Yunhua Zhou

15 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×6 EMNLP ×3 ICLR ×3 NeurIPS ×2 AAAI ×1

Frequent coauthors

Xipeng Qiu

×13

Qipeng Guo

×9

Shuhao Xing

×4

Hang Yan

×4

Tianxiang Sun

×4

Zhiyuan Zeng

×4

Yicheng Zou

×3

Tao Gui

×3

Qi Zhang

×3

Bo Wang

×3

Linyang Li

×3

Zhangyue Yin

×3

Papers

How to Set the Learning Rate for Large-Scale Pre-training?
ACL 2026 · Yunhua Zhou,
Shuhao Xing
,
Junhao Huang
,
Xipeng Qiu
,
Qipeng Guo
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
ACL 2026 ·
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
BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
ICLR 2025 ·
Xinghao Wang
,
Pengyu Wang
,
Bo Wang
,
Dong Zhang
, Yunhua Zhou,
Xipeng Qiu
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
ACL 2025 ·
Qiming Ge
,
Shuhao Xing
,
Songyang Gao
, Yunhua Zhou,
Yicheng Zou
,
Songyang Zhang
,
Zhi Chen
,
Hang Yan
,
Qi Zhang
,
Qipeng Guo
,
Kai Chen
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
ICLR 2025 ·
Jiasheng Ye
,
Peiju Liu
,
Tianxiang Sun
,
Jun Zhan
, Yunhua Zhou,
Xipeng Qiu
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs
EMNLP 2025 ·
Runyu Peng
, Yunhua Zhou,
Kai Lv
,
Yang Gao
,
Qipeng Guo
,
Xipeng Qiu
Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
NeurIPS 2025 ·
Bo Wang
,
Qinyuan Cheng
,
Runyu Peng
,
Rong Bao
,
Peiji Li
,
Qipeng Guo
,
Linyang Li
,
Zhiyuan Zeng
, Yunhua Zhou,
Xipeng Qiu
Pre-Trained Policy Discriminators are General Reward Models
NeurIPS 2025 ·
Shihan Dou
,
Shichun Liu
,
Yuming Yang
,
Yicheng Zou
, Yunhua Zhou,
Shuhao Xing
,
Chenhao Huang
,
Qiming Ge
,
Haijun Lv
,
Demin Song
,
Songyang Gao
,
Chengqi Lyu
,
Enyu Zhou
,
Honglin Guo
,
Zhiheng Xi
,
Qipeng Guo
,
Wenwei Zhang
,
Tao Gui
,
Qi Zhang
,
Xipeng Qiu
,
Xuanjing Huang
,
Kai Chen
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?
ACL 2025 ·
Zhiyuan Zeng
,
Qinyuan Cheng
,
Zhangyue Yin
, Yunhua Zhou,
Xipeng Qiu
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures
ICLR 2025 ·
Junxuan Wang
,
Xuyang Ge
,
Wentao Shu
,
Qiong Tang
, Yunhua Zhou,
Zhengfu He
,
Xipeng Qiu
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
ACL 2024 ·
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
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
ACL 2024 ·
Demin Song
,
Honglin Guo
, Yunhua Zhou,
Shuhao Xing
,
Yudong Wang
,
Zifan Song
,
Wenwei Zhang
,
Qipeng Guo
,
Hang Yan
,
Xipeng Qiu
,
Dahua Lin
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
AAAI 2024 ·
Xinghao Wang
,
Junliang He
,
Pengyu Wang
, Yunhua Zhou,
Tianxiang Sun
,
Xipeng Qiu
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk
EMNLP 2024 ·
Zhiyuan Zeng
,
Qipeng Guo
,
Xiaoran Liu
,
Zhangyue Yin
,
Wentao Shu
,
Mianqiu Huang
,
Bo Wang
, Yunhua Zhou,
Linlin Li
,
Qun Liu
,
Xipeng Qiu
Turn Waste into Worth: Rectifying Top-k Router of MoE
EMNLP 2024 ·
Zhiyuan Zeng
,
Qipeng Guo
,
Zhaoye Fei
,
Zhangyue Yin
, Yunhua Zhou,
Linyang Li
,
Tianxiang Sun
,
Hang Yan
,
Dahua Lin
,
Xipeng Qiu