Pham, Hieu

17 publications

ICLR 2025 NeurFlow: Interpreting Neural Networks Through Neuron Groups and Functional Interactions Tue Minh Cao, Nhat Hoang-Xuan, Hieu Pham, Phi Le Nguyen, My T. Thai

NeurIPS 2025 Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation Huu Tien Nguyen, Dac Thai Nguyen, Duc Nguyen The Minh, Trung Thanh Nguyen, Thao Nguyen Truong, Hieu Pham, Johan Barthelemy, Tran Minh Quan, Quoc Viet Hung Nguyen, Thanh Tam Nguyen, Mai Hong Son, Chau Quynh Anh, Thanh Trung Nguyen, Phi Le Nguyen

CVPRW 2024 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

NeurIPS 2023 DoReMi: Optimizing Data Mixtures Speeds up Language Model Pretraining Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy Liang, Quoc V Le, Tengyu Ma, Adams Wei Yu

UAI 2023 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

NeurIPS 2023 Symbolic Discovery of Optimization Algorithms Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V Le

AAAI 2021 AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu Pham, Quoc V. Le

ICLR 2021 Meta Back-Translation Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig

CVPR 2021 Meta Pseudo Labels Hieu Pham, Zihang Dai, Qizhe Xie, Quoc V. Le

ICML 2021 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 Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig

ICML 2021 Towards Domain-Agnostic Contrastive Learning Vikas Verma, Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc Le

ICML 2020 Optimizing Data Usage via Differentiable Rewards Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Jaime Carbonell, Graham Neubig

ICLR 2019 Multilingual Neural Machine Translation with Soft Decoupled Encoding Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig

ICLR 2018 A Hierarchical Model for Device Placement Azalia Mirhoseini, Anna Goldie, Hieu Pham, Benoit Steiner, Quoc V. Le, Jeff Dean

ICML 2018 Efficient Neural Architecture Search via Parameters Sharing Hieu Pham, Melody Guan, Barret Zoph, Quoc Le, Jeff Dean

ICML 2017 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

ICLR 2017 Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio