Jiaheng Liu
5 papers in the PaperMetrix corpus
Papers by this author
-
LAW: Learning to Auto Weight.
2019 · arXiv (Cornell University)
Example weighting algorithm is an effective solution to the training bias problem. However, typical methods are usually limited to human knowledge and require laborious tuning of hyperparameters. In this study, we propose a novel example …
-
MIO: A Foundation Model on Multimodal Tokens
2024 · arXiv (Cornell University)
In this paper, we introduce MIO, a novel foundation model built on multimodal tokens, capable of understanding and generating speech, text, images, and videos in an end-to-end, autoregressive manner. While the emergence of large language …
-
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
2024
Shilong Li, Yancheng He, Hangyu Guo, Xingyuan Bu, Ge Bai, Jie Liu, Jiaheng Liu, Xingwei Qu, Yangguang Li, Wanli Ouyang, Wenbo Su, Bo Zheng. Findings of the Association for Computational Linguistics: EMNLP 2024. 2024.
-
Quantification of Large Language Model Distillation
2025 · arXiv (Cornell University)
Model distillation is a fundamental technique in building large language models (LLMs), transferring knowledge from a teacher model to a student model. However, distillation can lead to model homogenization, reducing diversity among models and impairing …
-
DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
2025
Jianyu Liu, Hangyu Guo, Ranjie Duan, Xingyuan Bu, Yancheng He, Shilong Li, Hui Huang, Jiaheng Liu, Yucheng Wang, Chenchen Jing, Xingwei Qu, Xiao Zhang, Pei Wang, Yanan Wu, Jihao Gu, Yangguang Li, Jianke Zhu. Proceedings …