Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ICT-QA: Question Answering Over Multi-Modal Contexts Including Image, Chart, and Text ModalitiesLG AI Research · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)Jun 11, 2025MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal RepresentationsLG AI Research · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings6 citationsJun 10, 2025ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data StreamsAllen Institute for AI, LG AI Research · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings3 citationsJun 10, 2025Scalable Video-to-Dataset Generation for Cross-Platform Mobile AgentsLG AI Research · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings2 citationsJun 10, 2025One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RLLG AI Research · arXiv (Cornell University)Jun 3, 2025Latent Reasoning via Sentence Embedding PredictionLG AI Research · arXiv (Cornell University)1 citationMay 28, 2025SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced SafetyLG AI Research · arXiv (Cornell University)1 citationMay 26, 2025Characterizing Pattern Matching and Its Limits on Compositional Task StructuresLG AI Research · arXiv (Cornell University)May 26, 2025AdaSTaR: Adaptive Data Sampling for Training Self-Taught ReasonersLG AI Research · arXiv (Cornell University)May 22, 2025KoBALT: Korean Benchmark For Advanced Linguistic TasksLG AI Research · arXiv (Cornell University)May 22, 2025Bridging Spectral-Wise and Multi-Spectral Depth Estimation Via Geometry-Guided Contrastive LearningLG AI Research · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings3 citationsMay 19, 2025The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will ThinkLG AI Research · arXiv (Cornell University)May 15, 2025ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide ImagesLG AI Research · arXiv (Cornell University)Apr 17, 2025VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series ForecastingLG AI Research · Proceedings of the AAAI Conference on Artificial Intelligence5 citationsApr 11, 2025Step-Calibrated Diffusion for Biomedical Optical Image RestorationLG AI Research · Proceedings of the AAAI Conference on Artificial Intelligence3 citationsApr 11, 2025Representation Space Augmentation for Effective Self-Supervised Learning on Tabular DataLG AI Research · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsApr 11, 2025Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution DetectionLG AI Research · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsApr 11, 20253D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal DistillationLG AI Research · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsApr 11, 2025ImagePiece: Content-aware Re-tokenization for Efficient Image RecognitionLG AI Research · Proceedings of the AAAI Conference on Artificial IntelligenceApr 11, 2025Towards a better evaluation of out-of-domain generalizationLG AI Research · Neural NetworksApr 3, 2025Teaching Metric Distance to Discrete Autoregressive Language ModelsLG AI Research · arXiv (Cornell University)Mar 4, 2025Adaptive multi-model fusion learning for sparse-reward reinforcement learningLG AI Research · Neurocomputing4 citationsFeb 26, 2025FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account FeaturesLG AI Research · IEEE International Conference on Big Data and Smart Computing (BigComp)Feb 9, 2025Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph UtilizationLG AI Research · arXiv (Cornell University)2 citationsFeb 5, 2025Banknote Fitness Judgment System Using MemSeg Based on K-Means Memory UpdateLG AI Research · International Conference on Electronics, Information, and Communication (ICEIC)Jan 19, 2025