Publications

Robust Cross-Domain Speech-Based Alzheimer’s Disease Detection via Iterative Adversarial Self-Training

Submitted to ICASSP 2027 [Under Review]

Authors: Luqi Sun, Shreeram Suresh Chandra, Aurosweta Mahapatra, Emily Mower Provost, Brian MacWhinney, Berrak Sisman

Emotion Across Speech and Faces: Shared Affective Mechanisms in Multimodal Foundation Models

Published in IEEE Spoken Language Technology Workshop (SLT)

Authors: Xiutian Zhao, Luqi Sun, Björn Schuller, Berrak Sisman

Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer’s Disease Detection

Published in The 5th AACL & 15th IJCNLP Main Conference

Authors: Luqi Sun, Shreeram Suresh Chandra, Lin Zhang, You-Jin Li, Brian MacWhinney, Yu Tsao, Emily Mower Provost, Berrak Sisman

Who is Speaking or Who is Depressed? A Controlled Study of Speaker Leakage in Speech-Based Depression Detection

Published in Interspeech 2026

Authors: Hsiang-Chen Yeh, Luqi Sun, Aurosweta Mahapatra, Shreeram Suresh Chandra, Emily Mower Provost, Berrak Sisman

The Optimization of Container Cold Start Latency in Serverless Computing by Nested Architecture

Published in 21st International Conference on Mobility, Sensing and Networking (MSN)

Authors: Luqi Sun, Qiufen Xia, Xiaolong Zhai, Zhen Feng, Jiankang Ren

Serverless Computing Container Cold Start Method and Related Device Based on Nested Architecture

Published in Chinese Patent CN120821531B