Chengyuan Ma

According to our database, Chengyuan Ma authored at least 45 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion.

Cheng Zhang, Wei Ma, Jing Zhao, Chengyuan Ma, Yuelong Su, Xiaoguang Yang

IEEE Intell. Transp. Syst. Mag., 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

Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs.

Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu

CoRR, 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

Testing Cellular Vehicle-to-Everything Communication Performance and Feasibility in Automated Vehicles ^*.

Zhaohui Liang, Jihun Han, Xiaopeng Li, Dominik Karbowski, Chengyuan Ma, Aymeric Rousseau

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

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., September, 2023

Optimization based trajectory planner for multilane roundabouts with connected automation.

Keke Long, Zhibo Gao, Zehao Jiang, Chengyuan Ma, Jia Hu, Xiaoguang Yang

J. Intell. Transp. Syst., May, 2023

Language Control in Robotics.

Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada

CoRR, 2023

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.

Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Derek Liu

CoRR, 2023

PersonalTM: Transformer Memory for Personalized Retrieval.

Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles.

Chengyuan Ma, Xiaopeng Li, Ke Ma, Peng Zhang, Keke Long, Sikai Chen

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 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

Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.

Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.

Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Xiaohu Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

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

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

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.

Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Incremental User Embedding Modeling for Personalized Text Classification.

Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Trajectory Planning for Connected and Automated Vehicles at Isolated Signalized Intersections under Mixed Traffic Environment.

Chengyuan Ma, Chunhui Yu, Xiaoguang Yang

CoRR, 2021

VAE based Text Style Transfer with Pivot Words Enhancement Learning.

Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo

Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

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

Signal Timing Optimization for Isolated Intersections under Mixed Traffic Environment.

Chengyuan Ma, Chunhui Yu, Jintao Lai, Xiaoguang Yang

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2018

LSTM-Based Whisper Detection.

Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

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

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2014

Deep neural network trained with speaker representation for speaker normalization.

Yun Tang, Aanchan Mohan, Richard C. Rose, Chengyuan Ma

Proceedings of the IEEE International Conference on Acoustics, 2014

2011

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

2010

A detection-based pattern recognition framework and its applications.

Chengyuan Ma

PhD thesis, 2010

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

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

A detection-based approach to broadcast news video story segmentation.

Chengyuan Ma, Byungki Byun, Ilseo Kim, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection.

Chengyuan Ma, Chin-Hui Lee

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An experimental study on discriminative concept classifier combination for TRECVID high-level feature extraction.

Byungki Byun, Chengyuan Ma, Chin-Hui Lee

Proceedings of the International Conference on Image Processing, 2008

Unsupervised anchor shot detection using multi-modal spectral clustering.

Chengyuan Ma, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

A study on word detector design and knowledge-based pruning and rescoring.

Chengyuan Ma, Chin-Hui Lee

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

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

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Finding Speaker Identities with a Conditional Maximum Entropy Model.

Chengyuan Ma, Patrick Nguyen, Milind Mahajan

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

A study on detection based automatic speech recognition.

Chengyuan Ma, Yu Tsao, Chin-Hui Lee

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005

Vocabulary-Independent Indexing of Spontaneous Speech.

Peng Yu, Kaijiang Chen, Chengyuan Ma, Frank Seide

IEEE Trans. Speech Audio Process., 2005

2004

Vocabulary-independent search in spontaneous speech.

Frank Seide, Peng Yu, Chengyuan Ma, Eric Chang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Discriminatory Sparse Coding and Its Application to Face Recognition.

Jun Sun, Wenyuan Wang, Qing Zhuo, Chengyuan Ma

Int. J. Image Graph., 2003

An improved model-based speaker segmentation system.

Peng Yu, Frank Seide, Chengyuan Ma, Eric Chang

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Learning to boost GMM based speaker verification.

Stan Z. Li, Dong Zhang, Chengyuan Ma, Heung-Yeung Shum, Eric Chang

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Comparison of discriminative training methods for speaker verification.

Chengyuan Ma, Eric Chang

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001

Sparse image coding with clustering property and its application to face recognition.

Jun Sun, Qing Zhuo, Chengyuan Ma, Wenyuan Wang

Pattern Recognit., 2001