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Mengxin Ren

Cross-Domain Audio Deepfake Detection: Dataset and Analysis
2024 · Yuang Li, Min Zhang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 17
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Using Large Language Model for End-to-End Chinese ASR and NER
2024 · Yuang Li, Jiawei Yu, et al. · Interspeech (USB) · 7
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A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting
2024 · Yuang Li, Min Zhang, et al. · Interspeech (USB) · 3
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Neural Barrier Certificates Synthesis of NN-Controlled Continuous Systems via Counterexample-Guided Learning
2024 · Hanrui Zhao, Niuniu Qi, et al. · Proceedings - ACM IEEE Design Automation Conference · 3
Safe Reinforcement Learning for NN-Controlled Systems With Neural Barrier Certificate Guidance
2025 · Hanrui Zhao, Mengxin Ren, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 1
Learning-Aided Safe Controller Synthesis with Formal Guarantees via Vector Barrier Certificates
2025 · Xia Zeng, Mengxin Ren, et al. · Proceedings - ACM IEEE Design Automation Conference · 1
Formal Safety Verification for Nonlinear Systems with Generative Barrier Certificate
2026 · Mengxin Ren, Hanrui Zhao · Lecture notes in computer science
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Incremental Synthesis of Safe Controller Guided by Learning-Enabled Barrier Certificates with Efficient LP Verification
2026 · Niuniu Qi, Hanrui Zhao, et al. · Lecture notes in computer science
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Provably Safe Controller Synthesis via Learning-Assisted Vector Barrier Certificates Generation
2026 · Mengxin Ren, Zhengfeng Yang, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A Unified Framework for Document-Level Translation and Repair With Global Awareness
2025 · Xinglin Lyu, Junhui Li, et al. · IEEE Transactions on Audio Speech and Language Processing
Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework
2025 · Hanrui Zhao, Niuniu Qi, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
"I’ve Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities
2025 · Jiawei Yu, Xiang Geng, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
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Works count: 12
Citation count: 32
H-index: 3
I10-index: 1
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