Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout. - Kun Li 003; Tianhua Zhang; Liping Tang; Junan Li; Hongyuan Lu; Xixin Wu; Helen Meng (DialDoc@ACL, 2022)

Improving Rare Words Recognition through Homophone Extension and Unified Writing for Low-resource Cantonese Speech Recognition. - HoLam Chung; Junan Li; Pengfei Liu 004; Wai-Kim Leung; Xixin Wu; Helen Meng (ISCSLP, 2022)

Leveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease Detection. - Jinchao Li; Kaitao Song; Junan Li; Bo Zheng; Dongsheng Li 002; Xixin Wu; Xunying Liu; Helen Meng (ICASSP, 2023)

Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders. - Helen Meng; Brian Mak; Man-Wai Mak; Helene H. Fung; Xianmin Gong; Timothy C. Y. Kwok; Xunying Liu; Vincent C. T. Mok; Patrick C. M. Wong; Jean Woo; Xixin Wu; Ka Ho Wong; et al. (INTERSPEECH, 2023)

Concept reduction in formal concept analysis based on representative concept matrix. - Siyu Zhao; Jianjun Qi; Junan Li; Ling Wei (Int. J. Mach. Learn. Cybern., 2023)

Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection. - Jiawen Kang 002; Junan Li; Jinchao Li; Xixin Wu; Helen Meng (ISCSLP, 2024)

Devising a Set of Compact and Explainable Spoken Language Feature for Screening Alzheimer's Disease. - Junan Li; Yunxiang Li; Yuren Wang; Xixin Wu; Helen Meng (ISCSLP, 2024)

Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? - Jingyan Zhou; Minda Hu; Junan Li; Xiaoying Zhang; Xixin Wu; Irwin King; Helen Meng (NAACL-HLT (Findings), 2024)

Purple-teaming LLMs with Adversarial Defender Training. - Jingyan Zhou; Kun Li 003; Junan Li; Jiawen Kang 002; Minda Hu; Xixin Wu; Helen Meng (CoRR, 2024)

Design and Hierarchical Control of a Homocentric Variable-Stiffness Magnetic Catheter for Multiarm Robotic Ultrasound-Assisted Coronary Intervention. - Zhengyang Li; Junan Li; Zehao Wu; Yuanhe Chen; Magejiang Yeerbulati; Qingsong Xu (IEEE Trans. Robotics, 2024)

Design and Development of a New Biped Robotic System for Exoskeleton-Structure Window Cleaning. - Weijian Zhang; Zikang Li; Xianli Wang; Yonghao Huang; Junan Li; Lap-Mou Tam; Qingsong Xu (IEEE Trans Autom. Sci. Eng., 2025)

Detecting Neurocognitive Disorders through Analyses of Topic Evolution and Cross-modal Consistency in Visual-Stimulated Narratives. - Jinchao Li; Yuejiao Wang; Junan Li; Jiawen Kang 002; Bo Zheng; Simon Wong; Brian Mak; Helene H. Fung; Jean Woo; Man-Wai Mak; Timothy C. Y. Kwok; Vincent C. T. Mok; et al. (CoRR, 2025)

MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark. - Dingdong Wang; Jincenzi Wu; Junan Li; Dongchao Yang; Xueyuan Chen; Tianhua Zhang; Helen Meng (CoRR, 2025)