Garrett Bingham

21 papers A* 3A 1Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Aletheia tackles FirstProof autonomously. CoRR Tony Feng, Junehyuk Jung, Sang-hyun Kim, Carlo Pagano, Sergei Gukov, Cheng-Chiang Tsai, David P. Woodruff, Adel Javanmard, Aryan Mokhtari, Dawsen Hwang, Yuri Chervonyi, Jonathan N. Lee, Garrett Bingham, Trieu H. Trinh, Vahab Mirrokni, Quoc V. Le, Thang Luong
2026	J	`jnl`	Semi-Autonomous Mathematics Discovery with Gemini: A Case Study on the Erdős Problems. CoRR Tony Feng, Trieu H. Trinh, Garrett Bingham, Jiwon Kang, Shengtong Zhang, Sang-hyun Kim, Kevin Barreto, Carl Schildkraut, Junehyuk Jung, Jaehyeon Seo, Carlo Pagano, Yuri Chervonyi, Dawsen Hwang, Kaiying Hou, Sergei Gukov, Cheng-Chiang Tsai, Hyunwoo Choi, Youngbeom Jin, Wei-Yuan Li, Hao-An Wu, Ruey-An Shiu, Yu-Sheng Shih, Quoc V. Le, Thang Luong
2026	J	`jnl`	Towards Autonomous Mathematics Research. CoRR Tony Feng, Trieu H. Trinh, Garrett Bingham, Dawsen Hwang, Yuri Chervonyi, Junehyuk Jung, Joonkyung Lee, Carlo Pagano, Sang-hyun Kim, Federico Pasqualotto, Sergei Gukov, Jonathan N. Lee, Junsu Kim, Kaiying Hou, Golnaz Ghiasi, Yi Tay, Yaguang Li, Chenkai Kuang, Yuan Liu, Hanzhao Lin, Evan Zheran Liu, Nigamaa Nayakanti, Xiaomeng Yang, Heng-Tze Cheng, Demis Hassabis, Koray Kavukcuoglu, Quoc V. Le, Thang Luong
2025	A*	`conf`	Towards Robust Mathematical Reasoning. EMNLP Thang Luong, Dawsen Hwang, Hoang H. Nguyen, Golnaz Ghiasi, Yuri Chervonyi, Insuk Seo, Junsu Kim, Garrett Bingham, Jonathan Lee, Swaroop Mishra, Alex Zhai, Clara Huiyi Hu, Henryk Michalewski, Jimin Kim, Jeonghyun Ahn, Junhwi Bae, Xingyou Song, Trieu H. Trinh, Quoc V. Le, Junehyuk Jung
2025	J	`jnl`	Towards Robust Mathematical Reasoning. CoRR Thang Luong, Dawsen Hwang, Hoang H. Nguyen, Golnaz Ghiasi, Yuri Chervonyi, Insuk Seo, Junsu Kim, Garrett Bingham, Jonathan Lee, Swaroop Mishra, Alex Zhai, Clara Huiyi Hu, Henryk Michalewski, Jimin Kim, Jeonghyun Ahn, Junhwi Bae, Xingyou Song, Trieu H. Trinh, Quoc V. Le, Junehyuk Jung
2024	—	`conf`	HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning. ECCV (77) Zhecan Wang, Garrett Bingham, Adams Wei Yu, Quoc V. Le, Thang Luong, Golnaz Ghiasi
2024	J	`jnl`	HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning. CoRR Zhecan Wang, Garrett Bingham, Adams Yu, Quoc V. Le, Thang Luong, Golnaz Ghiasi
2023	A*	`conf`	AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks. AAAI Garrett Bingham, Risto Miikkulainen
2023	A*	`conf`	Efficient Activation Function Optimization through Surrogate Modeling. NeurIPS Garrett Bingham, Risto Miikkulainen
2023	J	`jnl`	Efficient Activation Function Optimization through Surrogate Modeling. CoRR Garrett Bingham, Risto Miikkulainen
2023	J	`jnl`	Optimizing Neural Networks through Activation Function Discovery and Automatic Weight Initialization. CoRR Garrett Bingham
2022	J	`jnl`	Discovering Parametric Activation Functions. Neural Networks Garrett Bingham, Risto Miikkulainen
2021	J	`jnl`	AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks. CoRR Garrett Bingham, Risto Miikkulainen
2020	J	`jnl`	Discovering Parametric Activation Functions. CoRR Garrett Bingham, Risto Miikkulainen
2020	J	`jnl`	Evolutionary Optimization of Deep Learning Activation Functions. CoRR Garrett Bingham, William Macke, Risto Miikkulainen
2020	A	`conf`	Evolutionary optimization of deep learning activation functions. GECCO Garrett Bingham, William Macke, Risto Miikkulainen
2019	—	`conf`	Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations. ACL (1) Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander R. Fabbri, William Hu, Neha Verma, Dragomir R. Radev
2019	J	`jnl`	Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations. CoRR Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander R. Fabbri, Neha Verma, William Hu, Dragomir R. Radev
2018	—	`conf`	Preliminary Studies on a Large Face Database. IEEE BigData Benjamin Yip, Garrett Bingham, Katherine Kempfert, Jonathan Fabish, Troy Kling, Cuixian Chen, Yishi Wang
2018	J	`jnl`	Preliminary Studies on a Large Face Database. CoRR Benjamin Yip, Garrett Bingham, Katherine Kempfert, Jonathan Fabish, Troy Kling, Cuixian Chen, Yishi Wang
2017	J	`jnl`	Random Subspace Two-dimensional LDA for Face Recognition. CoRR Garrett Bingham