Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Netherite: efficient execution of serverless workflowsMicrosoft · The VLDB Journal6 citationsFeb 21, 2025AI-Driven Dynamic Workload Balancing for Real-Time Applications on Cloud InfrastructureMicrosoft · International Conference on Integrated Circuits and Communication Systems (ICICACS)5 citationsFeb 21, 2025Efficient Resource Management for Real-Time AI Systems in the Cloud using Reinforcement LearningMicrosoft · International Conference on Integrated Circuits and Communication Systems (ICICACS)3 citationsFeb 21, 2025AI-Driven Energy-Efficient Scheduling for Sustainable Digital LearningMicrosoft · International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT)3 citationsFeb 21, 2025Strategies and Practices for Load Test Optimization in Distributed SystemsMeta · Scientific Journal of Technology3 citationsFeb 21, 2025RobustPrompt: Learning to defend against adversarial attacks with adaptive visual promptsAlibaba · Pattern Recognition Letters3 citationsFeb 21, 2025MutaGReP: Execution-Free Repository-Grounded Plan Search for Code-UseAllen Institute for AI · arXiv (Cornell University)2 citationsFeb 21, 2025Optimizing Real-Time Task Scheduling in Cloud-based AI Systems using Genetic AlgorithmsMicrosoft · International Conference on Integrated Circuits and Communication Systems (ICICACS)2 citationsFeb 21, 2025Strategies for Improving Vector Database Performance through Algorithm OptimizationMeta · Scientific Journal of Technology1 citationFeb 21, 2025Sparse Factorization of the Square All-Ones Matrix of Arbitrary OrderAlphabet · SIAM Journal on Matrix Analysis and Applications1 citationFeb 21, 2025Toward Verifying and Interpreting Learning-Based Networking Systems With SMTAlibaba · IEEE Transactions on Networking1 citationFeb 21, 2025Dynamic Entropy Constrained Soft Actor-Critic Based Task Scheduling in Cloud Resource ManagementMicrosoft · International Conference on Integrated Circuits and Communication Systems (ICICACS)Feb 21, 2025A SURVIVAL ANALYSIS AND GRADE PREDICTION MODEL FOR LUNG SQUAMOUS CELL CARCINOMA BASED ON MULTIPLE-INSTANCE LEARNING AND MULTI-SCALE TRANSFORMERiFlytek · Journal of Mechanics in Medicine and BiologyFeb 21, 2025Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement LearningMicrosoft · arXiv (Cornell University)358 citationsFeb 20, 2025MLGym: A New Framework and Benchmark for Advancing AI Research AgentsMeta · arXiv (Cornell University)136 citationsFeb 20, 2025On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and PerspectiveAllen Institute for AI, Microsoft · arXiv (Cornell University)69 citationsFeb 20, 2025PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PCAlibaba · arXiv (Cornell University)44 citationsFeb 20, 2025Optimizing Model Selection for Compound AI SystemsMicrosoft · arXiv (Cornell University)36 citationsFeb 20, 2025Evaluating and Advancing Large Language Models for Water Knowledge Tasks in Engineering and ResearchAlphabet · Environmental Science & Technology Letters35 citationsFeb 20, 2025Position: Graph Learning Will Lose Relevance Due To Poor BenchmarksAlphabet · arXiv (Cornell University)28 citationsFeb 20, 2025An Energy-Efficient Intrusion Detection Offloading Based on DNN for Edge ComputingTechnology Innovation Institute · IEEE Internet of Things Journal26 citationsFeb 20, 2025Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment GeneralizationAlibaba · arXiv (Cornell University)12 citationsFeb 20, 2025Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consentMicrosoft · Scientific Reports12 citationsFeb 20, 2025NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLMiFlytek · arXiv (Cornell University)11 citationsFeb 20, 2025A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation ModelsZhipu AI · arXiv (Cornell University)9 citationsFeb 20, 2025