Publications

International conference

Retrieving Instance Segmentation Models using Local Image Features via Transformer Encoder

Huu-Long Pham, Masataka Kubouchi, Takuma Nishimoto, Takehiro Yamamoto, Hiroaki Ohshima

Proceedings of the 28th International Conference on Asia-Pacific Digital Libraries (ICADL 2026)

To appear.

International conference

Which LoRA Should Be Merged Next? Retrieving an Additional LoRA from a Target Image

Daichi Sugita, Huu-Long Pham, Makoto P. Kato, Hiroaki Ohshima, Sumio Fujita, Yoshiyuki Shoji

Proceedings of the 2026 International Conference on Multimedia Retrieval (ICMR 2026) · pp. 99–107

DOI: 10.1145/3805622.3810865

International conference

Retrieval of LoRA Models based on Layer-Wise Weight Embedding without Metadata

Yuro Kanada, Yuma Oe, Huu-Long Pham, Makoto P. Kato, Hiroaki Ohshima, Sumio Fujita, Yoshiyuki Shoji

Proceedings of the 2026 International Conference on Multimedia Retrieval (ICMR 2026) · pp. 2818–2825

DOI: 10.1145/3805622.3810428

International conference

Accident Severity Prediction Using Multi-Zoom-Level Map Images

Hiroki Naito, Yuki Nakanishi, Wakana Kuwata, Huu-Long Pham, Tomoya Hashiguchi, Hiroaki Ohshima

Proceedings of the 14th International Conference on Software and Information Engineering (ICSIE 2026) · pp. 166–173

Journal

Image Style Transfer Model Retrieval using Transformer Encoder and Learning to Rank

Huu-Long Pham, Yoshiyuki Shoji, Sumio Fujita, Hiroaki Ohshima

IPSJ Transactions on Databases · vol. 34 · pp. 121–131

Journal

Instance Segmentation Model Retrieval using Performance Prediction and Learning to Rank

Huu-Long Pham, Masataka Kubouchi, Takuma Nishimoto, Takehiro Yamamoto, Hiroaki Ohshima

IPSJ Transactions on Databases · vol. 33 · pp. 866–879

Journal

Pre-trained BERT Model Retrieval: Inference-Based No-Learning Approach using k-Nearest Neighbour Algorithm

Huu-Long PHAM, Ryota MIBAYASHI, Takehiro YAMAMOTO, Makoto P. KATO, Yusuke YAMAMOTO, Yoshiyuki SHOJI, Hiroaki OHSHIMA

IEICE Transactions on Information and Systems · vol. E108.D(8) · pp. 872–882

DOI: 10.1587/transinf.2024dat0003

International conference

Image-Generation AI Model Retrieval by Contrastive Learning-Based Style Distance Calculation.

Vu Thi Ngoc Anh, Yoshiyuki Shoji, Yuma Oe, Huu-Long Pham, Hiroaki Ohshima

MMM (2) · pp. 101–114

DOI: 10.1007/978-981-96-2061-6_8

International conference

Inference-Based No-Learning Approach on Pre-Trained BERT Model Retrieval.

Huu-Long Pham, Ryota Mibayashi, Takehiro Yamamoto, Makoto P. Kato, Yusuke Yamamoto, Yoshiyuki Shoji, Hiroaki Ohshima

IEEE International Conference on Big Data and Smart Computing(BigComp) · pp. 234–241

DOI: 10.1109/BigComp60711.2024.00044

Workshop / evaluation forum

KANDUH at the NTCIR-17 Transfer Task

Tomoya Hashiguchi, Ryota Mibayashi, Huu-Long Pham, Wakana Kuwata, Yuka Kawada, Yuya Tsuda, Takehiro Yamamoto, Hiroaki Ohshima

NTCIR-17 Conference

DOI: 10.20736/0002001330

Workshop / evaluation forum

Quiz Generation on the Electronic Guide Application for Improving Learning Experience in the Museum.

Masaki Ueta, Tomoya Hashiguchi, Huu-Long Pham, Yoshiyuki Shoji, Noriko Kando, Yusuke Yamamoto, Takehiro Yamamoto, Hiroaki Ohshima

Joint Proceedings of the Second Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science, and Third Workshop on Evaluation of Personalisation in Information Retrieval co-located with 6th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2021)(BIRDS+WEPIR@CHIIR) · pp. 96–104

Workshop / evaluation forum

Uhai at the NTCIR-15 Data Search task

Ryota Mibayashi, Huulong Pham, Naoaki Matsumoto, Takehiro Yamamoto, Hiroaki Ohshima

Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies, December 8-11, 2020 · vol. 15 · pp. 293–298

Workshop / evaluation forum

Behavioral Classification Using Feature Selection in the Micro Activity Retrieval Task

Takuma Yoshimura, Pham Huulong, Ryota Mibayashi, Rui Kimura, Hiroaki Ohshima

Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies, December 8-11, 2020 · vol. 15 · pp. 304–308