Le Hou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
9
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | EMNLP | Improving Multi-Agent Debate with Sparse Communication Topology. | Yunxuan Li, Yibing Du, Jiageng Zhang, Le Hou, Peter Grabowski, Yeqing Li, Eugene Ie |
| 2024 | EMNLP | Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning. | Kaiwen Wang, Rahul Kidambi, Ryan Sullivan, Alekh Agarwal, Christoph Dann, Andrea Michi, Marco Gelmi, Yunxuan Li, Raghav Gupta, Avinava Dubey, Alexandre Ram, Johan Ferret, Geoffrey Cideron, Le Hou, Hongkun Yu, Amr Ahmed, Aranyak Mehta, Lonard Hussenot, Olivier Bachem, Edouard Leurent |
| 2024 | EMNLP | Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision. | Zihan Wang, Yunxuan Li, Yuexin Wu, Liangchen Luo, Le Hou, Hongkun Yu, Jingbo Shang |
| 2024 | ICLR | Enabling Lanuguage Models to Implicitly Learn Self-Improvement. | Ziqi Wang, Le Hou, Tianjian Lu, Yuexin Wu, Yunxuan Li, Hongkun Yu, Heng Ji |
| 2024 | ICLR | Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. | Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou |
| 2024 | NAACL | Distilling Text Style Transfer With Self-Explanation From LLMs. | Chiyu Zhang, Honglong Cai, Yuezhang Li, Yuexin Wu, Le Hou, Muhammad Abdul-Mageed |
| 2023 | EMNLP | Large Language Models Can Self-Improve. | Jiaxin Huang, Shixiang Gu, Le Hou, Yuexin Wu, Xuezhi Wang, Hongkun Yu, Jiawei Han |
| 2023 | EMNLP | Symbol tuning improves in-context learning in language models. | Jerry W. Wei, Le Hou, Andrew K. Lampinen, Xiangning Chen, Da Huang, Yi Tay, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma, Quoc V. Le |
| 2023 | ICLR | Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation. | Ziqi Wang, Yuexin Wu, Frederick Liu, Daogao Liu, Le Hou, Hongkun Yu, Jing Li, Heng Ji |
| 2023 | ICLR | Least-to-Most Prompting Enables Complex Reasoning in Large Language Models. | Denny Zhou, Nathanael Schrli, Le Hou, Jason Wei, Nathan Scales, Xuezhi Wang, Dale Schuurmans, Claire Cui, Olivier Bousquet, Quoc V. Le, Ed H. Chi |
| 2023 | ICML | The Flan Collection: Designing Data and Methods for Effective Instruction Tuning. | Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V. Le, Barret Zoph, Jason Wei, Adam Roberts |
| 2022 | ACL | Token Dropping for Efficient BERT Pretraining. | Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou |
| 2019 | CVPR | Robust Histopathology Image Analysis: To Label or to Synthesize? | Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kur, Rajarsi R. Gupta, Joel H. Saltz |
| 2019 | CVPR | Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data. | Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic |
| 2019 | ICLR | Label super-resolution networks. | Kolya Malkin, Caleb Robinson, Le Hou, Rachel Soobitsky, Jacob Czawlytko, Dimitris Samaras, Joel H. Saltz, Lucas Joppa, Nebojsa Jojic |
| 2017 | AISTATS | ConvNets with Smooth Adaptive Activation Functions for Regression. | Le Hou, Dimitris Samaras, Tahsin M. Kur, Yi Gao, Joel H. Saltz |
| 2017 | WACV | Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images. | Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kur, Joel H. Saltz |
| 2016 | CVPR | Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification. | Le Hou, Dimitris Samaras, Tahsin M. Kur, Yi Gao, James E. Davis, Joel H. Saltz |
| 2016 | ECCV | Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples. | Toms F. Yago Vicente, Le Hou, Chen-Ping Yu, Minh Hoai, Dimitris Samaras |