Yunhua Zhou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
8
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment. | Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2026 | ACL | How to Set the Learning Rate for Large-Scale Pre-training? | Yunhua Zhou, Shuhao Xing, Junhao Huang, Xipeng Qiu, Qipeng Guo |
| 2025 | ACL | Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? | Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin, Yunhua Zhou, Xipeng Qiu |
| 2025 | ACL | Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law. | Qiming Ge, Shuhao Xing, Songyang Gao, Yunhua Zhou, Yicheng Zou, Songyang Zhang, Zhi Chen, Hang Yan, Qi Zhang, Qipeng Guo, Kai Chen |
| 2025 | EMNLP | Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs. | Runyu Peng, Yunhua Zhou, Kai Lv, Yang Gao, Qipeng Guo, Xipeng Qiu |
| 2025 | ICLR | BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments. | Xinghao Wang, Pengyu Wang, Bo Wang, Dong Zhang, Yunhua Zhou, Xipeng Qiu |
| 2025 | ICLR | Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures. | Junxuan Wang, Xuyang Ge, Wentao Shu, Qiong Tang, Yunhua Zhou, Zhengfu He, Xipeng Qiu |
| 2025 | ICLR | Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance. | Jiasheng Ye, Peiju Liu, Tianxiang Sun, Jun Zhan, Yunhua Zhou, Xipeng Qiu |
| 2024 | AAAI | DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning. | Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu |
| 2024 | ACL | 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 |
| 2024 | ACL | 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 |
| 2024 | COLING | The Open-World Lottery Ticket Hypothesis for OOD Intent Classification. | Yunhua Zhou, Pengyu Wang, Peiju Liu, Yuxin Wang, Xipeng Qiu |
| 2024 | EMNLP | 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 |
| 2024 | EMNLP | 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 |
| 2023 | ACL | UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction. | Hang Yan, Yu Sun, Xiaonan Li, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu |
| 2023 | ACL | Towards Open Environment Intent Prediction. | Yunhua Zhou, Jiawei Hong, Xipeng Qiu |
| 2023 | ACL | A Probabilistic Framework for Discovering New Intents. | Yunhua Zhou, Guofeng Quan, Xipeng Qiu |
| 2023 | ACL | Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification. | Yunhua Zhou, Jianqiang Yang, Pengyu Wang, Xipeng Qiu |
| 2023 | ACML | Graph Structure Learning via Lottery Hypothesis at Scale. | Yuxin Wang, Xiannian Hu, Jiaqing Xie, Zhangyue Yin, Yunhua Zhou, Xipeng Qiu, Xuanjing Huang |
| 2022 | ACL | KNN-Contrastive Learning for Out-of-Domain Intent Classification. | Yunhua Zhou, Peiju Liu, Xipeng Qiu |
| 2022 | EMNLP | BBTv2: Towards a Gradient-Free Future with Large Language Models. | Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu |
| 2022 | ICML | What Dense Graph Do You Need for Self-Attention? | Yuxin Wang, Chu-Tak Lee, Qipeng Guo, Zhangyue Yin, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu |
| 2019 | SIGIR | Mention Recommendation in Twitter with Cooperative Multi-Agent Reinforcement Learning. | Tao Gui, Peng Liu, Qi Zhang, Liang Zhu, Minlong Peng, Yunhua Zhou, Xuanjing Huang |