| 2026 | ACL | MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation. | Chi-Hsiang Hsiao, Yi-Cheng Wang, Tzung-Sheng Lin, Yi-Ren Yeh, Chu-Song Chen |
| 2026 | WWW | HyperRAG: Reasoning N-ary Facts over Hypergraphs for Retrieval Augmented Generation. | Wen-Sheng Lien, Yu-Kai Chan, Hao-Lung Hsiao, Bo-Kai Ruan, Meng-Fen Chiang, Chien-An Chen, Yi-Ren Yeh, Hong-Han Shuai |
| 2025 | CVPR | Relation-Rich Visual Document Generator for Visual Information Extraction. | Zi-Han Jiang, Chien-Wei Lin, Wei-Hua Li, Hsuan-Tung Liu, Yi-Ren Yeh, Chu-Song Chen |
| 2025 | KES | Time Series Classification with Language Models. | Chun-Chieh Lin, Yi-Ren Yeh |
| 2024 | COMPSAC | Audio Classification with Semi-Supervised Contrastive Loss and Consistency Regularization. | Juan-Wei Xu, Yi-Ren Yeh |
| 2024 | ECCV | DetailSemNet: Elevating Signature Verification Through Detail-Semantic Integration. | Meng-Cheng Shih, Tsai-Ling Huang, Yu-Heng Shih, Hong-Han Shuai, Hsuan-Tung Liu, Yi-Ren Yeh, Ching-Chun Huang |
| 2023 | ICIP | Domain-Generalized Face Anti-Spoofing with Unknown Attacks. | Zong-Wei Hong, Yu-Chen Lin, Hsuan-Tung Liu, Yi-Ren Yeh, Chu-Song Chen |
| 2023 | WACV | Domain Invariant Vision Transformer Learning for Face Anti-spoofing. | Chen-Hao Liao, Wen-Cheng Chen, Hsuan-Tung Liu, Yi-Ren Yeh, Min-Chun Hu, Chu-Song Chen |
| 2022 | ICIP | Smile: Sequence-to-Sequence Domain Adaptation with Minimizing Latent Entropy for Text Image Recognition. | Yen-Cheng Chang, Yi-Chang Chen, Yu-Chuan Chang, Yi-Ren Yeh |
| 2022 | Interspeech | g2pW: A Conditional Weighted Softmax BERT for Polyphone Disambiguation in Mandarin. | Yi-Chang Chen, Yu-Chuan Steven, Yen-Cheng Chang, Yi-Ren Yeh |
| 2018 | COMPSAC | A Malware Beacon of Botnet by Local Periodic Communication Behavior. | Yi-Ren Yeh, Ming-Kung Sun, C.-Y. Huang |
| 2017 | BMVC | Semantics-Preserving Locality Embedding for Zero-Shot Learning. | Shi-Yen Tao, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2016 | AAAI | Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation. | Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2016 | CVPR | Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation. | Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2016 | ICASSP | Heterogeneous domain adaptation with label and structure consistency. | Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2015 | AVSS | An unsupervised domain adaptation approach for cross-domain visual classification. | Cheng-An Hou, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2015 | ICCV | Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data. | Tzu-Ming Harry Hsu, Wei-Yu Chen, Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2015 | ICIP | Connecting the dots without clues: Unsupervised domain adaptation for cross-domain visual classification. | Wei-Yu Chen, Tzu-Ming Harry Hsu, Cheng-An Hou, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2013 | ANT | A Hierarchical Framework Using Approximated Local Outlier Factor for Efficient Anomaly Detection. | Lin Xu, Yi-Ren Yeh, Yuh-Jye Lee, Jing Li |
| 2013 | MVA | Solving Nonlinear SVM in Linear Time? A Nystrm Approximated SVM with Applications to Image Classification. | Ming-Hen Tsai, Yi-Ren Yeh, Yuh-Jye Lee, Yu-Chiang Frank Wang |
| 2012 | ECCV | Recognizing Actions across Cameras by Exploring the Correlated Subspace. | Chun-Hao Huang, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2011 | ICIP | Locality-constrained group sparse representation for robust face recognition. | Yu-Wei Chao, Yi-Ren Yeh, Yu-Wen Chen, Yuh-Jye Lee, Yu-Chiang Frank Wang |
| 2011 | IJCNN | Group lasso regularized multiple kernel learning for heterogeneous feature selection. | Yi-Ren Yeh, Yung-Yu Chung, Ting-Chu Lin, Yu-Chiang Frank Wang |