DEPA: Self-Supervised Audio Embedding for Depression Detection. - Pingyue Zhang; Mengyue Wu; Heinrich Dinkel; Kai Yu 004 (ACM Multimedia, 2021)

Automatic Detection Pipeline for Accessing the Motor Severity of Parkinson's Disease in Finger Tapping and Postural Stability. - Ning Yang; De-Feng Liu; Tao Liu 068; Tianyuan Han; Pingyue Zhang; Xuenan Xu; Siyu Lou; Huan-Guang Liu; Anchao Yang; Cheng Dong; Mang I Vai; Sio-Hang Pun; et al. (IEEE Access, 2022)

ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection. - Pingyue Zhang; Mengyue Wu; Kai Yu 004 (INTERSPEECH, 2023)

BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data. - Xuenan Xu; Zhiling Zhang; Zelin Zhou; Pingyue Zhang; Zeyu Xie; Mengyue Wu; Kenny Q. Zhu (ACM Multimedia, 2023)

Multi-Label Supervised Contrastive Learning. - Pingyue Zhang; Mengyue Wu (AAAI, 2024)

A Detailed Audio-Text Data Simulation Pipeline Using Single-Event Sounds. - Xuenan Xu; Xiaohang Xu 004; Zeyu Xie; Pingyue Zhang; Mengyue Wu; Kai Yu 004 (ICASSP, 2024)

Semantic-Enhanced Supervised Contrastive Learning. - Pingyue Zhang; Mengyue Wu; Kai Yu 004 (ICASSP, 2024)

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models. - Xuenan Xu; Pingyue Zhang; Ming Yan 008; Ji Zhang 011; Mengyue Wu (INTERSPEECH, 2024)

LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World. - Sina J. Semnani; Pingyue Zhang; Wanyue Zhai; Haozhuo Li; Ryan Beauchamp; Trey Billing; Katayoun Kishi; Manling Li; Monica S. Lam (ACL (Findings), 2025)

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning. - Zihan Wang 008; Kangrui Wang; Qineng Wang; Pingyue Zhang; Linjie Li; Zhengyuan Yang; Xing Jin; Kefan Yu; Minh Nhat Nguyen; Licheng Liu; Eli Gottlieb; Yiping Lu; et al. (CoRR, 2025)

Spatial Mental Modeling from Limited Views. - Baiqiao Yin; Qineng Wang; Pingyue Zhang; Jianshu Zhang; Kangrui Wang; Zihan Wang 008; Jieyu Zhang 001; Keshigeyan Chandrasegaran; Han Liu; Ranjay Krishna; Saining Xie; Manling Li; et al. (CoRR, 2025)