論文

• Zhen Wang, Dongyuan Li, Renhe Jiang, Manabu Okumura. Continuous Sign Language Recognition with Multi-Scale Spatial-Temporal Feature Enhancement, IEEE Access, Vol. 13, pp. 5491-5506, Jan. 2025.
• Zhen Wang, Dongyuan Li, Renhe Jiang, Manabu Okumura. Continuous Sign Language Recognition with Multi-Scale Spatial-Temporal Feature Enhancement, IEEE Access, Vol. 13, pp. 5491-5506, Jan. 2025.
• Zhen Wang, Dongyuan Li, Renhe Jiang, Manabu Okumura. Continuous Sign Language Recognition with Multi-Scale Spatial-Temporal Feature Enhancement, IEEE Access, Vol. 13, pp. 5491-5506, Jan. 2025.
• Zhen Wang, Dongyuan Li, Renhe Jiang, Manabu Okumura. Continuous Sign Language Recognition with Multi-Scale Spatial-Temporal Feature Enhancement, IEEE Access, Vol. 13, pp. 5491-5506, Jan. 2025.
• Dongyuan Li, Yusong WANG, Kotaro Funakoshi, Manabu Okumura. Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition, Journal of Natural Language Processing, Vol. 31, No. 3, Sept. 2024.
• Dongyuan Li, Zhen Wang, Yankai Chen, Renhe Jiang, Weiping Ding, Manabu Okumura. A Survey on Deep Active Learning: Recent Advances and New Frontiers, IEEE Transactions on Neural Networks and Learning Systems, May 2024.
• Dongyuan Li, Zhen Wang, Yankai Chen, Renhe Jiang, Weiping Ding, Manabu Okumura. A Survey on Deep Active Learning: Recent Advances and New Frontiers, IEEE Transactions on Neural Networks and Learning Systems, Vol. 36, No. 4, pp. 5879-5899, Apr. 2024.
• Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura. A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model, the Journal of Natural Language Processing, Vol. 30, No. 3, pp. 1011-1041, Sept. 2023.
• Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization, the Journal of Natural Language Processing, Vol. 30, No. 1, Mar. 2023.

国際会議発表 (査読有り)

• Dongyuan Li, Shiyin Tan, Ying Zhang, Ming Jin, Shirui Pan, Manabu Okumura, Renhe Jiang. DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs, The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), Dec. 2025.
• Shiyin Tan, Dongyuan Li, Renhe Jiang, Zhen Wang, Xingtong Yu, Manabu Okumura. Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity, The 31st SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2025), Aug. 2025.
• Shiyin Tan, Dongyuan Li, Renhe Jiang, Ying Zhang, Manabu Okumura. Community-Invariant Graph Contrastive Learning, Forty-first International Conference on Machine Learning (ICML2024), July 2025.
• Shiyin Tan, Jaeeon Park, Dongyuan Li, Renhe Jiang, Manabu Okumura. A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization, The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), July 2025.
• Jian Wu, Linyi Yang, Dongyuan Li, Yuliang Ji, Manabu Okumura, Yue Zhang. MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions, The 13rd International Conference on Learning Representations (ICLR 2025), Apr. 2025.
• Dongyuan Li, Shiyin Tan, Ying Zhang, Ming Jin, Shirui Pan, Manabu Okumura, Renhe Jiang. DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs, The 1st International Workshop on Spatio-Temporal Data Mining from the Web (WebST-25), Apr. 2025.
• Dongyuan Li, Satoshi Kosugi, Ying Zhang, Manabu Okumura, Feng Xia, Renhe Jiang. Revisiting Dynamic Graph Clustering via Matrix Factorization, The Web Conference, Apr. 2025.
• Dongyuan Li, Satoshi Kosugi, Ying Zhang, Manabu Okumura, Feng Xia, Renhe Jiang. Revisiting Dynamic Graph Clustering via Matrix Factorization, The Web Conference 2025, Apr. 2025.
• Chun-Fang Chuang, Dongyuan Li, Satoshi Kosugi, Kotaro Funakoshi, Manabu Okumura. LPLS: A Selection Strategy Based on Pseudo-Labeling Status for Semi-Supervised Active Learning in Text Classification, The 38th Pacific Asia Conference on Language, Information and Computation (PACLIC 38), Dec. 2024.
• Yusong Wang, Ying Zhang, Dongyuan Li, Jialun Shen, Yicheng Xu, Mingkun Xu, Kotaro Funakoshi, Manabu Okumura. FINE-LMT: Fine-grained Feature Learning for Multi-Modal Machine Translation, PRICAI 2024 (The 21st Pacific Rim International Conference on Artificial Intelligence), Nov. 2024.
• Dongyuan Li, Ying Zhang, Zhen Wang, Shiyin Tan, Satoshi Kosugi, Manabu Okumura. Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization, The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Nov. 2024.
• Yusong Wang, Dongyuan Li, Jialun Shen, Yicheng Xu, Mingkun Xu, Kotaro Funakoshi, Manabu Okumura. LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation, The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Nov. 2024.
• Zhen Wang, Dongyuan Li, Manabu Okumura. MULTIMODAL GRAPH-BASED AUDIO-VISUAL EVENT LOCALIZATION, IEEE ICASSP 2024, Apr. 2024.
• Fuyang Yu, Zhen Wang, Dongyuan Li, Peide Zhu, Xiaochuan Wang, Xiaohui Liang, Manabu Okumura. Towards Cross-modal Point Cloud Retrieval for Indoor Scenes, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Dongyuan Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition, the 2023 Conference on Empirical Methods in Natural Language Processing, Dec. 2023.
• Dongyuan Li, Yusong WANG, Kotaro Funakoshi, Manabu Okumura. Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition, IEEE Workshop on Automatic Speech Recognition and Understanding 2023, IEEE Workshop on Automatic Speech Recognition and Understanding 2023, Dec. 2023.
• Dongyuan Li, Shiyin Tan, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction, the CIKM 2023, Oct. 2023.
• Yusong Wang, Dongyuan Li, Kotaro Funakoshi, Manabu Okumura. EMP: Emotion-guided Multi-modal Fusion and Contrastive Learning for Personality Traits Recognition, the 2023 ACM International Conference on Multimedia Retrieval (ICMR 2023), June 2023.
• Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura. A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model, The 29th International Conference on Computational Linguistics（COLING 2022）, Oct. 2022.
• Jingyi You, Dongyuan Li, Manabu Okumura, Kenji Suzuki. JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation,, The 29th International Conference on Computational Linguistics(COLING 2022), Oct. 2022.
• Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization, NAACL HLT 2022, July 2022.

学位論文

• Empowering Emotion Recognition with Flexible Modality Information,  Thesis,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/09/20,   
• Empowering Emotion Recognition with Flexible Modality Information,  Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/09/20,   
• Empowering Emotion Recognition with Flexible Modality Information,  Exam Summary,  Doctor (Engineering),  Tokyo Institute of Technology,  2024/09/20,   

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