About Me

Hello, my name is Haru Terashima, Graduate School of Engineering at Nagoya University(Japan).I'm a member of Kawaguchi Laboratory(UCLab). I received my B.E degrees in engineering from Nagoya University, Japan in 2024. My research interests are Urban Computing(Human Behavior Modeling, Human Mobility Prediction) and Machine Learning(Transformer, LLM).
My hobbies are playing darts, solving a mystery, running, and traveling.

Biography

Education

• Department of Information and Communication Engineering
  Graduate School of Engineering, Nagoya University (2024.04 - now)
• Department of Electrical, Electronics, and Information Engineering
  School of Engineering, Nagoya University (2020.04 - 2024.03)
• Aichi Prefectual Meiwa High School (2017.04 - 2020.03)

Experience

• Graduate Program for Lifestyle Revolution based on Transdisciplinary Mobility Innovation (TMI)
  Institutes of Innovation for Future Society, Nagoya University (2024.05 - now)

Grant/Scholarship

Activities

• Asian Student Symposium on Emerging Technologies (ASSET) sponsored by ACM SIGMBILE (2024.6)

Publications

Journal

• Coming soon...

International Conference

• Naoki Tamura, Haru Terashima, Kazuyuki Shoji, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Additive Compositionality in Urban Area Embeddings Based on Human Mobility Patterns", ACM SIGSPATIAL, 2024
  Paper[Link]
• Kazuyuki Shoji, Haru Terashima, Naoki Tamura, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Unveiling Human Attributes through Life Pattern Clustering using GPS Data Only", ACM SIGSPATIAL, 2024
  Paper[Link]
• Haru Terashima, Shun Takagi, Naoki Tamura, Kazuyuki Shoji, Tahera Hossain, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Time-series Stay Frequency for Multi-City Next Location Prediction using Multiple BERTs", ACM SIGSPATIAL 2nd HuMob Challenge Workshop, 2024
  Paper[Link] Grand Winner(geobleu)[Link]
• Haru Terashima, Naoki Tamura, Kazuyuki Shoji, Shin Katayama, Kenta Urano, Takuro Yonezawa, and Nobuo Kawaguchi.
  "Human Mobility Prediction Challenge: Next Location Prediction using Spatiotemporal BERT", ACM SIGSPATIAL 1st HuMob Challenge Workshop, 2023
  Paper[Link] Grand Winner[Link]

Domestic Conference

• 田村直樹, 寺島青, 庄子和之, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "共通潜在空間を介した多様な都市エリアデータのクロスモーダル変換手法", 第84回 IPSJ SIG-UBI研究会, 2024
  Paper[Link]
• 寺島青, 髙木峻, 田村直樹, 庄子和之, Tahera Hossain, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "時系列滞在頻度傾向と移動傾向を組み合わせた移動先予測手法", 第84回 IPSJ SIG-UBI研究会, 2024
  Paper[Link] 優秀論文賞[Link]
• 庄子和之, 寺島青, 田村直樹, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "DiverCityMeter: 大規模移動データによる生活パターン分析を通じた都市空間の多様性算出手法", 第112回 IPSJ SIG-MBL研究会, 2024
  Paper[Link] 優秀論文賞[Link]
• 寺島青, 田村直樹, 庄子和之, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "NSP-BERT: 滞在時間を考慮に入れた効率的なNext Stay予測手法", DICOMOシンポジウム, 2024
  Paper[Link] 優秀プレゼンテーション賞[Link]
• 寺島青, 田村直樹, 庄子和之, 片山晋, 浦野健太, 米澤拓郎, 河口信夫.
  "BERTに基づく都市における移動エリア予測手法の提案", 第111回 IPSJ SIG-MBL研究会, 2024
  Paper[Link] 奨励発表賞[Link]

Awards

Research

• 名古屋大学工学研究科電気系修士中間発表優秀賞, 2025.2
• 優秀論文賞, 第84回 IPSJ SIG-UBI研究会, 2024.11
• 優秀論文賞, 第112回 IPSJ SIG-MBL研究会, 2024.9
• 優秀プレゼンテーション賞, DICOMOシンポジウム, 2024.6
• 奨励発表賞, 第111回 IPSJ SIG-MBL研究会, 2024.5

Competition

• Human Mobility Prediction Challenge 2024
  Grand Winner(GEOBLEU section), uclab (Haru Terashima, Shun Takagi, Naoki Tamura, Kazuyuki Shoji), 2024.10
  Result[Link]
• Human Mobility Prediction Challenge 2023
  Grand Winner, uclab2023 (Haru Terashima, Naoki Tamura, Kazuyuki Shoji), 2023.11
  Result[Link]
• Japan Automotive AI Challenge 2023 Integration
  第3位, UCLab_challengers (寺島青, 鈴木優真, 下里浩昇), 2023.11
• Japan Automotive AI Challenge 2023 For Rookie
  第2位, 寺島青, 2023.8