2026
Adaptive Layer Selection for Layer-Wise Token Pruning in LLM Inference
Rei Taniguchi, Yuyang Dong, Makoto Onizuka, Chuan Xiao
Findings of ACL · 2026
23 of 23 publications and tutorials · * Equal contribution.
2026
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation
Nobuhiro Ueda*, Yuyang Dong*, Krisztián Boros, Daiki Ito, Takuya Sera, Masafumi Oyamada
Findings of EACL · 2026
2025
Learning Deliberately, Acting Intuitively: Unlocking Test-Time Reasoning in Multimodal LLMs
Yahan Yu, Yuyang Dong , Masafumi Oyamada
arXiv preprint · 2025
2024
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing
Haochen Zhang*, Yuyang Dong*, Chuan Xiao, Masafumi Oyamada
EMNLP · 2024
2024
On the Use of Large Language Models for Table Tasks (Tutorial)
Yuyang Dong , Masafumi Oyamada, Chuan Xiao, Haochen Zhang
33rd ACM International Conference on Information and Knowledge Management ( CIKM 2024 )
2024
Large Language Models as Data Preprocessors
Haochen Zhang, Yuyang Dong , Chuan Xiao, Masafumi Oyamada
2nd International Workshop on Tabular Data Analysis, International Conference on Very Large Data Bases. ( TaDA workshop@VLDB 2024 )
2023
QA-Matcher: Unsupervised Entity Matching Using A Question Answering Model
Shogo Hayashi, Yuyang Dong , Masafumi Oyamada
Pacific-Asia Conference on Knowledge Discovery and Data Mining ( PAKDD 2023 )
2023
2022
Table Enrichment System for Machine Learning
Yuyang Dong , Masafumi Oyamada
Demo paper, International ACM SIGIR Conference on Research and Development in Information Retrieval ( SIGIR 2022 )
2021
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach
Yuyang Dong , Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada
International Conference on Data Engineering ( ICDE 2021 )
2021
Quality Control for Hierarchical Classification with Incomplete Annotations
Masafumi Enomoto, Kunihiro Takeoka, Yuyang Dong , Masafumi Oyamada, Takeshi Okadome
Pacific-Asia Conference on Knowledge Discovery and Data Mining ( PAKDD 2021 )
2021
Entity Matching with String Transformation and Similarity-Based Features
Kazunori Sakai, Yuyang Dong , Masafumi Oyamada, Kunihiro Takeoka, Takeshi Okadome
Workshop on Software Foundations for Data Interoperability ( SFDI 2021@VLDB 2021 Workshop )
2020
Learning from Unsure Responses
Kunihiro Takeoka, Yuyang Dong , Masafumi Oyamada
AAAI Conference on Artificial Intelligence ( AAAI 2020 )
2020
NGNC: A Flexible and Efficient Framework for Error-Tolerant Query Autocompletion
Yukai Miao, Jianbin Qin, Sheng Hu, Yuyang Dong , Yoshiharu Ishikawa, Makoto Onizuka
Workshop on Software Foundations for Data Interoperability ( SFDI 2020@VLDB 2020 Workshop )
2020
Continuous Top-k Spatial-Keyword Search on Dynamic Objects
Yuyang Dong , Chuan Xiao, Hanxiong Chen, Jefferey Xu Yu, Kunihiro Takeoka, Masafumi Oyamada, and Hiroyuki Kitagawa
The VLDB Journal, Springer. ( VLDBJ )
2019
Continuous Search on Dynamic Spatial Keyword Objects
Yuyang Dong , Hanxiong Chen, Hiroyuki kitagawa
Short paper, International Conference on Data Engineering ( ICDE 2019 )
2019
Balanced Nearest Neighborhood Query in Spatial Database
Sang Le, Yuyang Dong , Hanxiong Chen, Kazutaka Furuse.
Short paper. International Conference on Big Data and Smart Computing ( BigComp 2019 )
2018
Weighted Aggregate Reverse Rank Queries
Yuyang Dong , Hanxiong Chen, Jeffrey Xu Yu, Kazutaka Furuse, Hiroyuki Kitagawa.
ACM Transactions on Spatial Algorithms and Systems ( TSAS )
2018
Bound-and-filter Framework for Aggregate Reverse Rank Queries
Yuyang Dong , Hanxiong Chen, Kazutaka Furuse, Hiroyuki kitagawa
Transactions on Large-Scale Data and Knowledge-Centered Systems ( TLDKS )
2018
Efficient Methods for Aggregate Reverse Rank Queries
Yuyang Dong , Hanxiong Chen, Kazutaka Furuse, Hiroyuki Kitagawa
IEICE Transactions on Information and Systems.
2017
Grid-Index algorithm for reverse rank queries.
Yuyang Dong , Hanxiong Chen, Jeffrey Xu Yu, Kazutaka Furuse, Hiroyuki Kitagawa
International Conference on Extending Database Technology ( EDBT 2017 )
2017
Efficient Processing of Aggregate Reverse Rank Queries.
Yuyang Dong , Hanxiong Chen, Hiroyuki kitagawa.
Short paper. International Conference on Database and Expert Systems Applications ( DEXA 2017 )
2016
Aggregate Reverse Rank Queries
Yuyang Dong , Hanxiong Chen, Kazutaka Furuse, Hiroyuki Kitagawa
International Conference on Database and Expert Systems Applications ( DEXA 2016 ) ( Best Paper Award )
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