Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task. - Liang Qiu 001; Yuanyi Ding; Lei He 001 (CoRR, 2018)

Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation. - Yuan Liang 001; Weinan Song; Jiawei Yang 002; Liang Qiu 001; Kun Wang 005; Lei He 001 (ACML, 2020)

Structured Attention for Unsupervised Dialogue Structure Induction. - Liang Qiu 001; Yizhou Zhao; Weiyan Shi; Yuan Liang 001; Feng Shi 006; Tao Yuan; Zhou Yu; Song-Chun Zhu (EMNLP (1), 2020)

X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph. - Yuan Liang 001; Weinan Song; Jiawei Yang 002; Liang Qiu 001; Kun Wang 005; Lei He 001 (MICCAI (2), 2020)

Vertical-Horizontal Structured Attention for Generating Music with Chords. - Yizhou Zhao; Liang Qiu 001; Wensi Ai; Feng Shi 006; Song-Chun Zhu (CoRR, 2020)

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning. - Pan Lu; Ran Gong; Shibiao Jiang; Liang Qiu 001; Siyuan Huang 001; Xiaodan Liang; Song-Chun Zhu (ACL/IJCNLP (1), 2021)

SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues. - Liang Qiu 001; Yuan Liang 001; Yizhou Zhao; Pan Lu; Baolin Peng; Zhou Yu; Ying Nian Wu; Song-Chun Zhu (ACL/IJCNLP (1), 2021)

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. - Yuan Liang 001; Liang Qiu 001; Tiancheng Lu; Zhujun Fang; Dezhan Tu; Jiawei Yang 002; Yiting Shao; Kun Wang 005; Xiang 'Anthony' Chen; Lei He 001 (IUI, 2021)

Exploring Forensic Dental Identification with Deep Learning. - Yuan Liang 001; Weikun Han; Liang Qiu 001; Chen Wu; Yiting Shao; Kun Wang 005; Lei He 001 (NeurIPS, 2021)

IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning. - Pan Lu; Liang Qiu 001; Jiaqi Chen; Tanglin Xia; Yizhou Zhao; Wei Zhang 056; Zhou Yu; Xiaodan Liang; Song-Chun Zhu (NeurIPS Datasets and Benchmarks, 2021)

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray. - Yuan Liang 001; Liang Qiu 001; Tiancheng Lu; Zhujun Fang; Dezhan Tu; Jiawei Yang 002; Tiandong Zhao; Yiting Shao; Kun Wang 005; Xiang 'Anthony' Chen; Lei He 001 (CoRR, 2021)

Atlas-aware ConvNetfor Accurate yet Robust Anatomical Segmentation. - Yuan Liang 001; Weinan Song; Jiawei Yang 002; Liang Qiu 001; Kun Wang 005; Lei He 001 (CoRR, 2021)

Towards Socially Intelligent Agents with Mental State Transition and Human Utility. - Liang Qiu 001; Yizhou Zhao; Yuan Liang 001; Pan Lu; Weiyan Shi; Zhou Yu; Song-Chun Zhu (CoRR, 2021)

STAR: Sparse Transformer-based Action Recognition. - Feng Shi 006; Chonghan Lee; Liang Qiu 001; Yizhou Zhao; Tianyi Shen; Shivran Muralidhar; Tian Han 001; Song-Chun Zhu; Vijaykrishnan Narayanan (CoRR, 2021)

IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning. - Pan Lu; Liang Qiu 001; Jiaqi Chen; Tony Xia; Yizhou Zhao; Wei Zhang 056; Zhou Yu; Xiaodan Liang; Song-Chun Zhu (CoRR, 2021)

GenMotion: Data-driven Motion Generators for Real-time Animation Synthesis. - Yizhou Zhao; Wensi Ai; Liang Qiu 001; Pan Lu; Feng Shi 006; Tian Han 001; Song-Chun Zhu (CoRR, 2021)

ValueNet: A New Dataset for Human Value Driven Dialogue System. - Liang Qiu 001; Yizhou Zhao; Jinchao Li; Pan Lu; Baolin Peng; Jianfeng Gao 001; Song-Chun Zhu (AAAI, 2022)

Learning from the Tangram to Solve Mini Visual Tasks. - Yizhou Zhao; Liang Qiu 001; Pan Lu; Feng Shi 006; Tian Han 001; Song-Chun Zhu (AAAI, 2022)

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. - Pan Lu; Swaroop Mishra; Tanglin Xia; Liang Qiu 001; Kai-Wei Chang; Song-Chun Zhu; Oyvind Tafjord; Peter Clark; Ashwin Kalyan (NeurIPS, 2022)

Towards Socially Intelligent Agents with Mental State Transition and Human Value. - Liang Qiu 001; Yizhou Zhao; Yuan Liang 001; Pan Lu; Weiyan Shi; Zhou Yu; Song-Chun Zhu (SIGDIAL, 2022)

Triangular Character Animation Sampling with Motion, Emotion, and Relation. - Yizhou Zhao; Liang Qiu 001; Wensi Ai; Pan Lu; Song-Chun Zhu (CoRR, 2022)

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. - Pan Lu; Swaroop Mishra; Tony Xia; Liang Qiu 001; Kai-Wei Chang; Song-Chun Zhu; Oyvind Tafjord; Peter Clark; Ashwin Kalyan (CoRR, 2022)

OpenD: A Benchmark for Language-Driven Door and Drawer Opening. - Yizhou Zhao; Qiaozi Gao; Liang Qiu 001; Govind Thattai; Gaurav S. Sukhatme (CoRR, 2022)

Conversational Modeling with Human Values, Social Relations, Mental States, and Structure Learning - Liang Qiu 001 (2022)

A Survey of Deep Learning for Mathematical Reasoning. - Pan Lu; Liang Qiu 001; Wenhao Yu 002; Sean Welleck; Kai-Wei Chang (ACL (1), 2023)

Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning. - Pan Lu; Liang Qiu 001; Kai-Wei Chang; Ying Nian Wu; Song-Chun Zhu; Tanmay Rajpurohit; Peter Clark; Ashwin Kalyan (ICLR, 2023)