Chengyuan Ma

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 32

Top Venues

CoRR

ICASSP

ITSC

EMNLP (Industry Track)

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Cheng Zhang, Wei Ma, Jing Zhao, Chengyuan Ma, Yuelong Su, Xiaoguang Yang
Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion. IEEE Intell. Transp. Syst. Mag. 16 (1) (2024)
Zilin Huang, Zihao Sheng, Chengyuan Ma, Sikai Chen
Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving. CoRR (2024)
Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs. CoRR (2024)
Zhaohui Liang, Jihun Han, Xiaopeng Li, Dominik Karbowski, Chengyuan Ma, Aymeric Rousseau
. IV (2024)
Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada
An Avatar Robot Overlaid with the 3D Human Model of a Remote Operator. CoRR (2023)
Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada
An Avatar Robot Overlaid with the 3D Human Model of a Remote Operator. IROS (2023)
Chengyuan Ma, Chunhui Yu, Cheng Zhang, Xiaoguang Yang
Signal timing at an isolated intersection under mixed traffic environment with self-organizing connected and automated vehicles. Comput. Aided Civ. Infrastructure Eng. 38 (14) (2023)
Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning. EMNLP (Industry Track) (2023)
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. ICASSP (2023)
Chengyuan Ma, Xiaopeng Li, Ke Ma, Peng Zhang, Keke Long, Sikai Chen
Trajectory-Based Performance Ranking System of Low-Level Automated Vehicles. ITSC (2023)
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Derek Liu
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. CoRR (2023)
Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo
PersonalTM: Transformer Memory for Personalized Retrieval. SIGIR (2023)
Keke Long, Zhibo Gao, Zehao Jiang, Chengyuan Ma, Jia Hu, Xiaoguang Yang
Optimization based trajectory planner for multilane roundabouts with connected automation. J. Intell. Transp. Syst. 27 (3) (2023)
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Xiaohu Liu
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. EMNLP (Findings) (2023)
Ruolin Su, Zhongkai Sun, Sixing Lu, Chengyuan Ma, Chenlei Guo
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer. CoRR (2023)
Ravi Tejwani, Chengyuan Ma, Paolo Bonato, H. Harry Asada
Language Control in Robotics. CoRR (2023)
Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents. EMNLP (Industry Track) (2023)
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. CoRR (2022)
Zhongkai Sun, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Chenlei Guo
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems. CoRR (2022)
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. RepL4NLP@ACL (2022)
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. NAACL-HLT (Industry Papers) (2022)
Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. CoRR (2022)
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
Incremental user embedding modeling for personalized text classification. CoRR (2022)
Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo
Incremental User Embedding Modeling for Personalized Text Classification. ICASSP (2022)
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
VAE based Text Style Transfer with Pivot Words Enhancement Learning. ICON (2021)
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo
VAE based Text Style Transfer with Pivot Words Enhancement Learning. CoRR (2021)
Chengyuan Ma, Chunhui Yu, Xiaoguang Yang
Trajectory Planning for Connected and Automated Vehicles at Isolated Signalized Intersections under Mixed Traffic Environment. CoRR (2021)
Keke Long, Chengyuan Ma, Zehao Jiang, Yizhe Wang, Xiaoguang Yang
Integrated Optimization of Traffic Signals and Vehicle Trajectories at Intersection With the Consideration of Safety During Signal Change. IEEE Access 8 (2020)
Chengyuan Ma, Chunhui Yu, Jintao Lai, Xiaoguang Yang
Signal Timing Optimization for Isolated Intersections under Mixed Traffic Environment. ITSC (2020)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-Based Whisper Detection. SLT (2018)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-based Whisper Detection. CoRR (2018)
Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. ICASSP (2018)
Yun Tang, Aanchan Mohan, Richard C. Rose, Chengyuan Ma
Deep neural network trained with speaker representation for speaker normalization. ICASSP (2014)
Chengyuan Ma, Chin-Hui Lee
A Regularized Maximum Figure-of-Merit (rMFoM) Approach to Supervised and Semi-Supervised Learning. IEEE Trans. Speech Audio Process. 19 (5) (2011)
Chengyuan Ma, Hong-Kwang Jeff Kuo, Hagen Soltau, Xiaodong Cui, Upendra V. Chaudhari, Lidia Mangu, Chin-Hui Lee
A comparative study on system combination schemes for LVCSR. ICASSP (2010)
Chengyuan Ma, Byungki Byun, Ilseo Kim, Chin-Hui Lee
A detection-based approach to broadcast news video story segmentation. ICASSP (2009)
Byungki Byun, Chengyuan Ma, Chin-Hui Lee
An experimental study on discriminative concept classifier combination for TRECVID high-level feature extraction. ICIP (2008)
Chengyuan Ma, Chin-Hui Lee
Unsupervised anchor shot detection using multi-modal spectral clustering. ICASSP (2008)
Chengyuan Ma, Chin-Hui Lee
An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection. ICPR (2008)
Ilana Bromberg, Qian Qian, Jun Hou, Jinyu Li, Chengyuan Ma, Brett Matthews, Antonio Moreno-Daniel, Jeremy Morris, Sabato Marco Siniscalchi, Yu Tsao, Yu Wang
Detection-based ASR in the automatic speech attribute transcription project. INTERSPEECH (2007)
Chengyuan Ma, Chin-Hui Lee
A study on word detector design and knowledge-based pruning and rescoring. INTERSPEECH (2007)
Chengyuan Ma, Patrick Nguyen, Milind Mahajan
Finding Speaker Identities with a Conditional Maximum Entropy Model. ICASSP (4) (2007)
Chengyuan Ma, Yu Tsao, Chin-Hui Lee
A study on detection based automatic speech recognition. INTERSPEECH (2006)
Peng Yu, Kaijiang Chen, Chengyuan Ma, Frank Seide
Vocabulary-Independent Indexing of Spontaneous Speech. IEEE Trans. Speech Audio Process. 13 (5-1) (2005)
Frank Seide, Peng Yu, Chengyuan Ma, Eric Chang
Vocabulary-independent search in spontaneous speech. ICASSP (1) (2004)
Jun Sun, Wenyuan Wang, Qing Zhuo, Chengyuan Ma
Discriminatory Sparse Coding and Its Application to Face Recognition. Int. J. Image Graph. 3 (3) (2003)
Peng Yu, Frank Seide, Chengyuan Ma, Eric Chang
An improved model-based speaker segmentation system. INTERSPEECH (2003)
Stan Z. Li, Dong Zhang, Chengyuan Ma, Heung-Yeung Shum, Eric Chang
Learning to boost GMM based speaker verification. INTERSPEECH (2003)
Chengyuan Ma, Eric Chang
Comparison of discriminative training methods for speaker verification. ICASSP (1) (2003)
Jun Sun, Qing Zhuo, Chengyuan Ma, Wenyuan Wang
Sparse image coding with clustering property and its application to face recognition. Pattern Recognit. 34 (9) (2001)

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Publication Activity (10 Years)

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Chengyuan Ma