陆 晓天

Ph.D Student

Department of Intelligence Science and Technology,

Graduate School of Informatics, Kyoto University

Master's Degree in Informatics

Department of Intelligence Science and Technology,

Graduate School of Informatics, Kyoto University

Bachelor's Degree in Engineering

Department of Computer Science and Technology,

College of Information Technology, Shanghai Ocean University

AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses.

Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima.

In Findings of the Association for Computational Linguistics: EMNLP, 2024.

Evaluating Saliency Explanations in NLP by Crowdsourcing.

Xiaotian Lu, Jiyi Li, Zhen Wan, Xiaofeng Lin, Koh Takeuchi, Hisashi Kashima.

In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024.

Treatment Effect Estimation Under Unknown Interference.

Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu and Hisashi Kashima

In Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024.

Taming Small-sample Bias in Low-budget Active Learning.

Linxin Song, Jieyu Zhang, Xiaotian Lu, Tianyi Zhou

In Proceedings of the Data-centric Machine Learning Research (DMLR) Workshop at the International Conference on Machine Learning (ICML), 2023.

Estimating Treatment Effects Under Heterogeneous Interference.

Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Han Bao, Koh Takeuchi, Hisashi Kashima

In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2023.

Multiview Representation Learning from Crowdsourced Triplet Comparisons.

Xiaotian Lu, Jiyi Li, Koh Takeuchi, Koh Takeuchi, Hisashi Kashima.

In Proceedings of the Web Conference 2023 (WWW2023).

Crowdsourcing Evaluation of Saliency-based XAI Methods.

Xiaotian Lu, Arseny Tolmachev, Tatsuya Yamamoto, Koh Takeuchi, Seiji Okajima, Tomoyoshi Takebayashi, Koji Maruhashi, Hisashi Kashima.

In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2021.

[arXiv], [Demo]

Research Assistant, Kyoto University

Engineer, SPDBank

JSPS Research Fellowship for Young Scientist (DC2)

Kyoto University Science and Technology Innovation Creation Fellowship

MEXT Honors Scholarship for Privately-Financed International Students