PUBLICATIONS

Preprints
  • L. Qiu,  Y. Zhao, Y. Liang, P. Lu, W. Shi, Z. Yu, S.-C. Zhu. "Towards Socially Intelligent Agents with Mental State Transition and Human Utility". [pdf]

  • F. Shi, C. Lee, L. Qiu, Y. Zhao, T. Shen, S. Muralidhar, T. Han, S.-C. Zhu, V. Narayanan. "STAR: Sparse Transformer-based Action Recognition". [pdf]

  • L. Qiu, Y. Liang, Y. Zhao, P. Lu, B. Peng, Z. Yu, Y.N. Wu, S.-C. Zhu. "SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues". ACL-IJCNLP, 2021. [pdf][code]

  • P. Lu, R. Gong, S. Jiang, L. Qiu, S. Huang, X. Liang, S.-C. Zhu. "Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning". ACL-IJCNLP, 2021. [pdf][code][web]

  • Y. Liang, L. Qiu, T. Lu, Z. Fang, D. Tu, J. Yang, T. Zhao, Y. Shao, K. Wang, X. Chen, L. He. "OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray". IUI, 2021. [pdf]

  • L. Qiu, Y. Zhao, W. Shi, Y. Liang, F. Shi, T. Yuan, Z. Yu, S.-C. Zhu. "Structured Attention for Unsupervised Dialogue Structure Induction". EMNLP, 2020. [pdf][code]

  • Y. Liang, W. Song, J. Yang, L. Qiu, K. Wang, L. He. "Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation". ACML, 2020. [pdf]

  • Y. Liang, W. Song, L. Qiu, K. Wang, L. He. "X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph". MICCAI, 2020. [pdf]

  • Y. Zhao, L. Qiu, W. Ai, F. Shi, S.-C. Zhu. "Vertical-Horizontal Structured Attention for Generating Music with Chords". arXiv preprint arXiv:2011.09078 (2020). [pdf]

  • L. Qiu, Y. Ding, and L. He. "Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task". arXiv preprint arXiv:1812.05199 (2018). [pdf][code]

  • L. Qiu. The Control Algorithm of Smart Cars based on Artificial Potential Field. Information Construction, October 2015.

Conference/Workshop/Chapter
Thesis
  • L. Qiu. Non-linguistic Vocalization Recognition Based on Convolutional, Long Short-Term Memory, Deep Neural Networks. Diss. UCLA, 2018. [pdf]