Neural Combinatorial Optimization with Reinforcement Learning. - Irwan Bello; Hieu Pham 001; Quoc V. Le; Mohammad Norouzi 002; Samy Bengio (ICLR (Workshop), 2017)

Neural Optimizer Search with Reinforcement Learning. - Irwan Bello; Barret Zoph; Vijay Vasudevan; Quoc V. Le (ICML, 2017)

Backprop Evolution. - Maximilian Alber; Irwan Bello; Barret Zoph; Pieter-Jan Kindermans; Prajit Ramachandran; Quoc V. Le (CoRR, 2018)

Seq2Slate: Re-ranking and Slate Optimization with RNNs. - Irwan Bello; Sayali Kulkarni; Sagar Jain; Craig Boutilier; Ed Huai-hsin Chi; Elad Eban; Xiyang Luo; Alan Mackey; Ofer Meshi (CoRR, 2018)

Attention Augmented Convolutional Networks. - Irwan Bello; Barret Zoph; Quoc Le 001; Ashish Vaswani; Jonathon Shlens (ICCV, 2019)

Stand-Alone Self-Attention in Vision Models. - Niki Parmar; Prajit Ramachandran; Ashish Vaswani; Irwan Bello; Anselm Levskaya; Jonathon Shlens (NeurIPS, 2019)

Global Self-Attention Networks for Image Recognition. - Zhuoran Shen; Irwan Bello; Raviteja Vemulapalli; Xuhui Jia; Ching-Hui Chen (CoRR, 2020)

LambdaNetworks: Modeling long-range Interactions without Attention. - Irwan Bello (ICLR, 2021)

Revisiting ResNets: Improved Training and Scaling Strategies. - Irwan Bello; William Fedus; Xianzhi Du; Ekin Dogus Cubuk; Aravind Srinivas; Tsung-Yi Lin; Jonathon Shlens; Barret Zoph (NeurIPS, 2021)

Revisiting 3D ResNets for Video Recognition. - Xianzhi Du; Yeqing Li; Yin Cui; Rui Qian; Jing Li; Irwan Bello (CoRR, 2021)

Designing Effective Sparse Expert Models. - Barret Zoph; Irwan Bello; Sameer Kumar; Nan Du 002; Yanping Huang; Jeff Dean; Noam Shazeer; William Fedus (CoRR, 2022)