Hieu Pham
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
10
Active years
2012–2026
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering. | Hung Luu, Long S. T. Nguyen, Trung Pham, Hieu Pham, Tho Quan |
| 2025 | ICASSP | Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition. | Bach Vu, Hoang Nguyen, Quang Minh Nguyen, Duong Le, Hieu Pham, Phi Le Nguyen, Lam M. Nguyen |
| 2024 | CVPR | ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization. | Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani |
| 2023 | UAI | MixupE: Understanding and improving Mixup from directional derivative perspective. | Yingtian Zou, Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi |
| 2021 | AAAI | AutoDropout: Learning Dropout Patterns to Regularize Deep Networks. | Hieu Pham, Quoc V. Le |
| 2021 | CVPR | Meta Pseudo Labels. | Hieu Pham, Zihang Dai, Qizhe Xie, Quoc V. Le |
| 2021 | ICLR | Meta Back-Translation. | Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig |
| 2021 | ICML | Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. | Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig |
| 2021 | ICML | Towards Domain-Agnostic Contrastive Learning. | Vikas Verma, Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc V. Le |
| 2020 | ICML | Optimizing Data Usage via Differentiable Rewards. | Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Jaime G. Carbonell, Graham Neubig |
| 2019 | ICLR | Multilingual Neural Machine Translation With Soft Decoupled Encoding. | Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig |
| 2018 | EMNLP | SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation. | Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig |
| 2018 | EMNLP | A Tree-based Decoder for Neural Machine Translation. | Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig |
| 2018 | ICLR | A Hierarchical Model for Device Placement. | Azalia Mirhoseini, Anna Goldie, Hieu Pham, Benoit Steiner, Quoc V. Le, Jeff Dean |
| 2018 | ICLR | Faster Discovery of Neural Architectures by Searching for Paths in a Large Model. | Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean |
| 2018 | ICML | Efficient Neural Architecture Search via Parameter Sharing. | Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean |
| 2017 | ICLR | Neural Combinatorial Optimization with Reinforcement Learning. | Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio |
| 2017 | ICML | Device Placement Optimization with Reinforcement Learning. | Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean |
| 2015 | EMNLP | Effective Approaches to Attention-based Neural Machine Translation. | Thang Luong, Hieu Pham, Christopher D. Manning |
| 2015 | NAACL | Bilingual Word Representations with Monolingual Quality in Mind. | Thang Luong, Hieu Pham, Christopher D. Manning |
| 2015 | NAACL | Learning Distributed Representations for Multilingual Text Sequences. | Hieu Pham, Thang Luong, Christopher D. Manning |
| 2012 | SMC | Adaptive system of swarm intelligent with Genetic Algorithm for global optimization. | Hieu Pham, Hiroshi Hasegawa |