Yunhua Zhou

According to our database, Yunhua Zhou authored at least 26 papers between 2009 and 2024.

Collaborative distances:

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

2024

MOSS: An Open Conversational Large Language Model.

Tianxiang Sun, Xiaotian Zhang, Zhengfu He, Peng Li, Qinyuan Cheng, Xiangyang Liu, Hang Yan, Yunfan Shao, Qiong Tang, Shiduo Zhang, Xingjian Zhao, Ke Chen, Yining Zheng, Zhejian Zhou, Ruixiao Li, Jun Zhan, Yunhua Zhou, Linyang Li, Xiaogui Yang, Lingling Wu, Zhangyue Yin, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu

Mach. Intell. Res., October, 2024

BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments.

Xinghao Wang, Pengyu Wang, Bo Wang, Dong Zhang, Yunhua Zhou, Xipeng Qiu

CoRR, 2024

Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders.

Zhengfu He, Wentao Shu, Xuyang Ge, Lingjie Chen, Junxuan Wang, Yunhua Zhou, Frances Liu, Qipeng Guo, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang, Xipeng Qiu

CoRR, 2024

Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures.

Junxuan Wang, Xuyang Ge, Wentao Shu, Qiong Tang, Yunhua Zhou, Zhengfu He, Xipeng Qiu

CoRR, 2024

Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance.

Jiasheng Ye, Peiju Liu, Tianxiang Sun, Yunhua Zhou, Jun Zhan, Xipeng Qiu

CoRR, 2024

Data-freeWeight Compress and Denoise for Large Language Models.

Runyu Peng, Yunhua Zhou, Qipeng Guo, Yang Gao, Hang Yan, Xipeng Qiu, Dahua Lin

CoRR, 2024

Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk.

Zhiyuan Zeng, Qipeng Guo, Xiaoran Liu, Zhangyue Yin, Wentao Shu, Mianqiu Huang, Bo Wang, Yunhua Zhou, Linlin Li, Qun Liu, Xipeng Qiu

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

Turn Waste into Worth: Rectifying Top-k Router of MoE.

Zhiyuan Zeng, Qipeng Guo, Zhaoye Fei, Zhangyue Yin, Yunhua Zhou, Linyang Li, Tianxiang Sun, Hang Yan, Dahua Lin, Xipeng Qiu

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

The Open-World Lottery Ticket Hypothesis for OOD Intent Classification.

Yunhua Zhou, Pengyu Wang, Peiju Liu, Yuxin Wang, Xipeng Qiu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling.

Jun Zhan, Junqi Dai, Jiasheng Ye, Yunhua Zhou, Dong Zhang, Zhigeng Liu, Xin Zhang, Ruibin Yuan, Ge Zhang, Linyang Li, Hang Yan, Jie Fu, Tao Gui, Tianxiang Sun, Yu-Gang Jiang, Xipeng Qiu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation.

Demin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang, Zifan Song, Wenwei Zhang, Qipeng Guo, Hang Yan, Xipeng Qiu, Dahua Lin

Proceedings of the Findings of the Association for Computational Linguistics, 2024

DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning.

Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Graph Structure Learning via Lottery Hypothesis at Scale.

Yuxin Wang, Xiannian Hu, Jiaqing Xie, Zhangyue Yin, Yunhua Zhou, Xipeng Qiu, Xuanjing Huang

Proceedings of the Asian Conference on Machine Learning, 2023

Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification.

Yunhua Zhou, Jianqiang Yang, Pengyu Wang, Xipeng Qiu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Probabilistic Framework for Discovering New Intents.

Yunhua Zhou, Guofeng Quan, Xipeng Qiu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Open Environment Intent Prediction.

Yunhua Zhou, Jiawei Hong, Xipeng Qiu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction.

Hang Yan, Yu Sun, Xiaonan Li, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Discovering New Intents Using Latent Variables.

Yunhua Zhou, Peiju Liu, Yuxin Wang, Xipeng Qiu

CoRR, 2022

An Open-World Lottery Ticket for Out-of-Domain Intent Classification.

Yunhua Zhou, Peiju Liu, Yuxin Wang, Xipeng Qiu

CoRR, 2022

What Dense Graph Do You Need for Self-Attention?

Yuxing Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

CoRR, 2022

What Dense Graph Do You Need for Self-Attention?

Yuxin Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

Proceedings of the International Conference on Machine Learning, 2022

BBTv2: Towards a Gradient-Free Future with Large Language Models.

Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

KNN-Contrastive Learning for Out-of-Domain Intent Classification.

Yunhua Zhou, Peiju Liu, Xipeng Qiu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Early Exiting with Ensemble Internal Classifiers.

Tianxiang Sun, Yunhua Zhou, Xiangyang Liu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu

CoRR, 2021

2019

Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning.

Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2009

A Uniform Construction of New Exact Travelling Wave Solutions and its Applications.

Binlu Feng, Yunhua Zhou

Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009