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Yunhua Zhou
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2020 – today
- 2024
- [j1]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
MOSS: An Open Conversational Large Language Model. Mach. Intell. Res. 21(5): 888-905 (2024) - [c16]Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu:
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning. AAAI 2024: 19180-19188 - [c15]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:
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling. ACL (1) 2024: 9637-9662 - [c14]Demin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang, Zifan Song, Wenwei Zhang, Qipeng Guo, Hang Yan, Xipeng Qiu, Dahua Lin:
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation. ACL (Findings) 2024: 13640-13656 - [c13]Yunhua Zhou, Pengyu Wang, Peiju Liu, Yuxin Wang, Xipeng Qiu:
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification. LREC/COLING 2024: 15988-15999 - [c12]Zhiyuan Zeng, Qipeng Guo, Zhaoye Fei, Zhangyue Yin, Yunhua Zhou, Linyang Li, Tianxiang Sun, Hang Yan, Dahua Lin, Xipeng Qiu:
Turn Waste into Worth: Rectifying Top-k Router of MoE. EMNLP 2024: 13305-13320 - [c11]Zhiyuan Zeng, Qipeng Guo, Xiaoran Liu, Zhangyue Yin, Wentao Shu, Mianqiu Huang, Bo Wang, Yunhua Zhou, Linlin Li, Qun Liu, Xipeng Qiu:
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk. EMNLP 2024: 21021-21034 - [i13]Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu:
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning. CoRR abs/2401.13621 (2024) - [i12]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, Yugang Jiang, Xipeng Qiu:
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling. CoRR abs/2402.12226 (2024) - [i11]Zhiyuan Zeng, Qipeng Guo, Zhaoye Fei, Zhangyue Yin, Yunhua Zhou, Linyang Li, Tianxiang Sun, Hang Yan, Dahua Lin, Xipeng Qiu:
Turn Waste into Worth: Rectifying Top-k Router of MoE. CoRR abs/2402.12399 (2024) - [i10]Demin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang, Zifan Song, Wenwei Zhang, Qipeng Guo, Hang Yan, Xipeng Qiu, Dahua Lin:
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation. CoRR abs/2402.13013 (2024) - [i9]Runyu Peng, Yunhua Zhou, Qipeng Guo, Yang Gao, Hang Yan, Xipeng Qiu, Dahua Lin:
Data-freeWeight Compress and Denoise for Large Language Models. CoRR abs/2402.16319 (2024) - [i8]Jiasheng Ye, Peiju Liu, Tianxiang Sun, Yunhua Zhou, Jun Zhan, Xipeng Qiu:
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance. CoRR abs/2403.16952 (2024) - [i7]Junxuan Wang, Xuyang Ge, Wentao Shu, Qiong Tang, Yunhua Zhou, Zhengfu He, Xipeng Qiu:
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures. CoRR abs/2410.06672 (2024) - [i6]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:
Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders. CoRR abs/2410.20526 (2024) - [i5]Xinghao Wang, Pengyu Wang, Bo Wang, Dong Zhang, Yunhua Zhou, Xipeng Qiu:
BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments. CoRR abs/2410.23918 (2024) - 2023
- [c10]Yunhua Zhou, Jiawei Hong, Xipeng Qiu:
Towards Open Environment Intent Prediction. ACL (Findings) 2023: 2226-2240 - [c9]Yunhua Zhou, Guofeng Quan, Xipeng Qiu:
A Probabilistic Framework for Discovering New Intents. ACL (1) 2023: 3771-3784 - [c8]Hang Yan, Yu Sun, Xiaonan Li, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction. ACL (1) 2023: 4096-4122 - [c7]Yunhua Zhou, Jianqiang Yang, Pengyu Wang, Xipeng Qiu:
Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification. ACL (1) 2023: 10659-10673 - [c6]Yuxin Wang, Xiannian Hu, Jiaqing Xie
Graph Structure Learning via Lottery Hypothesis at Scale. ACML 2023: 1401-1416 - 2022
- [c5]Yunhua Zhou, Peiju Liu, Xipeng Qiu:
KNN-Contrastive Learning for Out-of-Domain Intent Classification. ACL (1) 2022: 5129-5141 - [c4]Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
BBTv2: Towards a Gradient-Free Future with Large Language Models. EMNLP 2022: 3916-3930 - [c3]Yuxin Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
What Dense Graph Do You Need for Self-Attention? ICML 2022: 22752-22768 - [i4]Yuxing Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu:
What Dense Graph Do You Need for Self-Attention? CoRR abs/2205.14014 (2022) - [i3]Yunhua Zhou, Peiju Liu, Yuxin Wang, Xipeng Qiu:
An Open-World Lottery Ticket for Out-of-Domain Intent Classification. CoRR abs/2210.07071 (2022) - [i2]Yunhua Zhou, Peiju Liu, Yuxin Wang, Xipeng Qiu:
Discovering New Intents Using Latent Variables. CoRR abs/2210.11804 (2022) - 2021
- [i1]Tianxiang Sun
Early Exiting with Ensemble Internal Classifiers. CoRR abs/2105.13792 (2021)
2010 – 2019
- 2019
- [c2]Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang:
Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning. SIGIR 2019: 535-544
2000 – 2009
- 2009
- [c1]Binlu Feng, Yunhua Zhou:
A Uniform Construction of New Exact Travelling Wave Solutions and its Applications. NCM 2009: 1923-1928
Coauthor Index
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