Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Sphinx: Benchmarking and Modeling for LLM-Driven Pull Request ReviewMicrosoft · arXiv (Cornell University)Jan 6CRoPE: Efficient Parametrization of Rotary Positional Embeddingd-Matrix · arXiv (Cornell University)Jan 6Progressive Generative Adversarial Network Based on Spatial Style for Makeup TransferNVIDIA · Expert SystemsJan 6Orchestrating optimization passes of machine learning compiler for reducing memory footprints of computation graphsAlibaba · Journal of Systems ArchitectureJan 6Beyond LLaVA-HD: Diving Into High-Resolution Multimodal Large Language ModelsMeta · IEEE Transactions on Pattern Analysis and Machine Intelligence18 citationsJan 5Resilience of the surface code to error burstsAlphabet · Physical Review A5 citationsJan 5Can LLMs Track Their Output Length? A Dynamic Feedback Mechanism for Precise Length RegulationAlibaba · arXiv (Cornell University)1 citationJan 5Context-Free Recognition with TransformersAllen Institute for AI · arXiv (Cornell University)1 citationJan 5AutoSOC Cyber Analyst (ASOC-CA): Using AI to Automate SOC Tier 1 & 2 ActivitiesMicrosoft · IEEE Annual Computing and Communication Workshop and Conference (CCWC)Jan 5AI-Driven Incident Management for Distributed Cloud Systems: Detection, Mitigation, and Root Cause AutomationMicrosoft · Journal of Information Systems Engineering & ManagementJan 5Applications of Transformers in Recommendation Models: Capturing Long-Term DependenciesOptimization StrategiesMeta · Journal of Computational Analysis and ApplicationsJan 5WebGym: Scaling Training Environments for Visual Web Agents with Realistic TasksMicrosoft · arXiv (Cornell University)Jan 5Logics-STEM: Empowering LLM Reasoning via Failure-Driven Post-Training and Document Knowledge EnhancementAlibaba · arXiv (Cornell University)1 citationJan 4Improving Flexible Image Tokenizers for Autoregressive Image GenerationMeta · arXiv (Cornell University)Jan 4Characterizing clinical toxicity in cancer combination therapiesMicrosoft · Bioinformatics1 citationJan 3A Multi-Modal Machine Learning Architecture for Resource-Efficient Sensing and Sustainable Edge IntelligenceMicrosoft · International Journal on Engineering Artificial Intelligence Management Decision Support and PoliciesJan 3Ribbon: Fast Succinct Static Retrieval and Approximate MembershipMeta · Journal of the ACMJan 3SLA Driven Program Planning for Cloud Delivery PipelinesMicrosoft · International Conference on Smart Futuristic Technology (SMARTTECH)30 citationsJan 2FedPML: Federated Prototype Meta-Learning for Adaptation and Generalization in Distributed EnvironmentsAlphabet · IEEE Internet of Things Journal2 citationsJan 2Adversarial Attack & Defense on Image-Based CAPTCHANVIDIA · International Conference on Smart Futuristic Technology (SMARTTECH)Jan 2Deep Learning-Based Anomaly Detection for Cybersecurity of Zero-Trust IDS in Cloud EnvironmentsMeta · International Conference on Smart Futuristic Technology (SMARTTECH)Jan 2Semantic Image Synthesis via Diffusion ModelsMicrosoft · IEEE Transactions on Multimedia170 citationsJan 1From LLM Reasoning to Autonomous AI Agents: A Comprehensive ReviewTechnology Innovation Institute · IEEE Access123 citationsJan 1CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile ApplicationsSenseTime · IEEE Transactions on Image Processing90 citationsJan 1Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and ReasoningAlibaba · IEEE Transactions on Pattern Analysis and Machine Intelligence71 citationsJan 1