Jiayi Xin

According to our database, Jiayi Xin authored at least 16 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning.

Ke Sun, Yizhou Zhao, Jiayi Xin, Qi Long, Weijie J. Su

CoRR, May, 2026

UCS: Estimating Unseen Coverage for Improved In-Context Learning.

Jiayi Xin, Xiang Li, Evan Qiang, Weiqing He, Tianqi Shang, Weijie J. Su, Qi Long

CoRR, April, 2026

CAMEL: An ECG Language Model for Forecasting Cardiac Events.

Neelay Velingker, Alaia Solko-Breslin, Mayank Keoliya, Seewon Choi, Jiayi Xin, Anika Marathe, Alireza Oraii, Rajat Deo, Sameed Ahmed M. Khatana, Rajeev Alur, Mayur Naik, Eric Wong

CoRR, February, 2026

2025

Improved Therapeutic Antibody Reformatting through Multimodal Machine Learning.

Jiayi Xin, Aniruddh Raghu, Nick Bhattacharya, Adam Carr, Melanie Montgomery, Hunter Elliott

CoRR, September, 2025

TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement.

Fuying Wang, Jiayi Xin, Weiqin Zhao, Yuming Jiang, Maximus C. F. Yeung, Liansheng Wang, Lequan Yu

IEEE Trans. Medical Imaging, June, 2025

Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know?

Xiang Li, Jiayi Xin, Qi Long, Weijie J. Su

CoRR, June, 2025

I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts.

Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L. Ballard, Tianlong Chen, Qi Long

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing.

Jie Peng, Jenna L. Ballard, Mohan Zhang, Sukwon Yun, Jiayi Xin, Qi Long, Yanyong Zhang, Tianlong Chen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

The Impact of Language Mixing on Bilingual LLM Reasoning.

Yihao Li, Jiayi Xin, Miranda Muqing Miao, Qi Long, Lyle H. Ungar

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

MIST-CF: Chemical Formula Inference from Tandem Mass Spectra.

Samuel Goldman, Jiayi Xin, Joules Provenzano, Connor W. Coley

J. Chem. Inf. Model., 2024

Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts.

Sukwon Yun, Inyoung Choi, Jie Peng, Yangfan Wu, Jingxuan Bao, Qiyiwen Zhang, Jiayi Xin, Qi Long, Tianlong Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Retrieved Sequence Augmentation for Protein Representation Learning.

Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Sheng Wang, Lingpeng Kong

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Retrieved Sequence Augmentation for Protein Representation Learning.

Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong

CoRR, 2023

Prefix-Tree Decoding for Predicting Mass Spectra from Molecules.

Samuel Goldman, John Bradshaw, Jiayi Xin, Connor W. Coley

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Selective Annotation Makes Language Models Better Few-Shot Learners.

Hongjin Su, Jungo Kasai, Chen Henry Wu, Weijia Shi, Tianlu Wang, Jiayi Xin, Rui Zhang, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2012

Design and implementation of behaviour detection system for the elderly based on smart phone.

Min Dong, Zhi Hou, Zhitian Liu, Sheng Bi, Peidong Lin, Liangchang Zhu, Jiayi Xin, Liangpeng Liu

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012