| 2025 | AAAI | Mental-Perceiver: Audio-Textual Multi-Modal Learning for Estimating Mental Disorders. | Jinghui Qin, Changsong Liu, Tianchi Tang, Dahuang Liu, Minghao Wang, Qianying Huang, Rumin Zhang |
| 2024 | CVPR | SFOD: Spiking Fusion Object Detector. | Yimeng Fan, Wei Zhang, Changsong Liu, Mingyang Li, Wenrui Lu |
| 2024 | ICDAR | HPSegNet: A Method for Handwritten and Printed Text Separation in Document Images. | Yu Chao, Changsong Liu, Liangrui Peng, Yanwei Wang |
| 2023 | ACIIDS | An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech. | Changsong Liu, Thi-Nga Ho, Eng Siong Chng |
| 2022 | ECCV | Incorporating Self-attention Mechanism and Multi-task Learning into Scene Text Detection. | Ning Ding, Liangrui Peng, Changsong Liu, Yuqi Zhang, Ruixue Zhang, Jie Li |
| 2022 | ICASSP | Domain Adaptation via Mutual Information Maximization for Handwriting Recognition. | Pei Tang, Liangrui Peng, Ruijie Yan, Haodong Shi, Gang Yao, Changsong Liu, Jie Li, Yuqi Zhang |
| 2019 | CVPR | Explainable AI as Collaborative Task Solving. | Arjun R. Akula, Changsong Liu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu |
| 2019 | ICCV | Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network. | Lingxue Song, Dihong Gong, Zhifeng Li, Changsong Liu, Wei Liu |
| 2019 | ICDAR | TH-GAN: Generative Adversarial Network Based Transfer Learning for Historical Chinese Character Recognition. | Junyang Cai, Liangrui Peng, Yejun Tang, Changsong Liu, Pengchao Li |
| 2019 | ICDAR | A Modified Inception-ResNet Network with Discriminant Weighting Loss for Handwritten Chinese Character Recognition. | Linhui Chen, Liangrui Peng, Gang Yao, Changsong Liu, Xudong Zhang |
| 2017 | ICCV | FoveaNet: Perspective-Aware Urban Scene Parsing. | Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng |
| 2017 | ICDAR | Semi-Supervised Transfer Learning for Convolutional Neural Network Based Chinese Character Recognition. | Yejun Tang, Bing Wu, Liangrui Peng, Changsong Liu |
| 2017 | ICDAR | Layout and Perspective Distortion Independent Recognition of Captured Chinese Document Image. | Yanwei Wang, Yuefang Sun, Changsong Liu |
| 2017 | ICDAR | Local Discriminant Training and Global Optimization for Convolutional Neural Network Based Handwritten Chinese Character Recognition. | Xiangsheng Zeng, Donglai Xiang, Liangrui Peng, Changsong Liu, Xiaoqing Ding |
| 2016 | AAAI | Task Learning through Visual Demonstration and Situated Dialogue. | Changsong Liu, Joyce Y. Chai, Nishant Shukla, Song-Chun Zhu |
| 2016 | EMNLP | Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration. | Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He, Song-Chun Zhu, Joyce Yue Chai |
| 2016 | NAACL | Grounded Semantic Role Labeling. | Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-Chun Zhu, Joyce Y. Chai |
| 2015 | AAAI | Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue. | Changsong Liu, Joyce Yue Chai |
| 2015 | CVPR | Heteroscedastic max-min distance analysis. | Bing Su, Xiaoqing Ding, Changsong Liu, Ying Wu |
| 2015 | ICPRAM | Application of Face Verification in Automated Passenger Clearance System. | Wentao Shen, Yicong Liang, Xiaoqing Ding, Changsong Liu |
| 2015 | MVA | A discriminative cascade CNN model for offline handwritten digit recognition. | Shulan Pan, Yanwei Wang, Changsong Liu, Xiaoqing Ding |
| 2015 | QRS | An AST-Based Approach to Classifying Defects. | Changsong Liu, Yangyang Zhao, Yibiao Yang, Hongmin Lu, Yuming Zhou, Baowen Xu |
| 2014 | ACL | Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse. | Changsong Liu, Lanbo She, Rui Fang, Joyce Y. Chai |
| 2014 | HRI | Collaborative effort towards common ground in situated human-robot dialogue. | Joyce Y. Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, Kenneth Hanson |
| 2014 | ICFHR | An MQDF-CNN Hybrid Model for Offline Handwritten Chinese Character Recognition. | Yanwei Wang, Xin Li, Changsong Liu, Xiaoqing Ding, Youxin Chen |
| 2013 | EMNLP | Towards Situated Dialogue: Revisiting Referring Expression Generation. | Rui Fang, Changsong Liu, Lanbo She, Joyce Y. Chai |
| 2013 | ICDAR | Cross-Language Sensitive Words Distribution Map: A Novel Recognition-Based Document Understanding Method for Uighur and Tibetan. | Bing Su, Xiaoqing Ding, Liangrui Peng, Changsong Liu |
| 2013 | ICDAR | A Novel Baseline-independent Feature Set for Arabic Handwriting Recognition. | Bing Su, Xiaoqing Ding, Liangrui Peng, Changsong Liu |
| 2013 | ICDAR | Similar Pattern Discriminant Analysis for Improving Chinese Character Recognition Accuracy. | Yanwei Wang, Changsong Liu, Xiaoqing Ding |
| 2013 | SIGdial | Modeling Collaborative Referring for Situated Referential Grounding. | Changsong Liu, Rui Fang, Lanbo She, Joyce Yue Chai |
| 2012 | ICMI | Integrating word acquisition and referential grounding towards physical world interaction. | Rui Fang, Changsong Liu, Joyce Yue Chai |
| 2012 | ICPR | Analyzing the information entropy of states to optimize the number of states in an HMM-based off-line handwritten Arabic word recognizer. | Zhiwei Jiang, Xiaoqing Ding, Liangrui Peng, Changsong Liu |
| 2012 | SIGdial | Towards Mediating Shared Perceptual Basis in Situated Dialogue. | Changsong Liu, Rui Fang, Joyce Yue Chai |
| 2011 | ICDAR | A Multi-scale Text Line Segmentation Method in Freestyle Handwritten Documents. | Yangdong Gao, Xiaoqing Ding, Changsong Liu |
| 2011 | ICDAR | A Novel Short Merged Off-line Handwritten Chinese Character String Segmentation Algorithm Using Hidden Markov Model. | Zhiwei Jiang, Xiaoqing Ding, Changsong Liu, Yanwei Wang |
| 2011 | ICDAR | MQDF Discriminative Learning Based Offline Handwritten Chinese Character Recognition. | Yanwei Wang, Xiaoqing Ding, Changsong Liu |
| 2011 | ICDAR | On-line Chinese Character Recognition System for Overlapping Samples. | Xiang Wan, Changsong Liu, Yanming Zou |
| 2011 | ICDAR | An Improved Scene Text Extraction Method Using Conditional Random Field and Optical Character Recognition. | Hongwei Zhang, Changsong Liu, Cheng Yang, Xiaoqing Ding, Kongqiao Wang |
| 2009 | IPAS | Eye blink detection based on eye contour extraction. | Liting Wang, Xiaoqing Ding, Chi Fang, Changsong Liu, Kongqiao Wang |
| 2008 | ICPR | Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines. | Yu Zhang, Changsong Liu, Xiaoqing Ding, Yanming Zou |
| 2006 | ICPR | On-line handwritten Chinese word recognition based on lexicon. | Zhengbin Yao, Xiaoqing Ding, Changsong Liu |
| 2003 | ICCV | A Cylindrical Surface Model to Rectify the Bound Document Image. | Huaigu Cao, Xiaoqing Ding, Changsong Liu |
| 2003 | ICDAR | Rectifying the Bound Document Image Captured by the Camera: A Model Based Approach. | Huaigu Cao, Xiaoqing Ding, Changsong Liu |
| 2002 | ICPR | Optimized Gabor Filter Based Feature Extraction for Character Recognition. | Xuewen Wang, Xiaoqing Ding, Changsong Liu |
| 2001 | ICDAR | An Automatic Performance Evaluation Method for Document Page Segmentation. | Liangrui Peng, Ming Chen, Changsong Liu, Xiaoqing Ding, Jirong Zheng |
| 2001 | ICDAR | Character Extraction and Recognition in Natural Scene Images. | Xuewen Wang, Xiaoqing Ding, Changsong Liu |
| 2001 | ICDAR | Form Frame Line Detection with Directional Single-Connected Chain. | Yefeng Zheng, Changsong Liu, Xiaoqing Ding, Shiyan Pan |
| 2000 | ICPR | Gray-Scale Character Image Recognition Based on Fuzzy DCT Transform Features. | Xuewen Wang, Xiaoqing Ding, Changsong Liu |
| 2000 | ICPR | Multi-Scale Feature Extraction and Nested-Subset Classifier Design for High Accuracy Handwritten Character Recognition. | Jiayong Zhang, Xiaoqing Ding, Changsong Liu |
| 1999 | ICDAR | Destination Address Block Location on Handwritten Chinese Envelope. | Junliang Xue, Xiaoqing Ding, Changsong Liu, Shiyan Pan, Hongwei Kong |