Shou-De Lin

LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 Benchmarking Uncertainty Metrics for LLM Target-Aware Search EMNLP 2025 Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting AAAI 2025 Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025 Text-centric Alignment for Bridging Test-time Unseen Modality EMNLP 2025 Toward More Generalized Malicious URL Detection Models AAAI 2024 Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries ACL 2024 Environment Diversification with Multi-head Neural Network for Invariant Learning NeurIPS 2022 Explainable and Sparse Representations of Academic Articles for Knowledge Exploration COLING 2020 Explaining Word Embeddings via Disentangled Representation AACL 2020 Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs ACL 2020 Controlling Sequence-to-Sequence Models - A Demonstration on Neural-based Acrostic Generator EMNLP 2019 MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement ICML 2019 Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training EMNLP 2019 Online Linear Optimization with Sparsity Constraints ALT 2019 Self-Discriminative Learning for Unsupervised Document Embedding NAACL 2019 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NeurIPS 2018 Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings EMNLP 2018 Latent Feature Lasso ICML 2017 PRUNE: Preserving Proximity and Global Ranking for Network Embedding NeurIPS 2017 Transferring User Interests Across Websites with Unstructured Text for Cold-Start Recommendation EMNLP 2016 A Dual Augmented Block Minimization Framework for Learning with Limited Memory NeurIPS 2015 Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015 Measuring and Recommending Time-Sensitive Routes from Location-based Data IJCAI 2015 Effective String Processing and Matching for Author Disambiguation JMLR 2014 Enriching Cold Start Personalized Language Model Using Social Network Information ACL 2014 Robust Inverse Covariance Estimation under Noisy Measurements ICML 2014 Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space NeurIPS 2014 i, Poet: Automatic Chinese Poetry Composition through a Generative Summarization Framework under Constrained Optimization IJCAI 2013 Semantic v.s. Positions: Utilizing Balanced Proximity in Language Model Smoothing for Information Retrieval IJCNLP 2013 A Ranking-based KNN Approach for Multi-Label Classification ACML 2012 Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks ACL 2012 Online Plagiarized Detection Through Exploiting Lexical, Syntax, and Semantic Information ACL 2012 IMASS: An Intelligent Microblog Analysis and Summarization System ACL 2011 MemeTube: A Sentiment-based Audiovisual System for Analyzing and Displaying Microblog Messages ACL 2011