---
title: "Hieu Pham — all works — Elamur Research"
description: "All 27 works of Hieu Pham in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/hieu-pham/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hieu-pham/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Hieu Pham](https://md.research.elamur.ai/free/en/authors/hieu-pham/) / all works

# Hieu Pham — all works

27 works · [← Hieu Pham](https://md.research.elamur.ai/free/en/authors/hieu-pham/)

1. **[Effective Approaches to Attention-based Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/luong-2015-effective-approaches-attention-based-neural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Thang Luong, Hieu Pham, Christopher D. Manning*2015 · 9,718 citations*
2. **[Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision](https://md.research.elamur.ai/free/en/papers/jia-2021-scaling-up-visual-vision-language/) [International Conference on Machine Learning (ICML)](https://md.research.elamur.ai/free/en/venues/international-conference-on-machine-learning/)**Chao Jia, Yinfei Yang, Ye Xia, et al.*2021 · 1,615 citations*
3. **[Efficient Neural Architecture Search via Parameters Sharing ↗](https://openalex.org/W2962746461) International Conference on Machine Learning · no summary yet**Hieu Pham et al.*2018 · 1,209 citations*
4. [**Efficient Neural Architecture Search via Parameter Sharing arXiv:1802.03268**Hieu Pham, Melody Y. Guan, Barret Zoph, et al.*2018 · 699 citations*](https://md.research.elamur.ai/free/en/papers/pham-2018-efficient-neural-architecture-search-parameter/)
5. **[Meta Pseudo Labels ↗](https://doi.org/10.1109/cvpr46437.2021.01139) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hieu Pham et al.*2021 · 551 citations*
6. **[Bilingual Word Representations with Monolingual Quality in Mind](https://md.research.elamur.ai/free/en/papers/luong-2015-bilingual-word-representations-monolingual-quality/) [Workshop on Vector Space Modeling for Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/)**Thang Luong, Hieu Pham, Christopher D. Manning*2015 · 456 citations*
7. **[Device Placement Optimization with Reinforcement Learning ↗](https://arxiv.org/abs/1706.04972) arXiv:1706.04972 · no summary yet**Azalia Mirhoseini et al.*2017 · 343 citations*
8. **[Neural Combinatorial Optimization with Reinforcement Learning ↗](https://arxiv.org/abs/1611.09940) arXiv (Cornell University) · no summary yet**Irwan Bello et al.*2016 · 299 citations*
9. **[Symbolic Discovery of Optimization Algorithms ↗](https://arxiv.org/abs/2302.06675) arXiv:2302.06675 · no summary yet**Xiangning Chen et al.*2023 · 297 citations*
10. **[SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2018-switchout-efficient-data-augmentation-algorithm/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xinyi Wang, Hieu Pham, Zihang Dai, et al.*2018 · 290 citations*
11. **[DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining ↗](https://arxiv.org/abs/2305.10429) arXiv:2305.10429 · no summary yet**Sang Michael Xie et al.*2023 · 156 citations*
12. **[A Hierarchical Model for Device Placement ↗](https://openalex.org/W2786414509) International Conference on Learning Representations · no summary yet**Azalia Mirhoseini et al.*2018 · 100 citations*
13. **[Multilingual Neural Machine Translation With Soft Decoupled Encoding ↗](https://arxiv.org/abs/1902.03499) arXiv (Cornell University) · no summary yet**Xinyi Wang et al.*2019 · 93 citations*
14. **[Learning Distributed Representations for Multilingual Text Sequences ↗](https://aclanthology.org/W15-1512/) Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing · no summary yet**Hieu Pham, Thang Luong, Christopher Manning*2015 · 79 citations*
15. **[A Tree-based Decoder for Neural Machine Translation ↗](https://aclanthology.org/D18-1509/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xinyi Wang et al.*2018 · 77 citations*
16. **[Combined Scaling for Zero-shot Transfer Learning ↗](https://arxiv.org/abs/2111.10050) arXiv:2111.10050 · no summary yet**Hieu Pham et al.*2021 · 31 citations*
17. **[Optimizing Data Usage via Differentiable Rewards ↗](https://arxiv.org/abs/1911.10088) arXiv (Cornell University) · no summary yet**Xinyi Wang et al.*2019 · 27 citations*
18. **[Hierarchical Planning for Device Placement ↗](https://openalex.org/W2789114636) no summary yet**Azalia Mirhoseini et al.*2018 · 20 citations*
19. **[Meta Back-translation ↗](https://arxiv.org/abs/2102.07847) arXiv (Cornell University) · no summary yet**Hieu Pham et al.*2021 · 16 citations*
20. **[Faster Discovery of Neural Architectures by Searching for Paths in a Large Model ↗](https://openalex.org/W2787387029) International Conference on Learning Representations · no summary yet**Hieu Pham et al.*2018 · 15 citations*
21. **[Towards Domain-Agnostic Contrastive Learning ↗](https://arxiv.org/abs/2011.04419) arXiv (Cornell University) · no summary yet**Vikas Verma et al.*2020 · 12 citations*
22. **[Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour ↗](https://doi.org/10.1109/ipdpsw52791.2021.00146) IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) · no summary yet**Arissa Wongpanich et al.*2021 · 9 citations*
23. **[Semi-supervised Learning by Coaching ↗](https://openalex.org/W2998987396) no summary yet**Hieu Pham, Quoc Viet Le*2019 · 6 citations*
24. **[A Comparative Study of Convolutional Neural Networks and Vision Transformers for Agricultural Image Classification ↗](https://doi.org/10.4018/jdm.396706) Journal of Database Management · no summary yet**Hieu Pham et al.*2026 · 2 citations*
25. **[MixupE: Understanding and Improving Mixup from Directional Derivative Perspective ↗](https://arxiv.org/abs/2212.13381) arXiv (Cornell University) · no summary yet**Zou, Yingtian et al.*2022 · 2 citations*
26. **[HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering](https://md.research.elamur.ai/free/en/papers/luu-2026-higraagent-dual-agent-adaptive-reasoning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hung Luu, Long S. T. Nguyen, Trung Pham, et al.*2026 · 1 citation*
27. **[83% ImageNet Accuracy in One Hour ↗](https://ui.adsabs.harvard.edu/abs/2020arXiv201100071W/abstract) arXiv (Cornell University) · no summary yet**Arissa Wongpanich et al.*2020*