|
About
/
News
/
Publications
Publications
2026
| CVPR |
Soft Modality-Guided Expert Specialization in MoE-VLMs
Zi-Hao Bo, Yaqian Li, Anzhou Hou, Rinyoichi Takezoe, Ertao Zhao, Tianxiang Pan, Jiale Yan, Mo Guang, Kaiwen Long
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 — Poster
|
| CVPR WS |
Step-CoT: Stepwise Visual Chain-of-Thought for Medical Visual Question Answering
Lin Fan, Yafei Ou, Zhipeng Deng, Pengyu Dai, Hou Chongxian, Jiale Yan, Yaqian Li, Kaiwen Long, Xun Gong, Masayuki Ikebe, Yefeng Zheng
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops — Findings, 2026
|
2025
| ISCA |
BingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT
Jiale Yan, Hiroaki Ito, Yuta Nagahara, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki
The 52nd International Symposium on Computer Architecture (ISCA), 2025
ISCA artifact evaluation (ACM)
Code / artifact
|
| TVLSI |
DMSA: An Efficient Architecture for Sparse-Sparse Matrix Multiplication Based on Distribute-Merge Product Dataflow
Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Daichi Fujiki, Masato Motomura, Thiem Van Chu
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025
|
| Cool Chips |
TTF-GNN: Memory-Efficient GNNs via Tensor Train Decomposition and Network Folding
Hiroaki Ito, Jiale Yan, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Daichi Fujiki
IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips), 2025
|
| TMLR |
Uncovering Strong Lottery Tickets in Graph Transformers: A Path to Memory Efficient and Robust Graph Learning
Hiroaki Ito, Jiale Yan, Hikari Otsuka, Kazushi Kawamura, Masato Motomura, Thiem Van Chu, Daichi Fujiki
Transactions on Machine Learning Research (TMLR), 2025
|
| IBISML |
伊藤宏朗, 嚴佳樂, 大塚光莉, 川村一志, 本村真人, ティエム・ヴァン・チュ, 藤木大地
第56回 IBISML研究会, 2025
|
2024
| LoG |
Multicoated and folded graph neural networks with strong lottery tickets
Jiale Yan, Hiroaki Ito, Ángel López García-Arias, Yasuyuki Okoshi, Hikari Otsuka, Kazushi Kawamura, Thiem Van Chu, Masato Motomura
Learning on Graphs Conference, PMLR, 2024
|
| RCCS |
Efficient Co-Design of Hardware and Algorithms for SLT-based Graph Neural Networks
Jiale Yan, Hiroaki Ito, Masato Motomura, et al.
6th R-CCS International Symposium (RCCS-IS6), 2024
|
| RCCS |
Memory-efficient Methods for Graph Transformer Using Strong Lottery Tickets Hypothesis
Hiroaki Ito, Jiale Yan, Masato Motomura, et al.
6th R-CCS International Symposium (RCCS-IS6), 2024
|
| ASP-DAC |
Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow
Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu
29th Asia and South Pacific Design Automation Conference (ASP-DAC), 2024
|
| ICCE |
Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA
Yuta Nagahara, Jiale Yan, Kazushi Kawamura, Masato Motomura, Thiem Van Chu
IEEE International Conference on Consumer Electronics (ICCE), 2024
|
| VLD |
分散マージ乗算手法に基づく疎行列疎行列積アクセラレータ
永原雄大, Jiale Yan, 川村一志, 本村真人, Thiem Van Chu
VLSI設計技術研究会（VLD）, 2024
|
2023
| Cool Chips |
Jiale Yan, M. Motomura
IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips 26), 2023 — Best Poster Award
Paper
|
| Access |
Jiale Yan, Kota Ando, Jiyoung Yu, Masato Motomura
IEEE Access, 2023
Paper
|
2019
| Sci. Sinica |
Jiale Yan, Ying Zhang, Fengbin Tu, Jianxun Yang, Shixuan Zheng, Peng OuYang, Leibo Liu, Yuan Xie, Shaojun Wei, Shouyi Yin
SCIENTIA SINICA Informationis, 2019 — Best Paper Award
Paper
|
2018
| TCAD |
Jiale Yan, Shouyi Yin, Fengbin Tu, Leibo Liu, Shaojun Wei
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2018
Paper
|
|