These are publications and preprint/unpublished manuscripts I am involved in. You can also find my papers on my Google Scholar profile here.
* indicates equal contribution.
2024
- Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng. Towards an On-Device Agent for Text Rewriting. In Findings of NAACL 2024, Mexico City, Mexico. [arXiv] [bib]
- Liangchen Luo*, Yinxiao Liu*, Rosanne Liu, Samrat Phatale, Harsh Lara, Yunxuan Li, Lei Shu, Yun Zhu, Lei Meng, Jiao Sun, Abhinav Rastogi. Improve Mathematical Reasoning in Language Models by Automated Process Supervision. arXiv preprint. [arXiv] [bib]
- Lei Shu, Liangchen Luo, Yun Zhu, Yinxiao Liu, Simon Tong, Jindong Chen, Lei Meng. RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting. In Proc. of AAAI 2024, Vancouver, Canada. [arXiv] [bib] [code]
2023
- Liangchen Luo, Zi Lin, Yinxiao Liu, Lei Shu, Yun Zhu, Jingbo Shang, Lei Meng. Critique Ability of Large Language Models. arXiv preprint. [arXiv] [bib]
2021
- Marco Fornoni, Chaochao Yan, Liangchen Luo, Kimberly Wilber, Alex Stark, Yin Cui, Boqing Gong, Andrew Howard. Bridging the Gap Between Object Detection and User Intent via Query-Modulation. arXiv preprint. [arXiv] [bib]
2020
- Liangchen Luo, Mark Sandler, Zi Lin, Andrey Zhmoginov, Andrew Howard. Large-Scale Generative Data-Free Distillation. arXiv preprint. [arXiv] [bib]
- Mark Sandler, Andrey Zhmoginov, Liangchen Luo, Alexander Mordvintsev, Ettore Randazzo, Blaise Agúera y Arcas. Image segmentation via Cellular Automata. arXiv preprint. [arXiv] [bib]
2019
- Guangxiang Zhao, Xu Sun, Jingjing Xu, Zhiyuan Zhang, Liangchen Luo. MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. arXiv preprint. [arXiv] [bib] [code]
- Liangchen Luo*, Yuanhao Xiong*, Yan Liu, Xu Sun. Adaptive Gradient Methods with Dynamic Bound of Learning Rate. In Proc. of ICLR 2019, New Orleans, Louisiana. [arXiv] [bib] [code] [open review] [poster] [slides]
- Liangchen Luo, Wenhao Huang, Qi Zeng, Zaiqing Nie, Xu Sun. Learning Personalized End-to-End Goal-Oriented Dialog. In Proc. of AAAI 2019, Honolulu, Hawaii. [arXiv] [bib] [poster]