Junbing Yan

23 papers A* 2A 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models.
ACL (6)
Chengyu Wang, Junbing Yan, Yuanhao Yue, Jun Huang
2025 J jnl
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models.
CoRR
Chengyu Wang, Junbing Yan, Yuanhao Yue, Jun Huang
2025 — conf
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models.
EMNLP (System Demonstrations)
Chengyu Wang, Junbing Yan, Wenrui Cai, Yuanhao Yue, Jun Huang
2025 J jnl
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models.
CoRR
Chengyu Wang, Junbing Yan, Wenrui Cai, Yuanhao Yue, Jun Huang
2025 A* conf
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment.
EMNLP
Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang
2025 J jnl
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations.
CoRR
Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang
2025 — conf
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series.
EMNLP (Industry Track)
Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang
2025 J jnl
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series.
CoRR
Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang
2025 J jnl
Training Small Reasoning LLMs with Cognitive Preference Alignment.
CoRR
Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang
2024 J jnl
Do Large Language Models Understand Logic or Just Mimick Context?
CoRR
Junbing Yan, Chengyu Wang, Jun Huang, Wei Zhang
2024 A conf
Making Small Language Models Better Multi-task Learners with Mixture-of-Task-Adapters.
WSDM
Yukang Xie, Chengyu Wang, Junbing Yan, Jiyong Zhou, Feiqi Deng, Jun Huang
2024 — conf
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models.
ACL (Short Papers)
Dongyang Li, Junbing Yan, Taolin Zhang, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang
2024 J jnl
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models.
CoRR
Dongyang Li, Junbing Yan, Taolin Zhang, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang
2024 — conf
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models.
LREC/COLING
Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Wei Zhang, Longtao Huang, Hui Xue
2024 J jnl
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models.
CoRR
Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Longtao Huang, Hui Xue, Wei Zhang
2023 — conf
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models.
EMNLP (Findings)
Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Wei Zhang
2023 J jnl
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models.
CoRR
Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Wei Zhang
2023 J jnl
Making Small Language Models Better Multi-task Learners with Mixture-of-Task-Adapters.
CoRR
Yukang Xie, Chengyu Wang, Junbing Yan, Jiyong Zhou, Feiqi Deng, Jun Huang
2023 J jnl
Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper.
CoRR
Chengyu Wang, Junbing Yan, Wei Zhang, Jun Huang
2023 — conf
UKT: A Unified Knowledgeable Tuning Framework for Chinese Information Extraction.
NLPCC (2)
Jiyong Zhou, Chengyu Wang, Junbing Yan, Jianing Wang, Yukang Xie, Jun Huang, Ying Gao
2022 A* conf
Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation.
WWW
Wei Zhang, Junbing Yan, Zhuo Wang, Jianyong Wang
2021 J jnl
A new bio-inspired metric based on eye movement data for classifying ASD and typically developing children.
Signal Process. Image Commun.
Shuning Xu, Junbing Yan, Menghan Hu
2020 — conf
Quality assessment model for smartphone camera photo based on inception network with residual module and batch normalization.
ICME Workshops
Shuning Xu, Junbing Yan, Menghan Hu, Qingli Li, Jiantao Zhou