Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
DuET: Dual Execution for Test Output Prediction with Generated Code and PseudocodeLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Multi-Drafter Speculative Decoding with Alignment FeedbackLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1MERIT Feedback Elicits Better Bargaining in LLM NegotiatorsLG AI Research · Annual Meeting of the Association for Computational Linguistics (ACL)Jan 1ReSQL: Self-Improving Framework for Reasoning-Aware Text-to-SQL Dataset GenerationLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual ContextsLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect GuidanceLG AI Research · Conference of the European Chapter of the Association for Computational LinguisticsJan 1AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly DetectionLG AI Research · Findings of the Association for Computational Linguistics: EACLJan 1IRPO: Implicit Policy Regularized Preference OptimizationLG AI Research · Findings of the Association for Computational Linguistics: EACLJan 1Spanning Tree Autoregressive Visual GenerationLG AI Research · Lecture notes in computer scienceJan 1Relevance to Utility: Process-Supervised Rewrite for RAGLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Selective LoRA for Visual Tokens and Attention HeadsLG AI Research · arXiv (Cornell University)Dec 22, 2025EXAONE Path 2.5: Pathology Foundation Model with Multi-Omics AlignmentLG AI Research · arXiv (Cornell University)Dec 16, 2025Adaptive Information Routing for Multimodal Time Series ForecastingLG AI Research · arXiv (Cornell University)Dec 11, 2025From Sparse to Dense: Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement LearningLG AI Research · IEEE Transactions on Cognitive and Developmental SystemsDec 11, 2025FraudCenGCL: Role-Aware Graph Contrastive Learning for Low-Homophily Fraud DetectionLG AI Research · IEEE International Conference on Big Data (BigData)Dec 8, 2025TSGM: Regular and Irregular Time-Series Generation Using Score-Based Generative ModelsLG AI Research · IEEE International Conference on Big Data (BigData)Dec 8, 2025On the Relationship Between Populated Regions and Adversarial Robustness in Deep Neural NetworksLG AI Research · Proceedings1 citationNov 12, 2025ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly DetectionLG AI Research · arXiv (Cornell University)Oct 2, 2025Large language models are zero-shot point-of-interest recommendersLG AI Research · Data Mining and Knowledge Discovery4 citationsSep 6, 2025Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability InformationLG AI Research · International Joint Conference on Artificial Intelligence1 citationSep 1, 2025Single-stage table structure recognition approach via efficient sequence modelingLG AI Research · Pattern Recognition Letters1 citationAug 5, 2025Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label ShiftsLG AI Research · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 3, 2025Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive BenchmarkLG AI Research · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)2 citationsAug 1, 2025Privacy-Preserving Training of Support Vector Machines via Secure Multiparty ComputationLG AI Research · ACM Transactions on Privacy and SecurityJul 22, 2025Geometric Embedding Alignment via Curvature Matching in Transfer LearningLG AI Research · arXiv (Cornell University)Jun 16, 2025