Mengyue Wu

29 papers · 2020–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (46) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (8) 🤝 Dynamic Duo (10) 🔥 Unstoppable (6) 💎 Century Club (28) 📈 Trend Setter ⚡ Prolific Year (8) 🗃️ Keyword Collector (130) ❓ The Questioner

Conferences

INTERSPEECH (8) EMNLP (6) AAAI (4) ACL (4) NAACL (4) ECCV (1) IJCAI (1) IJCNLP (1)

Top co-authors

Kenny Q. Zhu (10) Kai Yu (9) Xuenan Xu (6) Siyuan Chen (5) Zhiling Zhang (5) Haoan Jin (4) Kenny Zhu (4) Pingyue Zhang (3) Heinrich Dinkel (3) Chunhao Zhang (3)

Research topics

Linguistics (1)

Keywords

contrastive learning (4) large language model (4) depression detection (4) mental health (3) text classification (3) knowledge distillation (3) multi-label classification (3) social media analysis (3) animal communication (3) early risk detection (2) audio generation (2) voice activity detection (2) medical ethics (2) audio captioning (2) speech analysis (2) transfer learning (2) audio classification (2) model compression (2) sound event detection (2) weakly supervised learning (1)

Papers

A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics AAAI 2026

A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge NAACL 2025

Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ACL 2025

Toward Automatic Discovery of a Canine Phonetic Alphabet ACL 2025

MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics NAACL 2025

Is Your Image a Good Storyteller? AAAI 2025

A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models NAACL 2025

Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024

Multi-Label Supervised Contrastive Learning AAAI 2024

Phonetic and Lexical Discovery of Canine Vocalization EMNLP 2024

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models INTERSPEECH 2024

Efficient Audio Captioning with Encoder-Level Knowledge Distillation INTERSPEECH 2024

FakeSound: Deepfake General Audio Detection INTERSPEECH 2024

DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024

Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media NAACL 2024

Enhance Temporal Relations in Audio Captioning with Sound Event Detection INTERSPEECH 2023

Transcribing Vocal Communications of Domestic Shiba lnu Dogs ACL 2023

Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts EMNLP 2023

Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation EMNLP 2023

ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection INTERSPEECH 2023

Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression IJCAI 2022

D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 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

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL IJCNLP 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

Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection INTERSPEECH 2020

Multiple Sound Sources Localization from Coarse to Fine ECCV 2020