These are publications and preprint/unpublished manuscripts I am involved in.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.
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 AgĂșera 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]
- Qi Zeng*, Liangchen Luo*, Wenhao Huang, Yang Tang. Text Assisted Insight Ranking Using Context-Aware Memory Network. In Proc. of AAAI 2019, Honolulu, Hawaii. [arXiv] [bib] [poster]
2018
- Liangchen Luo*, Jingjing Xu*, Junyang Lin, Qi Zeng, Xu Sun. An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. In Proc. of EMNLP 2018, Brussels, Belgium. [arXiv] [bib] [code] [poster]