Chengyuan Ma

Orcid: 0000-0002-6337-0450

According to our database1, Chengyuan Ma authored at least 42 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion.
IEEE Intell. Transp. Syst. Mag., 2024

Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving.
CoRR, 2024

2023
Signal timing at an isolated intersection under mixed traffic environment with self-organizing connected and automated vehicles.
Comput. Aided Civ. Infrastructure Eng., September, 2023

Optimization based trajectory planner for multilane roundabouts with connected automation.
J. Intell. Transp. Syst., May, 2023

Language Control in Robotics.
CoRR, 2023

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.
CoRR, 2023

PersonalTM: Transformer Memory for Personalized Retrieval.
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.
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.
IROS, 2023

Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer.
Proceedings of the IEEE International Conference on Acoustics, 2023

CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents.
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.
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.
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.
CoRR, 2022

A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.
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.
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.
CoRR, 2021

VAE based Text Style Transfer with Pivot Words Enhancement Learning.
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.
IEEE Access, 2020

Signal Timing Optimization for Isolated Intersections under Mixed Traffic Environment.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2018
LSTM-Based Whisper Detection.
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.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2014
Deep neural network trained with speaker representation for speaker normalization.
Proceedings of the IEEE International Conference on Acoustics, 2014

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

2010
A detection-based pattern recognition framework and its applications.
PhD thesis, 2010

A comparative study on system combination schemes for LVCSR.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
A detection-based approach to broadcast news video story segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
An efficient gradient computation approach to discriminative fusion optimization in semantic concept detection.
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.
Proceedings of the International Conference on Image Processing, 2008

Unsupervised anchor shot detection using multi-modal spectral clustering.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
A study on word detector design and knowledge-based pruning and rescoring.
Proceedings of the INTERSPEECH 2007, 2007

Detection-based ASR in the automatic speech attribute transcription project.
Proceedings of the INTERSPEECH 2007, 2007

Finding Speaker Identities with a Conditional Maximum Entropy Model.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A study on detection based automatic speech recognition.
Proceedings of the INTERSPEECH 2006, 2006

2005
Vocabulary-Independent Indexing of Spontaneous Speech.
IEEE Trans. Speech Audio Process., 2005

2004
Vocabulary-independent search in spontaneous speech.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Discriminatory Sparse Coding and Its Application to Face Recognition.
Int. J. Image Graph., 2003

An improved model-based speaker segmentation system.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Learning to boost GMM based speaker verification.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Comparison of discriminative training methods for speaker verification.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
Sparse image coding with clustering property and its application to face recognition.
Pattern Recognit., 2001


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