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2020 – today
- 2025
[j2]Fuying Wang
, Jiayi Xin, Weiqin Zhao, Yuming Jiang, Maximus C. F. Yeung, Liansheng Wang, Lequan Yu:
TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement. IEEE Trans. Medical Imaging 44(6): 2683-2695 (2025)- [c7]Jie Peng, Jenna L. Ballard, Mohan Zhang, Sukwon Yun, Jiayi Xin, Qi Long, Yanyong Zhang, Tianlong Chen:
Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing. ICML 2025 - [c6]Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L. Ballard, Tianlong Chen, Qi Long:
I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts. ICML 2025 - [i8]Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L. Ballard, Tianlong Chen, Qi Long:
I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts. CoRR abs/2505.19190 (2025) - [i7]Xiang Li, Jiayi Xin, Qi Long, Weijie J. Su:
Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know? CoRR abs/2506.02058 (2025) - [i6]Yihao Li, Jiayi Xin, Miranda Muqing Miao, Qi Long, Lyle H. Ungar:
The Impact of Language Mixing on Bilingual LLM Reasoning. CoRR abs/2507.15849 (2025) - [i5]Jiayi Xin, Aniruddh Raghu, Nick Bhattacharya, Adam Carr, Melanie Montgomery, Hunter Elliott:
Improved Therapeutic Antibody Reformatting through Multimodal Machine Learning. CoRR abs/2509.19604 (2025) - 2024
- [j1]Samuel Goldman, Jiayi Xin, Joules Provenzano, Connor W. Coley:
MIST-CF: Chemical Formula Inference from Tandem Mass Spectra. J. Chem. Inf. Model. 64(7): 2421-2431 (2024) - [c5]Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Sheng Wang, Lingpeng Kong:
Retrieved Sequence Augmentation for Protein Representation Learning. EMNLP 2024: 1738-1767 - [c4]Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen:
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts. NeurIPS 2024 - [i4]Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen:
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts. CoRR abs/2410.08245 (2024) - 2023
- [c3]Hongjin Su, Jungo Kasai, Chen Henry Wu, Weijia Shi, Tianlu Wang, Jiayi Xin, Rui Zhang, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu:
Selective Annotation Makes Language Models Better Few-Shot Learners. ICLR 2023 - [c2]Samuel Goldman, John Bradshaw, Jiayi Xin, Connor W. Coley:
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules. NeurIPS 2023 - [i3]Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong:
Retrieved Sequence Augmentation for Protein Representation Learning. CoRR abs/2302.12563 (2023) - [i2]Samuel Goldman, John Bradshaw, Jiayi Xin, Connor W. Coley:
Prefix-tree Decoding for Predicting Mass Spectra from Molecules. CoRR abs/2303.06470 (2023) - 2022
- [i1]Hongjin Su, Jungo Kasai, Chen Henry Wu, Weijia Shi, Tianlu Wang, Jiayi Xin, Rui Zhang, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu:
Selective Annotation Makes Language Models Better Few-Shot Learners. CoRR abs/2209.01975 (2022)
2010 – 2019
- 2012
- [c1]Min Dong, Zhi Hou, Zhitian Liu, Sheng Bi, Peidong Lin, Liangchang Zhu, Jiayi Xin, Liangpeng Liu:
Design and implementation of behaviour detection system for the elderly based on smart phone. ROBIO 2012: 1741-1746
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