Lin, Shou-De

20 publications

AAAI 2025 Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting Yun-Da Tsai, Ting-Yu Yen, Keng-Te Liao, Shou-De Lin

AAAI 2024 Toward More Generalized Malicious URL Detection Models Yun-Da Tsai, Cayon Liow, Yin Sheng Siang, Shou-De Lin

MLJ 2022 Bayesian Mixture Variational Autoencoders for Multi-Modal Learning Keng-Te Liao, Bo-Wei Huang, Chih-Chun Yang, Shou-De Lin

NeurIPS 2022 Environment Diversification with Multi-Head Neural Network for Invariant Learning Bo-Wei Huang, Keng-Te Liao, Chang-Sheng Kao, Shou-De Lin

ICML 2019 MetricGAN: Generative Adversarial Networks Based Black-Box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu, Chien-Feng Liao, Yu Tsao, Shou-De Lin

ALT 2019 Online Linear Optimization with Sparsity Constraints Jun-Kun Wang, Chi-Jen Lu, Shou-De Lin

AAAI 2018 A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents Yueh-Hua Wu, Shou-De Lin

NeurIPS 2018 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization Ian En-Hsu Yen, Wei-Cheng Lee, Kai Zhong, Sung-En Chang, Pradeep K Ravikumar, Shou-De Lin

ICML 2017 Latent Feature Lasso Ian En-Hsu Yen, Wei-Cheng Lee, Sung-En Chang, Arun Sai Suggala, Shou-De Lin, Pradeep Ravikumar

NeurIPS 2017 PRUNE: Preserving Proximity and Global Ranking for Network Embedding Yi-An Lai, Chin-Chi Hsu, Wen Hao Chen, Mi-Yen Yeh, Shou-De Lin

NeurIPS 2015 A Dual Augmented Block Minimization Framework for Learning with Limited Memory Ian En-Hsu Yen, Shan-Wei Lin, Shou-De Lin

JMLR 2015 Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Chun-Pai Yang, Cheng-Xia Chang, Wei-Sheng Chin, Yu-Chin Juan, Hsiao-Yu Tung, Jui-Pin Wang, Cheng-Kuang Wei, Felix Wu, Tu-Chun Yin, Tong Yu, Yong Zhuang, Shou-de Lin, Hsuan-Tien Lin, Chih-Jen Lin

ECML-PKDD 2015 Estimating Potential Customers Anywhere and Anytime Based on Location-Based Social Networks Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin

IJCAI 2015 Measuring and Recommending Time-Sensitive Routes from Location-Based Data Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin

JMLR 2014 Effective String Processing and Matching for Author Disambiguation Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Felix Wu, Hsiao-Yu Tung, Tong Yu, Jui-Pin Wang, Cheng-Xia Chang, Chun-Pai Yang, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Yu-Chuan Su, Cheng-Kuang Wei, Tu-Chun Yin, Chun-Liang Li, Ting-Wei Lin, Cheng-Hao Tsai, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin

ICML 2014 Robust Inverse Covariance Estimation Under Noisy Measurements Jun-Kun Wang, Shou-de Lin

NeurIPS 2014 Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space Ian En-Hsu Yen, Ting-Wei Lin, Shou-De Lin, Pradeep K Ravikumar, Inderjit S Dhillon

IJCAI 2013 I, Poet: Automatic Chinese Poetry Composition Through a Generative Summarization Framework Under Constrained Optimization Rui Yan, Han Jiang, Mirella Lapata, Shou-De Lin, Xueqiang Lv, Xiaoming Li

ACML 2012 A Ranking-Based KNN Approach for Multi-Label Classification Tsung-Hsien Chiang, Hung-Yi Lo, Shou-De Lin

AAAI 2004 Interesting Instance Discovery in Multi-Relational Data Shou-De Lin