研究業績

@workshop{nokey,

title = {Accelerating Decision Forest Training via Node-Level Random Data Sampling},

author = {Tsukasa Yamakura and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu},

year  = {2025},

date = {2025-01-21},

urldate = {2025-01-21},

address = {Asia and South Pacific Design Automation Conference (ASP-DAC), WIP Poster},

keywords = {Awards, Talks},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{neurips_2024_otuska,

title = {Partially Frozen Random Networks Contain Compact Strong Lottery Tickets},

author = {Hikari Otsuka and Daiki Chijiwa and {'A}ngel L{'o}pez Garc{'i}a-Arias and Yasuyuki Okoshi and Kazushi Kawamura and Thiem Van Chu and Daichi Fujiki and Susumu Takeuchi and Masato Motomura},

url = {https://openreview.net/forum?id=xfE4Dk3X6c},

year  = {2024},

date = {2024-12-25},

urldate = {2024-12-25},

address = {Workshop on Machine Learning and Compression, NeurIPS},

keywords = {Talks},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{neurips_2024_lopezb,

title = {The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression With Three Primary Supermasks},

author = {Ángel López García-Arias and Yasuyuki Okoshi and Hikari Otsuka and Daiki Chijiwa and Yasuhiro Fujiwara and Susumu Takeuchi and Masato Motomura},

url = {https://openreview.net/forum?id=CfI2KfPb4C},

year  = {2024},

date = {2024-12-19},

urldate = {2024-12-19},

address = {Workshop on Machine Learning and Compression, NeurIPS},

keywords = {Awards, Talks},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{nokey,

title = {GPB: An Efficient GBDT Training Method with Tree-Level　Parallelism Using Binary Feature Decomposition},

author = {Tsukasa Yamakura and Kazushi Kawamura and Daichi Fujiki and Masato Motomura and Thiem Van Chu},

year  = {2024},

date = {2024-11-03},

urldate = {2024-11-03},

address = {IEEE/ACM International Symposium on Microarchitecture (MICRO), Student Research Competition},

keywords = {Talks},

pubstate = {published},

tppubtype = {workshop}

}

@workshop{nokey,

title = {A Parallel-trial Double-update Annealing Algorithm for Enabling Highly-effective State Transition on Annealing Processors},

author = {Akira Hyodo and Satoru Jimbo and Daiki Okonogi and Genta Inoue and Thiem Chua and Masato Motomura and Kazushi Kawamura},

url = { https://61dac.conference-program.com/presentation/?id=RESEARCH417&sess=sess236},

year  = {2024},

date = {2024-06-25},

urldate = {2024-06-25},

howpublished = {Design Automation Conference (DAC) 2024},

keywords = {Talks},

pubstate = {published},

tppubtype = {workshop}

}