🧑‍🔬 Hieu Pham — all works

27 works · ← Hieu Pham

1. Effective Approaches to Attention-based Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Thang Luong, Hieu Pham, Christopher D. Manning2015 · 9,718 citations
2. Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionInternational Conference on Machine Learning (ICML)Chao Jia, Yinfei Yang, Ye Xia, et al.2021 · 1,615 citations
3. Efficient Neural Architecture Search via Parameters Sharing ↗International Conference on Machine Learning · no summary yetHieu Pham et al.2018 · 1,209 citations
4. Efficient Neural Architecture Search via Parameter Sharing ↗arXiv:1802.03268 · no summary yetHieu Pham et al.2018 · 699 citations
5. Meta Pseudo Labels ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHieu Pham et al.2021 · 551 citations
6. Bilingual Word Representations with Monolingual Quality in MindWorkshop on Vector Space Modeling for Natural Language ProcessingThang Luong, Hieu Pham, Christopher D. Manning2015 · 456 citations
7. Device Placement Optimization with Reinforcement Learning ↗arXiv:1706.04972 · no summary yetAzalia Mirhoseini et al.2017 · 343 citations
8. Neural Combinatorial Optimization with Reinforcement Learning ↗arXiv (Cornell University) · no summary yetIrwan Bello et al.2016 · 299 citations
9. Symbolic Discovery of Optimization Algorithms ↗arXiv:2302.06675 · no summary yetXiangning Chen et al.2023 · 297 citations
10. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 290 citations
11. DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining ↗arXiv:2305.10429 · no summary yetSang Michael Xie et al.2023 · 156 citations
12. A Hierarchical Model for Device Placement ↗International Conference on Learning Representations · no summary yetAzalia Mirhoseini et al.2018 · 100 citations
13. Multilingual Neural Machine Translation With Soft Decoupled Encoding ↗arXiv (Cornell University) · no summary yetXinyi Wang et al.2019 · 93 citations
14. Learning Distributed Representations for Multilingual Text Sequences ↗Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing · no summary yetHieu Pham, Thang Luong, Christopher Manning2015 · 79 citations
15. A Tree-based Decoder for Neural Machine Translation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetXinyi Wang et al.2018 · 77 citations
16. Combined Scaling for Zero-shot Transfer Learning ↗arXiv:2111.10050 · no summary yetHieu Pham et al.2021 · 31 citations
17. Optimizing Data Usage via Differentiable Rewards ↗arXiv (Cornell University) · no summary yetXinyi Wang et al.2019 · 27 citations
18. Hierarchical Planning for Device Placement ↗no summary yetAzalia Mirhoseini et al.2018 · 20 citations
19. Meta Back-translation ↗arXiv (Cornell University) · no summary yetHieu Pham et al.2021 · 16 citations
20. Faster Discovery of Neural Architectures by Searching for Paths in a Large Model ↗International Conference on Learning Representations · no summary yetHieu Pham et al.2018 · 15 citations
21. Towards Domain-Agnostic Contrastive Learning ↗arXiv (Cornell University) · no summary yetVikas Verma et al.2020 · 12 citations
22. Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour ↗IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) · no summary yetArissa Wongpanich et al.2021 · 9 citations
23. Semi-supervised Learning by Coaching ↗no summary yetHieu Pham, Quoc Viet Le2019 · 6 citations
24. A Comparative Study of Convolutional Neural Networks and Vision Transformers for Agricultural Image Classification ↗Journal of Database Management · no summary yetHieu Pham et al.2026 · 2 citations
25. MixupE: Understanding and Improving Mixup from Directional Derivative Perspective ↗arXiv (Cornell University) · no summary yetZou, Yingtian et al.2022 · 2 citations
26. HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question AnsweringFindings of the Association for Computational LinguisticsHung Luu, Long S. T. Nguyen, Trung Pham, et al.2026 · 1 citation
27. 83% ImageNet Accuracy in One Hour ↗arXiv (Cornell University) · no summary yetArissa Wongpanich et al.2020

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