Chengyuan Ma

74 papers A* 1A 7B 2C 1Misc 7Journal 41Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Privacy-Preserving and Collusion-Resistant Data Query Scheme for Vehicular Platoons.
IEEE Trans. Netw. Serv. Manag.
Chengyuan Ma, Peng Hu, Tianjiao Ni, Ying Liu, Liangchen Hu, Kaizhong Zuo, Fulong Chen, Yonglong Luo
2026 J jnl
ReIn: Conversational Error Recovery with Reasoning Inception.
CoRR
Takyoung Kim, Jinseok Nam, Chandrayee Basu, Xing Fan, Chengyuan Ma, Heng Ji, Gokhan Tur, Dilek Hakkani-Tür
2026 J jnl
Robustness and Resilience Evaluation of Eco-Driving Strategies at Signalized Intersections.
CoRR
Zhaohui Liang, Chengyuan Ma, Keke Long, Xiaopeng Li
2026 J jnl
TLDiffGAN: A Latent Diffusion-GAN Framework with Temporal Information Fusion for Anomalous Sound Detection.
CoRR
Chengyuan Ma, Peng Jia, Hongyue Guo, Wenming Yang
2026 J jnl
VividVoice: A Unified Framework for Scene-Aware Visually-Driven Speech Synthesis.
CoRR
Chengyuan Ma, Jiawei Jin, Ruijie Xiong, Chunxiang Jin, Canxiang Yan, Wenming Yang
2025 J jnl
Assessing Markov Property in Driving Behaviors: Insights from Statistical Tests.
CoRR
Zheng Li, Haoming Meng, Chengyuan Ma, Ke Ma, Xiaopeng Li
2025 J jnl
Asynchronous decentralized traffic signal coordinated control in urban road network.
Comput. Aided Civ. Infrastructure Eng.
Jichen Zhu, Chengyuan Ma, Yuqi Shi, Yanqing Yang, Yuzheng Guo, Xiaoguang Yang
2025 A conf
AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis.
ICME
Dan Luo, Chengyuan Ma, Weiqin Li, Jun Wang, Wei Chen, Zhiyong Wu
2025 J jnl
AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis.
CoRR
Dan Luo, Chengyuan Ma, Weiqin Li, Jun Wang, Wei Chen, Zhiyong Wu
2025 J jnl
Benchmarking Tesla's Traffic Light and Stop Sign Control: Field Dataset and Behavior Insights.
CoRR
Zheng Li, Peng Zhang, Shixiao Liang, Hang Zhou, Chengyuan Ma, Handong Yao, Qianwen Li, Xiaopeng Li
2025 J jnl
CATS-V2V: A Real-World Vehicle-to-Vehicle Cooperative Perception Dataset with Complex Adverse Traffic Scenarios.
CoRR
Hangyu Li, Bofeng Cao, Zhaohui Liang, Wuzhen Li, Juyoung Oh, Yuxuan Chen, Shixiao Liang, Hang Zhou, Chengyuan Ma, Jiaxi Liu, Zheng Li, Peng Zhang, Keke Long, Maolin Liu, Jackson Jiang, Chunlei Yu, Shengxiang Liu, Hongkai Yu, Xiaopeng Li
2025 J jnl
ESTM: An Enhanced Dual-Branch Spectral-Temporal Mamba for Anomalous Sound Detection.
CoRR
Chengyuan Ma, Peng Jia, Hongyue Guo, Wenming Yang
2025 J jnl
ESTM: An Enhanced Dual-Branch Spectral-Temporal Mamba for Anomalous Sound Detection.
IEEE Signal Process. Lett.
Chengyuan Ma, Peng Jia, Hongyue Guo, Wenming Yang
2025 J jnl
MAC: A Multi-Agent Framework for Interactive User Clarification in Multi-turn Conversations.
CoRR
Emre Can Acikgoz, Jinoh Oh, Joo Hyuk Jeon, Jie Hao, Heng Ji, Dilek Hakkani-Tür, Gokhan Tur, Xiang Li, Chengyuan Ma, Xing Fan
2025 J jnl
Real-Time Lane-Level Crash Detection on Freeways Using Sparse Telematics Data.
CoRR
Shixiao Liang, Chengyuan Ma, Pei Li, Haotian Shi, Jiaxi Liu, Hang Zhou, Keke Long, Bofeng Cao, Todd Szymkowski, Xiaopeng Li
2025 — conf
SLIM: Subtrajectory-Level Elimination for More Effective Reasoning.
EMNLP (Findings)
Xifeng Yao, Chengyuan Ma, Dongyu Lang, Yinhao Ni, Zhiwei Xu, Huarui Xie, Zihao Chen, Guang Shen, Dandan Tu, Yi Bai, Changzheng Zhang
2025 J jnl
SLIM: Subtrajectory-Level Elimination for More Effective Reasoning.
CoRR
Xifeng Yao, Chengyuan Ma, Dongyu Lang, Yinhao Ni, Zhiwei Xu, Huarui Xie, Zihao Chen, Guang Shen, Dandan Tu, Yi Bai, Changzheng Zhang
2025 J jnl
SRA-CP: Spontaneous Risk-Aware Selective Cooperative Perception.
CoRR
Jiaxi Liu, Chengyuan Ma, Hang Zhou, Weizhe Tang, Shixiao Liang, Haoyang Ding, Xiaopeng Li, Bin Ran
2025 J jnl
SpeakRL: Synergizing Reasoning, Speaking, and Acting in Language Models with Reinforcement Learning.
CoRR
Emre Can Acikgoz, Jinoh Oh, Jie Hao, Joo Hyuk Jeon, Heng Ji, Dilek Hakkani-Tür, Gokhan Tur, Xiang Li, Chengyuan Ma, Xing Fan
2025 J jnl
Towards Full-Scenario Safety Evaluation of Automated Vehicles: A Volume-Based Method.
CoRR
Hang Zhou, Chengyuan Ma, Shiyu Shen, Zhaohui Liang, Xiaopeng Li
2024 J jnl
A hybrid reliability assessment method based on health index construction and reliability modeling for rolling bearing.
Qual. Reliab. Eng. Int.
Yuan-Jian Yang, Chengyuan Ma, Gui-hua Liu, Hao Lu, Le Dai, Jia-Lun Wan, Junyu Guo
2024 — conf
Demonstrating Language-Grounded Motion Controller.
Robotics: Science and Systems
Ravi Tejwani, Chengyuan Ma, Paco Gomez-Paz, Paolo Bonato, Haruhiko Asada
2024 J jnl
Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion.
IEEE Intell. Transp. Syst. Mag.
Cheng Zhang, Wei Ma, Jing Zhao, Chengyuan Ma, Yuelong Su, Xiaoguang Yang
2024 J jnl
Goal-based Neural Physics Vehicle Trajectory Prediction Model.
CoRR
Rui Gan, Haotian Shi, Pei Li, Keshu Wu, Bocheng An, Linheng Li, Junyi Ma, Chengyuan Ma, Bin Ran
2024 J jnl
Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving.
CoRR
Zilin Huang, Zihao Sheng, Chengyuan Ma, Sikai Chen
2024 J jnl
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs.
CoRR
Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu
2024 C conf
Testing Cellular Vehicle-to-Everything Communication Performance and Feasibility in Automated Vehicles
IV
Zhaohui Liang, Jihun Han, Xiaopeng Li, Dominik Karbowski, Chengyuan Ma, Aymeric Rousseau
2023 A conf
An Avatar Robot Overlaid with the 3D Human Model of a Remote Operator.
IROS
Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada
2023 J jnl
An Avatar Robot Overlaid with the 3D Human Model of a Remote Operator.
CoRR
Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada
2023 — conf
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents.
EMNLP (Industry Track)
Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo
2023 J jnl
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.
CoRR
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
2023 Misc conf
Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.
ICASSP
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
2023 — conf
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning.
EMNLP (Industry Track)
Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo
2023 — conf
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.
EMNLP (Findings)
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Z. Yao, Xiaohu Liu
2023 J jnl
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.
CoRR
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Z. Yao, Derek Liu
2023 J jnl
Language Control in Robotics.
CoRR
Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada
2023 J jnl
Optimization based trajectory planner for multilane roundabouts with connected automation.
J. Intell. Transp. Syst.
Keke Long, Zhibo Gao, Zehao Jiang, Chengyuan Ma, Jia Hu, Xiaoguang Yang
2023 A* conf
PersonalTM: Transformer Memory for Personalized Retrieval.
SIGIR
Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo
2023 J jnl
Signal timing at an isolated intersection under mixed traffic environment with self-organizing connected and automated vehicles.
Comput. Aided Civ. Infrastructure Eng.
Chengyuan Ma, Chunhui Yu, Cheng Zhang, Xiaoguang Yang
2023 — conf
Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles.
ITSC
Chengyuan Ma, Xiaopeng Li, Ke Ma, Peng Zhang, Keke Long, Sikai Chen
2022 — conf
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.
RepL4NLP@ACL
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
2022 J jnl
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.
CoRR
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
2022 Misc conf
Incremental User Embedding Modeling for Personalized Text Classification.
ICASSP
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
2022 J jnl
Incremental user embedding modeling for personalized text classification.
CoRR
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
2022 J jnl
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems.
CoRR
Zhongkai Sun, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Chenlei Guo
2022 — conf
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.
NAACL-HLT (Industry Papers)
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
2022 J jnl
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.
CoRR
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
2021 J jnl
Trajectory Planning for Connected and Automated Vehicles at Isolated Signalized Intersections under Mixed Traffic Environment.
CoRR
Chengyuan Ma, Chunhui Yu, Xiaoguang Yang
2021 — conf
VAE based Text Style Transfer with Pivot Words Enhancement Learning.
ICON
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
2021 J jnl
VAE based Text Style Transfer with Pivot Words Enhancement Learning.
CoRR
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
2020 J jnl
Integrated Optimization of Traffic Signals and Vehicle Trajectories at Intersection With the Consideration of Safety During Signal Change.
IEEE Access
Keke Long, Chengyuan Ma, Zehao Jiang, Yizhe Wang, Xiaoguang Yang
2020 — conf
Signal Timing Optimization for Isolated Intersections under Mixed Traffic Environment.
ITSC
Chengyuan Ma, Chunhui Yu, Jintao Lai, Xiaoguang Yang
2018 Misc conf
Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems.
ICASSP
Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
2018 — conf
LSTM-Based Whisper Detection.
SLT
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
2018 J jnl
LSTM-based Whisper Detection.
CoRR
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
2014 Misc conf
Deep neural network trained with speaker representation for speaker normalization.
ICASSP
Yun Tang, Aanchan Mohan, Richard C. Rose, Chengyuan Ma
2011 J jnl
A Regularized Maximum Figure-of-Merit (rMFoM) Approach to Supervised and Semi-Supervised Learning.
IEEE Trans. Speech Audio Process.
Chengyuan Ma, Chin-Hui Lee
2010 Misc conf
A comparative study on system combination schemes for LVCSR.
ICASSP
Chengyuan Ma, Hong-Kwang Jeff Kuo, Hagen Soltau, Xiaodong Cui, Upendra V. Chaudhari, Lidia Mangu, Chin-Hui Lee
2010 — —
A detection-based pattern recognition framework and its applications.
Chengyuan Ma
2009 Misc conf
A detection-based approach to broadcast news video story segmentation.
ICASSP
Chengyuan Ma, Byungki Byun, Ilseo Kim, Chin-Hui Lee
2008 B conf
An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection.
ICPR
Chengyuan Ma, Chin-Hui Lee
2008 B conf
An experimental study on discriminative concept classifier combination for TRECVID high-level feature extraction.
ICIP
Byungki Byun, Chengyuan Ma, Chin-Hui Lee
2008 Misc conf
Unsupervised anchor shot detection using multi-modal spectral clustering.
ICASSP
Chengyuan Ma, Chin-Hui Lee
2007 A conf
A study on word detector design and knowledge-based pruning and rescoring.
INTERSPEECH
Chengyuan Ma, Chin-Hui Lee
2007 A conf
Detection-based ASR in the automatic speech attribute transcription project.
INTERSPEECH
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 — conf
Finding Speaker Identities with a Conditional Maximum Entropy Model.
ICASSP (4)
Chengyuan Ma, Patrick Nguyen, Milind Mahajan
2006 A conf
A study on detection based automatic speech recognition.
INTERSPEECH
Chengyuan Ma, Yu Tsao, Chin-Hui Lee
2005 J jnl
Vocabulary-Independent Indexing of Spontaneous Speech.
IEEE Trans. Speech Audio Process.
Peng Yu, Kaijiang Chen, Chengyuan Ma, Frank Seide
2004 — conf
Vocabulary-independent search in spontaneous speech.
ICASSP (1)
Frank Seide, Peng Yu, Chengyuan Ma, Eric Chang
2003 A conf
An improved model-based speaker segmentation system.
INTERSPEECH
Peng Yu, Frank Seide, Chengyuan Ma, Eric Chang
2003 — conf
Comparison of discriminative training methods for speaker verification.
ICASSP (1)
Chengyuan Ma, Eric Chang
2003 J jnl
Discriminatory Sparse Coding and Its Application to Face Recognition.
Int. J. Image Graph.
Jun Sun, Wenyuan Wang, Qing Zhuo, Chengyuan Ma
2003 A conf
Learning to boost GMM based speaker verification.
INTERSPEECH
Stan Z. Li, Dong Zhang, Chengyuan Ma, Heung-Yeung Shum, Eric Chang
2001 J jnl
Sparse image coding with clustering property and its application to face recognition.
Pattern Recognit.
Jun Sun, Qing Zhuo, Chengyuan Ma, Wenyuan Wang