Sparse image coding with clustering property and its application to face recognition. - Jun Sun 004; Qing Zhuo; Chengyuan Ma; Wenyuan Wang (Pattern Recognit., 2001)

Comparison of discriminative training methods for speaker verification. - Chengyuan Ma; Eric Chang (ICASSP (1), 2003)

Learning to boost GMM based speaker verification. - Stan Z. Li; Dong Zhang 001; Chengyuan Ma; Heung-Yeung Shum; Eric Chang (INTERSPEECH, 2003)

An improved model-based speaker segmentation system. - Peng Yu; Frank Seide; Chengyuan Ma; Eric Chang (INTERSPEECH, 2003)

Discriminatory Sparse Coding and Its Application to Face Recognition. - Jun Sun 004; Wenyuan Wang; Qing Zhuo; Chengyuan Ma (Int. J. Image Graph., 2003)

Vocabulary-independent search in spontaneous speech. - Frank Seide; Peng Yu; Chengyuan Ma; Eric Chang (ICASSP (1), 2004)

Vocabulary-Independent Indexing of Spontaneous Speech. - Peng Yu; Kaijiang Chen; Chengyuan Ma; Frank Seide (IEEE Trans. Speech Audio Process., 2005)

A study on detection based automatic speech recognition. - Chengyuan Ma; Yu Tsao 001; Chin-Hui Lee 001 (INTERSPEECH, 2006)

Finding Speaker Identities with a Conditional Maximum Entropy Model. - Chengyuan Ma; Patrick Nguyen; Milind Mahajan (ICASSP (4), 2007)

Detection-based ASR in the automatic speech attribute transcription project. - Ilana Bromberg; Qian Qian; Jun Hou; Jinyu Li 001; Chengyuan Ma; Brett Matthews; Antonio Moreno-Daniel; Jeremy Morris; Sabato Marco Siniscalchi; Yu Tsao 001; Yu Wang 001 (INTERSPEECH, 2007)

A study on word detector design and knowledge-based pruning and rescoring. - Chengyuan Ma; Chin-Hui Lee (INTERSPEECH, 2007)

Unsupervised anchor shot detection using multi-modal spectral clustering. - Chengyuan Ma; Chin-Hui Lee (ICASSP, 2008)

An experimental study on discriminative concept classifier combination for TRECVID high-level feature extraction. - Byungki Byun; Chengyuan Ma; Chin-Hui Lee (ICIP, 2008)

An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection. - Chengyuan Ma; Chin-Hui Lee (ICPR, 2008)

A detection-based approach to broadcast news video story segmentation. - Chengyuan Ma; Byungki Byun; Ilseo Kim; Chin-Hui Lee (ICASSP, 2009)

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 (ICASSP, 2010)

A detection-based pattern recognition framework and its applications. - Chengyuan Ma (2010)

A Regularized Maximum Figure-of-Merit (rMFoM) Approach to Supervised and Semi-Supervised Learning. - Chengyuan Ma; Chin-Hui Lee (IEEE Trans. Speech Audio Process., 2011)

Deep neural network trained with speaker representation for speaker normalization. - Yun Tang; Aanchan Mohan; Richard C. Rose; Chengyuan Ma (ICASSP, 2014)

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; Björn Hoffmeister (ICASSP, 2018)

LSTM-Based Whisper Detection. - Zeynab Raeesy; Kellen Gillespie; Chengyuan Ma; Thomas Drugman; Jiacheng Gu; Roland Maas; Ariya Rastrow; Björn Hoffmeister (SLT, 2018)

Signal Timing Optimization for Isolated Intersections under Mixed Traffic Environment. - Chengyuan Ma; Chunhui Yu; Jintao Lai; Xiaoguang Yang (ITSC, 2020)

Integrated Optimization of Traffic Signals and Vehicle Trajectories at Intersection With the Consideration of Safety During Signal Change. - Keke Long; Chengyuan Ma; Zehao Jiang; Yizhe Wang; Xiaoguang Yang (IEEE Access, 2020)

VAE based Text Style Transfer with Pivot Words Enhancement Learning. - Haoran Xu; Sixing Lu; Zhongkai Sun; Chengyuan Ma; Chenlei Guo (ICON, 2021)

Trajectory Planning for Connected and Automated Vehicles at Isolated Signalized Intersections under Mixed Traffic Environment. - Chengyuan Ma; Chunhui Yu; Xiaoguang Yang (CoRR, 2021)

Incremental User Embedding Modeling for Personalized Text Classification. - Ruixue Lian; Che-Wei Huang; Yuqing Tang; Qilong Gu; Chengyuan Ma; Chenlei Guo (ICASSP, 2022)

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. - Pragaash Ponnusamy; Clint Solomon Mathialagan; Gustavo Aguilar; Chengyuan Ma; Chenlei Guo (NAACL-HLT (Industry Papers), 2022)

A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. - Md Mofijul Islam; Gustavo Aguilar; Pragaash Ponnusamy; Clint Solomon Mathialagan; Chengyuan Ma; Chenlei Guo (RepL4NLP@ACL, 2022)

Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems. - Zhongkai Sun; Sixing Lu; Chengyuan Ma; Xiaohu Liu; Chenlei Guo (CoRR, 2022)

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. - Yichuan Li 001; Jialong Han; Kyumin Lee; Chengyuan Ma; Benjamin Z. Yao; Xiaohu Liu (EMNLP (Findings), 2023)

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 (EMNLP (Industry Track), 2023)

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 (EMNLP (Industry Track), 2023)

Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. - Ruolin Su; Zhongkai Sun; Sixing Lu; Chengyuan Ma; Chenlei Guo (ICASSP, 2023)

An Avatar Robot Overlaid with the 3D Human Model of a Remote Operator. - Ravi Tejwani; Chengyuan Ma; Paolo Bonato; H. Harry Asada (IROS, 2023)

Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles. - Chengyuan Ma; Xiaopeng Li; Ke Ma; Peng Zhang; Keke Long; Sikai Chen (ITSC, 2023)

PersonalTM: Transformer Memory for Personalized Retrieval. - Ruixue Lian; Sixing Lu; Clint Solomon; Gustavo Aguilar; Pragaash Ponnusamy; Jialong Han; Chengyuan Ma; Chenlei Guo (SIGIR, 2023)

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. - Yichuan Li 001; Jialong Han; Kyumin Lee; Chengyuan Ma; Benjamin Z. Yao; Derek Liu (CoRR, 2023)

Language Control in Robotics. - Ravi Tejwani; Chengyuan Ma; Paolo Bonato; H. Harry Asada (CoRR, 2023)

Optimization based trajectory planner for multilane roundabouts with connected automation. - Keke Long; Zhibo Gao; Zehao Jiang; Chengyuan Ma; Jia Hu 003; Xiaoguang Yang (J. Intell. Transp. Syst., 2023)

Signal timing at an isolated intersection under mixed traffic environment with self-organizing connected and automated vehicles. - Chengyuan Ma; Chunhui Yu; Cheng Zhang; Xiaoguang Yang (Comput. Aided Civ. Infrastructure Eng., 2023)

Testing Cellular Vehicle-to-Everything Communication Performance and Feasibility in Automated Vehicles *. - Zhaohui Liang; Jihun Han; Xiaopeng Li; Dominik Karbowski; Chengyuan Ma; Aymeric Rousseau (IV, 2024)

Demonstrating Language-Grounded Motion Controller. - Ravi Tejwani; Chengyuan Ma; Paco Gomez-Paz; Paolo Bonato; Haruhiko Asada (Robotics: Science and Systems, 2024)

Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving. - Zilin Huang; Zihao Sheng; Chengyuan Ma; Sikai Chen (CoRR, 2024)

Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs. - Zheng Zhang 047; Fan Yang; Ziyan Jiang; Zheng Chen 010; Zhengyang Zhao; Chengyuan Ma; Liang Zhao 002; Yang Liu (CoRR, 2024)

Goal-based Neural Physics Vehicle Trajectory Prediction Model. - Rui Gan; Haotian Shi; Pei Li; Keshu Wu; Bocheng An; Linheng Li; Junyi Ma; Chengyuan Ma; Bin Ran (CoRR, 2024)

Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion. - Cheng Zhang 036; Wei Ma; Jing Zhao 014; Chengyuan Ma; Yuelong Su; Xiaoguang Yang (IEEE Intell. Transp. Syst. Mag., 2024)

A hybrid reliability assessment method based on health index construction and reliability modeling for rolling bearing. - Yuan-Jian Yang; Chengyuan Ma; Gui-hua Liu; Hao Lu; Le Dai; Jia-Lun Wan; Junyu Guo 001 (Qual. Reliab. Eng. Int., 2024)

Assessing Markov Property in Driving Behaviors: Insights from Statistical Tests. - Zheng Li; Haoming Meng; Chengyuan Ma; Ke Ma; Xiaopeng Li (CoRR, 2025)

Asynchronous decentralized traffic signal coordinated control in urban road network. - Jichen Zhu; Chengyuan Ma; Yuqi Shi; Yanqing Yang; Yuzheng Guo; Xiaoguang Yang (Comput. Aided Civ. Infrastructure Eng., 2025)

AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis. - Dan Luo; Chengyuan Ma; Weiqin Li; Jun Wang; Wei Chen 071; Zhiyong Wu 001 (CoRR, 2025)

Towards Full-Scenario Safety Evaluation of Automated Vehicles: A Volume-Based Method. - Hang Zhou; Chengyuan Ma; Shiyu Shen; Zhaohui Liang; Xiaopeng Li (CoRR, 2025)