model (DLinear) could beat Transformer forecasters such as Informer, Autoformer and FEDformer, which raised doubts about attention for time series. The authors respond with PatchTST. It keeps the vanilla Transformer encoder but changes how the input is tokenized. Each… - Temporal Tokenization Strategies for Event Sequence Modeling with Large Language Models (2026 · 1 citation)
LLMs process discrete tokens, but events in real sequences happen in continuous time. How to turn timestamps or inter-event gaps into tokens ("temporal tokenization") has received little systematic study. This paper compares five families of encodings: plain numeric strings, float32 byte tokens (as in Language-TPP)…
All works
- A Time Series is Worth 64 Words: Long-term Forecasting with TransformersarXiv:2211.14730Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, et al.2022 · 627 citations
- TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting ↗ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetVijay Ekambaram et al.2023 · 285 citations
- Temporal Tokenization Strategies for Event Sequence Modeling with Large Language ModelsWorkshop on Generation, Evaluation and Metrics (GEM)Zefang Liu, Nam H Nguyen, Yinzhu Quan, et al.2026 · 1 citation
Co-authors here
Venues
- Workshop on Generation, Evaluation and Metrics (GEM): GEM 2026
- ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
Cited by
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