| 2025 | EMNLP | SLIM: Subtrajectory-Level Elimination for More Effective Reasoning. | Xifeng Yao, Chengyuan Ma, Dongyu Lang, Yinhao Ni, Zhiwei Xu, Huarui Xie, Zihao Chen, Guang Shen, Dandan Tu, Yi Bai, Changzheng Zhang |
| 2023 | EMNLP | KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. | Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Z. Yao, Xiaohu Liu |
| 2023 | EMNLP | Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning. | Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo |
| 2023 | EMNLP | CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents. | Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo |
| 2023 | ICASSP | Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. | Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo |
| 2023 | IROS | An Avatar Robot Overlaid with the 3D Human Model of a Remote Operator. | Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada |
| 2023 | SIGIR | PersonalTM: Transformer Memory for Personalized Retrieval. | Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo |
| 2022 | ICASSP | Incremental User Embedding Modeling for Personalized Text Classification. | Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo |
| 2022 | NAACL | Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. | Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo |
| 2018 | ICASSP | Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. | Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Bjrn Hoffmeister |
| 2014 | ICASSP | Deep neural network trained with speaker representation for speaker normalization. | Yun Tang, Aanchan Mohan, Richard C. Rose, Chengyuan Ma |
| 2010 | ICASSP | A comparative study on system combination schemes for LVCSR. | Chengyuan Ma, Hong-Kwang Jeff Kuo, Hagen Soltau, Xiaodong Cui, Upendra V. Chaudhari, Lidia Mangu, Chin-Hui Lee |
| 2009 | ICASSP | A detection-based approach to broadcast news video story segmentation. | Chengyuan Ma, Byungki Byun, Ilseo Kim, Chin-Hui Lee |
| 2008 | ICASSP | Unsupervised anchor shot detection using multi-modal spectral clustering. | Chengyuan Ma, Chin-Hui Lee |
| 2008 | ICIP | An experimental study on discriminative concept classifier combination for TRECVID high-level feature extraction. | Byungki Byun, Chengyuan Ma, Chin-Hui Lee |
| 2008 | ICPR | An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection. | Chengyuan Ma, Chin-Hui Lee |
| 2007 | ICASSP | Finding Speaker Identities with a Conditional Maximum Entropy Model. | Chengyuan Ma, Patrick Nguyen, Milind Mahajan |
| 2007 | Interspeech | Detection-based ASR in the automatic speech attribute transcription project. | Ilana Bromberg, Qian Qian, Jun Hou, Jinyu Li, Chengyuan Ma, Brett Matthews, Antonio Moreno-Daniel, Jeremy Morris, Sabato Marco Siniscalchi, Yu Tsao, Yu Wang |
| 2007 | Interspeech | A study on word detector design and knowledge-based pruning and rescoring. | Chengyuan Ma, Chin-Hui Lee |
| 2006 | Interspeech | A study on detection based automatic speech recognition. | Chengyuan Ma, Yu Tsao, Chin-Hui Lee |
| 2004 | ICASSP | Vocabulary-independent search in spontaneous speech. | Frank Seide, Peng Yu, Chengyuan Ma, Eric Chang |
| 2003 | ICASSP | Comparison of discriminative training methods for speaker verification. | Chengyuan Ma, Eric Chang |
| 2003 | Interspeech | Learning to boost GMM based speaker verification. | Stan Z. Li, Dong Zhang, Chengyuan Ma, Heung-Yeung Shum, Eric Chang |
| 2003 | Interspeech | An improved model-based speaker segmentation system. | Peng Yu, Frank Seide, Chengyuan Ma, Eric Chang |