Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech

Du, H., Shi, J., Lu, S., Zhou, G., Gao, Y. · Proceedings of the International Conference on Machine Learning

Emo-BPO: Emotion Bidirectional Preference Optimization for Diffusion-based Emotional TTS

Shi, J., Du, H., Song, X., Hong, Y. A., Zhang, Y., Gao, Y. · InterSpeech

Confidence-Aware Ranker Ensembles for Robust In-Context Knowledge Editing

Nair, T., Nafee, M. W., Jiang, M., Gao, Y., Chen, H., Zhang, Y. · Findings of the Association for Computational Linguistics

AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling

Shi, J., Du, H., Song, X., Hong, Y. A., Zhang, Y., Gao, Y. · Findings of the Association for Computational Linguistics

Emotion-Aligned Generation in Diffusion Text-to-Speech Models via Preference-Guided Optimization

Shi, J., Du, H., He, Y., Hong, Y. A., Gao, Y. · IEEE ICASSP

EMO-TTA: Improving Test-Time Adaptation of Audio-Language Models for Speech Emotion Recognition

Shi, J., Du, H., Hong, Y. A., Gao, Y. · IEEE ICASSP

Plug-and-Play Emotion Graphs for Compositional Prompting in Zero-Shot Speech Emotion Recognition

Shi, J., Du, H., Hong, Y. A., Gao, Y. · IEEE ICASSP

Hierarchical Convolution Multibranch Transformer for EEG Signals

Mersa, O., Jiang, M., Gao, Y., Li, Q., Zhang, Y. · IEEE ICASSP

Pairs, Not Labels: Predicting Protein-Phenotype Associations via Link Prediction

Jiang, M., Chen, Y., Liu, G., Sahu, A., Gao, Y., Zhang, Y. · IEEE ICASSP

Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification

Du, H., Shi, J., Myerston, J., Lu, S., Zhou, G., Gao, Y. · Findings of EMNLP

Emotion-Aware Audio Large Language Models with Dual Cross-Attention and Context-Aware Instruction Tuning

Du, H., Lu, S., Zhou, G., Gao, Y. · InterSpeech

Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning

Shi, J., Zhang, Y., Gao, Y. · InterSpeech

ElectroMeter: The Practical Electrolyte Measurement System

Clapham, J., Zhou, M., MacDonald, C., Koltermann, K., Gao, Y., Shao, H. · IEEE/ACM CHASE

Challenges to Recruiting Dementia Caregiving Dyads in Community-Based Settings

Ko, E., Gao, Y., Wang, P., Wijayasingha, L., Wright, K. D., Gordon, K. C., Wang, H., Stankovic, J. A., Rose, K. M. · JMIR Formative Research

MiddleGAN: Generating Inter-domain Images with GANs

Macdonald, C., Chu, Z., Stankovic, J., Zhou, G., Shao, H., Gao, Y. · Transactions on Machine Learning Research

Gait-Guard: Turn-aware Freezing of Gait Detection for Non-intrusive Intervention Systems

Koltermann, K., Clapham, J., Blackwell, G., Jung, W., Burnet, E., Gao, Y., Shao, H., et al. · IEEE/ACM CHASE

E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss

Gao, Y., Baucom, B., Gordon, K., Rose, K., Wang, H., Stankovic, J. · IEEE SmartComp

Emotion Recognition Robust to Indoor Environmental Distortions Using Out-of-Distribution Detection

Gao, Y., Salekin, A., Gordon, K., Rose, K., Wang, H., Stankovic, J. · ACM Transactions on Computing for Healthcare

Out-of-the-Box Deployment to Support Research on In-Home Care of Alzheimer's Patients

Gao, Y., et al. · IEEE Pervasive Computing

Smarthealth Technology Study Protocol for Dementia Caregiving Relationships

Rose, K. M., et al., Gao, Y. · Journal of Advanced Nursing

A Monitoring and Recommendation System for In-Home Caregivers (Demo)

Gao, Y., et al. · ACM SenSys