Mengxin Ren
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(19)
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI
(3)
Speech & Audio
(2)
Recognition
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
named entity recognition
(2)
few-shot learning
(1)
domain adaptation
(1)
speech synthesis
(1)
speech recognition
(1)
prompt engineering
(1)
automatic speech recognition
(1)
keyword spotting
(1)
open-vocabulary recognition
(1)
speaker verification
(1)
stability analysis
(1)
lyapunov function
(1)
hidden state
(1)
lateral thinking
(1)
creative problem solving
(1)
audio deepfake detection
(1)
multi-task training
(1)
whisper model
(1)
linear matrix inequality
(1)
Papers
Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework
CVPR 2025
A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting
Interspeech 2024
Cross-Domain Audio Deepfake Detection: Dataset and Analysis
EMNLP 2024
HW-TSC at SemEval-2024 Task 9: Exploring Prompt Engineering Strategies for Brain Teaser Puzzles Through LLMs
SemEval 2024
Using Large Language Model for End-to-End Chinese ASR and NER
Interspeech 2024