Yukun Yan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Data Visualization

Automatic Summarization

Differential Privacy

Top Venues

Publications

Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. CoRR (2024)
Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Chenyan Xiong, Ge Yu
Cleaner Pretraining Corpus Curation with Neural Web Scraping. CoRR (2024)
Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. CoRR (2024)
Junjie Fang, Likai Tang, Hongzhe Bi, Yujia Qin, Si Sun, Zhenyu Li, Haolun Li, Yongjian Li, Xin Cong, Yukun Yan, Xiaodong Shi, Sen Song, Yankai Lin, Zhiyuan Liu, Maosong Sun
UniMem: Towards a Unified View of Long-Context Large Language Models. CoRR (2024)
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yukun Yan, Shuo Wang, Ge Yu
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression. CoRR (2024)
Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. ACL (Findings) (2024)
Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun
PersLLM: A Personified Training Approach for Large Language Models. CoRR (2024)
Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. ACL (1) (2024)
Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. CoRR (2024)
Zhipeng Xu, Zhenghao Liu, Yibin Liu, Chenyan Xiong, Yukun Yan, Shuo Wang, Shi Yu, Zhiyuan Liu, Ge Yu
ActiveRAG: Revealing the Treasures of Knowledge via Active Learning. CoRR (2024)
Lei Ma, Jingtao Li, Dangguo Shao, Jiangkai Yan, Jiawei Wang, Yukun Yan
BCD-MM: Multimodal Sentiment Analysis Model With Dual-Bias-Aware Feature Learning and Attention Mechanisms. IEEE Access 12 (2024)
Hongyu Hu, Qilong Han, Zhiqiang Ma, Yukun Yan, Zuobin Xiong, Linyu Jiang, Yuemin Zhang
PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix. APWeb/WAIM (3) (2023)
Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Yujia Qin, Yining Ye, Yaxi Lu, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun
GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension. CoRR (2023)
Yukun Yan, Bingling Cai, Sen Song
Nested Named Entity Recognition as Building Local Hypergraphs. AAAI (2023)
Yukun Yan, Qingqing Ye, Haibo Hu, Rui Chen, Qilong Han, Leixia Wang
Towards Defending Against Byzantine LDP Amplified Gain Attacks. DASFAA (1) (2023)
Linyu Jiang, Yukun Yan, Zhihong Tian, Zuobin Xiong, Qilong Han
Personalized sampling graph collection with local differential privacy for link prediction. World Wide Web (WWW) 26 (5) (2023)
Yongjie Zhu, Yukun Yan, Qilong Han
PFED-AGG: A Personalized Private Federated Learning Aggregation Algorithm. IJCNN (2023)
Zuotian Han, Yukun Yan, Qilong Han
Fair_FM: An Improved Functional Mechanism to Provide Better Privacy Protection and Fairness Guarantee. IJCNN (2023)
Yukun Yan, Daqi Zheng, Zhengdong Lu, Sen Song
ZoomNet for Topic-Oriented Fragment Recognition in Long Documents. IEEE Access 10 (2022)
Yukun Yan, Sen Song
Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling. CoRR (2022)
Zhengdong Lu, Xianggen Liu, Haotian Cui, Yukun Yan, Daqi Zheng
Object-oriented Neural Programming (OONP) for Document Understanding. ACL (1) (2018)
Yukun Yan, Daqi Zheng, Zhengdong Lu, Sen Song
Zooming Network. CoRR (2018)
Zhengdong Lu, Haotian Cui, Xianggen Liu, Yukun Yan, Daqi Zheng
Object-oriented Neural Programming (OONP) for Document Understanding. CoRR (2017)
Yukun Yan, Daqi Zheng, Zhengdong Lu, Sen Song
Event Identification as a Decision Process with Non-linear Representation of Text. CoRR (2017)