陆 晓天

Xiaotian Lu

Github

Email: lu dot ml.ist.i.kyoto-u.ac.jp


Hi~ I am a Ph.D student at Kashima Lab, Kyoto University, interested in Machine Learning.


Education


2022.4 ~ Now

Ph.D Student

Department of Intelligence Science and Technology,

Graduate School of Informatics, Kyoto University

2020.4~2022.3

Master's Degree in Informatics

Department of Intelligence Science and Technology,

Graduate School of Informatics, Kyoto University


2015.9~2019.6

Bachelor's Degree in Engineering

Department of Computer Science and Technology,

College of Information Technology, Shanghai Ocean University


Publications


2024, International Conference (refereed)

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.

2024, International Conference (refereed)

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.

2023, International Conference (refereed)

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.

2023, International Conference (refereed)

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.

2023, International Conference (refereed)

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).

2021, International Conference (refereed)

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]



Work Experience


2020.11~ Now

Research Assistant, Kyoto University


2019.10~2020.3

Engineer, SPDBank



Scholarship


2023.4 ~ 2025.3

JSPS Research Fellowship for Young Scientist (DC2)

2022.4 ~ 2023.3

Kyoto University Science and Technology Innovation Creation Fellowship

2021.1

MEXT Honors Scholarship for Privately-Financed International Students


Skills



Hobby