Mengyue Wu
29 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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(10)
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(6)
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The Questioner
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Century Club Β· Bronze
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Trend Setter
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Top co-authors
Research topics
Machine Learning
(21)
Artificial Intelligence
(17)
Core Methods
(16)
Core AI
(15)
Natural Language Processing
(7)
Deep Learning
(6)
Application Areas
(6)
Learning Types Β· Machine Learning
(6)
Speech & Audio
(5)
Analysis
(5)
Learning Types Β· Deep Learning
(5)
Learning Paradigms
(4)
Healthcare & Medicine
(3)
Interdisciplinary
(3)
Clinical
(3)
Keywords
depression detection
(4)
large language model
(4)
contrastive learning
(4)
sound event detection
(3)
multi-label classification
(3)
mental health
(3)
social media analysis
(3)
knowledge distillation
(3)
animal communication
(3)
text classification
(3)
audio generation
(2)
self-supervised learning
(2)
audio captioning
(2)
voice activity detection
(2)
speech analysis
(2)
audio classification
(2)
representation learning
(2)
multimodal learning
(2)
transfer learning
(2)
model compression
(2)
Papers
A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics
AAAI 2026
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
NAACL 2025
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge
NAACL 2025
Dog2vec: Self-Supervised Pre-Training for Canine Vocal Representation
Interspeech 2025
Is Your Image a Good Storyteller?
AAAI 2025
MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics
NAACL 2025
Toward Automatic Discovery of a Canine Phonetic Alphabet
ACL 2025
Tracking Lifeβs Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis
ACL 2025
Automatic Reconstruction of Ancient Chinese Pronunciations
EMNLP 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
Interspeech 2024
Efficient Audio Captioning with Encoder-Level Knowledge Distillation
Interspeech 2024
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
Interspeech 2024
FakeSound: Deepfake General Audio Detection
Interspeech 2024
Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media
NAACL 2024
Multi-Label Supervised Contrastive Learning
AAAI 2024
Phonetic and Lexical Discovery of Canine Vocalization
EMNLP 2024
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts
EMNLP 2023
Enhance Temporal Relations in Audio Captioning with Sound Event Detection
Interspeech 2023
ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection
Interspeech 2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation
EMNLP 2023
Transcribing Vocal Communications of Domestic Shiba lnu Dogs
ACL 2023
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat
EMNLP 2022
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression
IJCAI 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media
EMNLP 2022
A Lightweight Framework for Online Voice Activity Detection in the Wild
Interspeech 2021
Building Interpretable Interaction Trees for Deep NLP Models
AAAI 2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL
ACL 2021
Multiple Sound Sources Localization from Coarse to Fine
ECCV 2020
Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection
Interspeech 2020