| 2026 | AAAI | A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics. | Haoan Jin, Han Ying, Jiacheng Ji, Hanhui Xu, Mengyue Wu |
| 2026 | ACL | Semi-Supervised Diseased Detection from Speech Dialogues with Multi-Level Data Modeling. | Xingyuan Li, Mengyue Wu |
| 2025 | AAAI | Is Your Image a Good Storyteller? | Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu |
| 2025 | ACL | Tracking Life's Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis. | Minghao Lv, Siyuan Chen, Haoan Jin, Minghao Yuan, Qianqian Ju, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2025 | ACL | Toward Automatic Discovery of a Canine Phonetic Alphabet. | Theron S. Wang, Xingyuan Li, Hridayesh Lekhak, Tuan Minh Dang, Mengyue Wu, Kenny Q. Zhu |
| 2025 | ICASSP | PicoAudio: Enabling Precise Temporal Controllability in Text-to-Audio Generation. | Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu |
| 2025 | ICASSP | AudioTime: A Temporally-aligned Audio-text Benchmark Dataset. | Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu |
| 2025 | ICASSP | Smooth-Foley: Creating Continuous Sound for Video-to-Audio Generation Under Semantic Guidance. | Yaoyun Zhang, Xuenan Xu, Mengyue Wu |
| 2025 | Interspeech | Dog2vec: Self-Supervised Pre-Training for Canine Vocal Representation. | Xingyuan Li, Kenny Q. Zhu, Mengyue Wu |
| 2025 | NAACL | MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics. | Haoan Jin, Jiacheng Shi, Hanhui Xu, Kenny Q. Zhu, Mengyue Wu |
| 2025 | NAACL | A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge. | Jiaming Luo, Weiyi Luo, Guoqing Sun, Mengchen Zhu, Haifeng Tang, Kenny Q. Zhu, Mengyue Wu |
| 2025 | NAACL | A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models. | Xiujie Song, Mengyue Wu, Kenny Q. Zhu, Chunhao Zhang, Yanyi Chen |
| 2024 | AAAI | Multi-Label Supervised Contrastive Learning. | Pingyue Zhang, Mengyue Wu |
| 2024 | EMNLP | Automatic Reconstruction of Ancient Chinese Pronunciations. | Zhige Huang, Haoan Jin, Mengyue Wu, Kenny Q. Zhu |
| 2024 | EMNLP | Phonetic and Lexical Discovery of Canine Vocalization. | Theron Wang, Xingyuan Li, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2024 | ICASSP | Enhancing Audio Generation Diversity with Visual Information. | Zeyu Xie, Baihan Li, Xuenan Xu, Mengyue Wu, Kai Yu |
| 2024 | ICASSP | A Detailed Audio-Text Data Simulation Pipeline Using Single-Event Sounds. | Xuenan Xu, Xiaohang Xu, Zeyu Xie, Pingyue Zhang, Mengyue Wu, Kai Yu |
| 2024 | ICASSP | Semantic-Enhanced Supervised Contrastive Learning. | Pingyue Zhang, Mengyue Wu, Kai Yu |
| 2024 | Interspeech | DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation. | Baihan Li, Zeyu Xie, Xuenan Xu, Yiwei Guo, Ming Yan, Ji Zhang, Kai Yu, Mengyue Wu |
| 2024 | Interspeech | FakeSound: Deepfake General Audio Detection. | Zeyu Xie, Baihan Li, Xuenan Xu, Zheng Liang, Kai Yu, Mengyue Wu |
| 2024 | Interspeech | Efficient Audio Captioning with Encoder-Level Knowledge Distillation. | Xuenan Xu, Haohe Liu, Mengyue Wu, Wenwu Wang, Mark D. Plumbley |
| 2024 | Interspeech | Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models. | Xuenan Xu, Pingyue Zhang, Ming Yan, Ji Zhang, Mengyue Wu |
| 2024 | NAACL | Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media. | Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2023 | ACL | Transcribing Vocal Communications of Domestic Shiba lnu Dogs. | Jieyi Huang, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2023 | EMNLP | Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. | Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2023 | EMNLP | Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. | Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2023 | ICASSP | Diverse and Vivid Sound Generation from Text Descriptions. | Guangwei Li, Xuenan Xu, Lingfeng Dai, Mengyue Wu, Kai Yu |
| 2023 | ICASSP | Investigating Pooling Strategies and Loss Functions for Weakly-Supervised Text-to-Audio Grounding via Contrastive Learning. | Xuenan Xu, Mengyue Wu, Kai Yu |
| 2023 | Interspeech | Enhance Temporal Relations in Audio Captioning with Sound Event Detection. | Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu |
| 2023 | Interspeech | ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection. | Pingyue Zhang, Mengyue Wu, Kai Yu |
| 2022 | EMNLP | D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. | Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu |
| 2022 | EMNLP | Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | ICASSP | Category-Adapted Sound Event Enhancement with Weakly Labeled Data. | Guangwei Li, Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu |
| 2022 | ICASSP | Navigating Audio-Visual Event Detection Across Mismatched Modalities. | Guangwei Li, Xuenan Xu, Mengyue Wu, Kai Yu |
| 2022 | ICASSP | Audio-Text Retrieval in Context. | Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu |
| 2022 | ICASSP | Climate and Weather: Inspecting Depression Detection via Emotion Recognition. | Wen Wu, Mengyue Wu, Kai Yu |
| 2022 | ICASSP | Diversity-Controllable and Accurate Audio Captioning Based on Neural Condition. | Xuenan Xu, Mengyue Wu, Kai Yu |
| 2022 | ICASSP | Can Audio Captions Be Evaluated With Image Caption Metrics? | Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu |
| 2022 | IJCAI | Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2021 | AAAI | Building Interpretable Interaction Trees for Deep NLP Models. | Die Zhang, Hao Zhang, Huilin Zhou, Xiaoyi Bao, Da Huo, Ruizhao Chen, Xu Cheng, Mengyue Wu, Quanshi Zhang |
| 2021 | ACL | Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. | Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu |
| 2021 | CIKM | Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. | Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu |
| 2021 | ICASSP | Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events. | Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu |
| 2021 | ICASSP | Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning. | Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu |
| 2021 | Interspeech | A Lightweight Framework for Online Voice Activity Detection in the Wild. | Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu |
| 2020 | ECCV | Multiple Sound Sources Localization from Coarse to Fine. | Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin |
| 2020 | Interspeech | Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection. | Yefei Chen, Heinrich Dinkel, Mengyue Wu, Kai Yu |
| 2019 | ICASSP | Audio Caption: Listen and Tell. | Mengyue Wu, Heinrich Dinkel, Kai Yu |