Yichun Yin

56 papers A* 9B 1Journal 30Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Switch Attention: Towards Dynamic and Fine-grained Hybrid Transformers.
CoRR
Yusheng Zhao, Hourun Li, Bohan Wu, Jingyang Yuan, Meng Zhang, Yichun Yin, Lifeng Shang, Ming Zhang
2025 J jnl
Optical Mie Scattering Concentration-Dynamics Tracer Joint Detection Method for Micron-Nano Dust in GIS/GIL Systems.
IEEE Trans. Instrum. Meas.
Xuan Li, Feichen Zhang, Yichun Yin, Yuan Wang, Naifan Xue, Jian Wang, Hanwen Ren, Qingmin Li
2025 J jnl
Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs.
CoRR
Hanting Chen, Jiarui Qin, Jialong Guo, Tao Yuan, Yichun Yin, Huiling Zhen, Yasheng Wang, Jinpeng Li, Xiaojun Meng, Meng Zhang, Rongju Ruan, Zheyuan Bai, Yehui Tang, Can Chen, Xinghao Chen, Fisher Yu, Ruiming Tang, Yunhe Wang
2025 J jnl
Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs.
CoRR
Yehui Tang, Yichun Yin, Yaoyuan Wang, Hang Zhou, Yu Pan, Wei Guo, Zhiguo Zhang, Miao Rang, Fangcheng Liu, Naifu Zhang, Binghan Li, Yonghan Dong, Xiaojun Meng, Yasheng Wang, Dong Li, Yin Li, Dandan Tu, Can Chen, Youliang Yan, Fisher Yu, Ruiming Tang, Yunhe Wang, Botian Huang, Bo Wang, Boxiao Liu, Changzheng Zhang, Da Kuang, Fei Liu, Gang Huang, Jiansheng Wei, Jiarui Qin, Jie Ran, Jinpeng Li, Jun Zhao, Liang Dai, Lin Li, Liqun Deng, Peifeng Qin, Pengyuan Zeng, Qiang Gu, Shaohua Tang, Shengjun Cheng, Tao Gao, Tao Yu, Tianshu Li, Tianyu Bi, Wei He, Weikai Mao, Wenyong Huang, Wulong Liu, Xiabing Li, Xianzhi Yu, Xueyu Wu, Xu He, Yangkai Du, Yan Xu, Ye Tian, Yimeng Wu, Yongbing Huang, Yong Tian, Yong Zhu, Yue Li, Yufei Wang, Yuhang Gai, Yujun Li, Yu Luo, Yunsheng Ni, Yusen Sun, Zelin Chen, Zhe Liu, Zhicheng Liu, Zhipeng Tu, Zilin Ding, Zongyuan Zhan
2025 J jnl
Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs.
CoRR
Yichun Yin, Wenyong Huang, Kaikai Song, Yehui Tang, Xueyu Wu, Wei Guo, Peng Guo, Yaoyuan Wang, Xiaojun Meng, Yasheng Wang, Dong Li, Can Chen, Dandan Tu, Yin Li, Fisher Yu, Ruiming Tang, Yunhe Wang, Baojun Wang, Bin Wang, Bo Wang, Boxiao Liu, Changzheng Zhang, Duyu Tang, Fei Mi, Hui Jin, Jiansheng Wei, Jiarui Qin, Jinpeng Li, Jun Zhao, Liqun Deng, Lin Li, Minghui Xu, Naifu Zhang, Nianzu Zheng, Qiang Li, Rongju Ruan, Shengjun Cheng, Tianyu Guo, Wei He, Wei Li, Weiwen Liu, Wulong Liu, Xinyi Dai, Yonghan Dong, Yu Pan, Yue Li, Yufei Wang, Yujun Li, Yunsheng Ni, Zhe Liu, Zhenhe Zhang, Zhicheng Liu
2025 — conf
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification.
ACL (1)
Chengwu Liu, Ye Yuan, Yichun Yin, Yan Xu, Xin Xu, Zaoyu Chen, Yasheng Wang, Lifeng Shang, Qun Liu, Ming Zhang
2025 J jnl
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification.
CoRR
Chengwu Liu, Ye Yuan, Yichun Yin, Yan Xu, Xin Xu, Zaoyu Chen, Yasheng Wang, Lifeng Shang, Qun Liu, Ming Zhang
2025 J jnl
Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving.
CoRR
Xin Xu, Yan Xu, Tianhao Chen, Yuchen Yan, Chengwu Liu, Zaoyu Chen, Yufei Wang, Yichun Yin, Yasheng Wang, Lifeng Shang, Qun Liu
2024 J jnl
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models.
CoRR
Xiangyang Li, Kuicai Dong, Yi Quan Lee, Wei Xia, Yichun Yin, Hao Zhang, Yong Liu, Yasheng Wang, Ruiming Tang
2024 A* conf
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning.
ICLR
Jing Xiong, Zixuan Li, Chuanyang Zheng, Zhijiang Guo, Yichun Yin, Enze Xie, Zhicheng Yang, Qingxing Cao, Haiming Wang, Xiongwei Han, Jing Tang, Chengming Li, Xiaodan Liang
2024 A* conf
Preparing Lessons for Progressive Training on Language Models.
AAAI
Yu Pan, Ye Yuan, Yichun Yin, Jiaxin Shi, Zenglin Xu, Ming Zhang, Lifeng Shang, Xin Jiang, Qun Liu
2024 J jnl
Preparing Lessons for Progressive Training on Language Models.
CoRR
Yu Pan, Ye Yuan, Yichun Yin, Jiaxin Shi, Zenglin Xu, Ming Zhang, Lifeng Shang, Xin Jiang, Qun Liu
2023 — conf
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models.
ACL (2)
Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
2023 J jnl
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models.
CoRR
Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
2023 J jnl
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning.
CoRR
Jing Xiong, Zixuan Li, Chuanyang Zheng, Zhijiang Guo, Yichun Yin, Enze Xie, Zhicheng Yang, Qingxing Cao, Haiming Wang, Xiongwei Han, Jing Tang, Chengming Li, Xiaodan Liang
2023 — conf
DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function.
ACL (1)
Haiming Wang, Ye Yuan, Zhengying Liu, Jianhao Shen, Yichun Yin, Jing Xiong, Enze Xie, Han Shi, Yujun Li, Lin Li, Jian Yin, Zhenguo Li, Xiaodan Liang
2023 J jnl
FIMO: A Challenge Formal Dataset for Automated Theorem Proving.
CoRR
Chengwu Liu, Jianhao Shen, Huajian Xin, Zhengying Liu, Ye Yuan, Haiming Wang, Wei Ju, Chuanyang Zheng, Yichun Yin, Lin Li, Ming Zhang, Qun Liu
2023 — conf
NewsDialogues: Towards Proactive News Grounded Conversation.
ACL (Findings)
Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
2023 J jnl
NewsDialogues: Towards Proactive News Grounded Conversation.
CoRR
Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
2023 — conf
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems.
ACL (1)
Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang
2023 A* conf
Reusing Pretrained Models by Multi-linear Operators for Efficient Training.
NeurIPS
Yu Pan, Ye Yuan, Yichun Yin, Zenglin Xu, Lifeng Shang, Xin Jiang, Qun Liu
2023 J jnl
Reusing Pretrained Models by Multi-linear Operators for Efficient Training.
CoRR
Yu Pan, Ye Yuan, Yichun Yin, Zenglin Xu, Lifeng Shang, Xin Jiang, Qun Liu
2023 A* conf
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models.
EMNLP
Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin, Zhengying Liu, Lin Li, Zhijiang Guo, Qingxing Cao, Yinya Huang, Chuanyang Zheng, Xiaodan Liang, Ming Zhang, Qun Liu
2023 J jnl
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models.
CoRR
Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin, Zhengying Liu, Lin Li, Zhijiang Guo, Qingxing Cao, Yinya Huang, Chuanyang Zheng, Xiaodan Liang, Ming Zhang, Qun Liu
2022 — conf
FPT: Improving Prompt Tuning Efficiency via Progressive Training.
EMNLP (Findings)
Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu
2022 J jnl
FPT: Improving Prompt Tuning Efficiency via Progressive Training.
CoRR
Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu
2022 A* conf
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks.
EMNLP
Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu
2022 J jnl
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks.
CoRR
Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu
2022 — conf
bert2BERT: Towards Reusable Pretrained Language Models.
ACL (1)
Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
2021 — conf
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models.
ACL/IJCNLP (1)
Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
2021 J jnl
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models.
CoRR
Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
2021 — conf
Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation.
ICANN (3)
Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu
2021 J jnl
Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation.
CoRR
Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu
2021 — conf
Generate & Rank: A Multi-task Framework for Math Word Problems.
EMNLP (Findings)
Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu
2021 J jnl
Generate & Rank: A Multi-task Framework for Math Word Problems.
CoRR
Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu
2021 J jnl
Improving task-agnostic BERT distillation with layer mapping search.
Neurocomputing
Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
2021 J jnl
Integrating Regular Expressions with Neural Networks via DFA.
CoRR
Shaobo Li, Qun Liu, Xin Jiang, Yichun Yin, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Lifeng Shang
2021 J jnl
LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation.
CoRR
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
2021 J jnl
bert2BERT: Towards Reusable Pretrained Language Models.
CoRR
Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
2020 A* conf
Dialog State Tracking with Reinforced Data Augmentation.
AAAI
Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
2020 J jnl
Improving Task-Agnostic BERT Distillation with Layer Mapping Search.
CoRR
Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
2020 B conf
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction.
COLING
Yichun Yin, Chenguang Wang, Ming Zhang
2020 — conf
TernaryBERT: Distillation-aware Ultra-low Bit BERT.
EMNLP (1)
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu
2020 J jnl
TernaryBERT: Distillation-aware Ultra-low Bit BERT.
CoRR
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu
2020 — conf
The Solution of Huawei Cloud & Noah's Ark Lab to the NLPCC-2020 Challenge: Light Pre-Training Chinese Language Model for NLP Task.
NLPCC (2)
Yuyang Zhang, Jintao Yu, Kai Wang, Yichun Yin, Cheng Chen, Qun Liu
2020 — conf
TinyBERT: Distilling BERT for Natural Language Understanding.
EMNLP (Findings)
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
2019 J jnl
Dialog State Tracking with Reinforced Data Augmentation.
CoRR
Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
2019 — conf
More Chinese women needed to hold up half the computing sky.
ACM TUR-C
Ming Zhang, Yichun Yin
2019 J jnl
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction.
CoRR
Yichun Yin, Chenguang Wang, Ming Zhang
2019 J jnl
TinyBERT: Distilling BERT for Natural Language Understanding.
CoRR
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
2017 A* conf
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension.
EMNLP
Yichun Yin, Yangqiu Song, Ming Zhang
2017 — conf
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings.
SemEval@ACL
Yichun Yin, Yangqiu Song, Ming Zhang
2017 A* conf
Socialized Word Embeddings.
IJCAI
Ziqian Zeng, Yichun Yin, Yangqiu Song, Ming Zhang
2016 A* conf
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction.
IJCAI
Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou
2016 J jnl
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction.
CoRR
Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou
2015 — conf
Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets.
SemEval@NAACL-HLT
Li Dong, Furu Wei, Yichun Yin, Ming Zhou, Ke Xu