Design and implementation of behaviour detection system for the elderly based on smart phone. - Min Dong 002; Zhi Hou; Zhitian Liu; Sheng Bi; Peidong Lin; Liangchang Zhu; Jiayi Xin; Liangpeng Liu (ROBIO, 2012)

Selective Annotation Makes Language Models Better Few-Shot Learners. - Hongjin Su; Jungo Kasai; Chen Henry Wu; Weijia Shi; Tianlu Wang; Jiayi Xin; Rui Zhang 037; Mari Ostendorf; Luke Zettlemoyer; Noah A. Smith; Tao Yu 009 (ICLR, 2023)

Prefix-Tree Decoding for Predicting Mass Spectra from Molecules. - Samuel Goldman; John Bradshaw; Jiayi Xin; Connor W. Coley (NeurIPS, 2023)

Retrieved Sequence Augmentation for Protein Representation Learning. - Chang Ma; Haiteng Zhao; Lin Zheng; Jiayi Xin; Qintong Li; Lijun Wu; Zhihong Deng 001; Yang Lu; Qi Liu 049; Lingpeng Kong (CoRR, 2023)

Retrieved Sequence Augmentation for Protein Representation Learning. - Chang Ma; Haiteng Zhao; Lin Zheng; Jiayi Xin; Qintong Li; Lijun Wu; Zhihong Deng 001; Yang Lu; Qi Liu 049; Sheng Wang; Lingpeng Kong (EMNLP, 2024)

Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts. - Sukwon Yun; Inyoung Choi; Jie Peng 002; Yangfan Wu; Jingxuan Bao; Qiyiwen Zhang; Jiayi Xin; Qi Long; Tianlong Chen 001 (NeurIPS, 2024)

MIST-CF: Chemical Formula Inference from Tandem Mass Spectra. - Samuel Goldman; Jiayi Xin; Joules Provenzano; Connor W. Coley (J. Chem. Inf. Model., 2024)

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts. - Jiayi Xin; Sukwon Yun; Jie Peng 002; Inyoung Choi; Jenna l. Ballard; Tianlong Chen 001; Qi Long (CoRR, 2025)

Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know? - Xiang Li; Jiayi Xin; Qi Long; Weijie J. Su (CoRR, 2025)

TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement. - Fuying Wang; Jiayi Xin; Weiqin Zhao; Yuming Jiang 005; Maximus C. F. Yeung; Liansheng Wang; Lequan Yu (IEEE Trans. Medical Imaging, 2025)

The Impact of Language Mixing on Bilingual LLM Reasoning. - Yihao Li; Jiayi Xin; Miranda Muqing Miao; Qi Long; Lyle H. Ungar (CoRR, 2025)