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Journal

  1. Zhi Li, Daichi Amagata, Yihong Zhang, Takuya Maekawa, Takahiro Hara, Kei Yonekawa, Mori Kurokawa, "HML4Rec: Hierarchical meta-learning for cold-start recommendation in flash sale e-commerce," Knowledge-Based Systems (KBS), pp.109674, June 2022.

International Conference

  1. Kentaro Shiga, Shuichiro Haruta, Zhi Li, Takahiro Hara, "Domain Adaptation Utilizing Texts and Visions for Cross-domain Recommendations with No Shared Users," Proceedings of IEEE International Conference on Machine Learning and Applications (ICMLA), December 2024.
  2. Zhi Li, Daichi Amagata, Yihong Zhang, Takahiro Hara, Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa, "Mutual Information-based Preference Disentangling and Transferring for Non-overlapped Multi-target Cross-domain Recommendations," Proceedings of International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), July 2024.
  3. Zhi Li, Ryu Takeda, Takahiro Hara, "Meta-domain Adversarial Contrastive Learning for Alleviating Individual Bias in Self-sentiment Predictions," Annual Conference of the International Speech Communication Association (INTERSPEECH), August 2023.
  4. Zhi Li, Daichi Amagata, Yihong Zhang, Takahiro Hara, Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa, "Semantic Relation Transfer for Non-overlapped Cross-domain Recommendations," The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), vol.13937, pp.271-283, May 2023.
  5. Zhi Li, Daichi Amagata, Yihong Zhang, Takahiro Hara, Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa, "Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain Recommendations.," Proceedings of IEEE International Conference on Big Data (BigData), pp.762-769, December 2022.
  6. Zhi Li, Daichi Amagata, Takuya Maekawa, Kei Yonekawa, Mori Kurokawa, Takahiro Hara, "Trends-enhanced Attention & Memory Networks for E-commerce Recommendation," Proceedings of International ACM SIGIR Workshop On eCommerce (SIGIReCom), July 2022.

Domestic Conference

  1. 壺内 陸友, 野村 ひかる, 原 隆浩, 米川 慧, 李 智, 天方 大地, 前川 卓也, 黒川 茂莉, "店舗のテキスト情報とユーザ，店舗の訪問時間の傾向を用いた訪問予測手法," 情報論的学習理論ワークショップ (IBIS), 2021年11月.
  2. 野村 ひかる, 米川 慧, 李 智, 原 隆浩, 天方 大地, 前川 卓也, 黒川 茂莉, "X-Transformerを用いた店舗のクラスタリングに基づく訪問予測," 情報処理学会 マルチメディア通信と分散処理ワークショップ (DPSWS), pp.1-8, 2021年10月.
  3. Zhi Li, Boqi Gao, Daichi Amagata, Takuya Maekawa, Takahiro Hara, Hao Niu, Kei Yonekawa, Mori Kurokawa, "Trends Tracking Memory Recommender Networks for Product Recommendations in E-Commerce," データ工学と情報マネジメントに関するフォーラム (DEIM), 2020年3月.
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