Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
OptRot: Mitigating Weight Outliers via Data-Free Rotations for Post-Training QuantizationMicrosoft · arXiv (Cornell University)2 citationsDec 30, 2025Improved Balanced Classification with Theoretically Grounded Loss FunctionsAlphabet · arXiv (Cornell University)1 citationDec 30, 2025Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied AgentsLG AI Research · arXiv (Cornell University)1 citationDec 30, 2025Text Classification Based on BERTAlibaba · International Journal of Advance in Applied Science ResearchDec 30, 2025Big Data and Cloud Computing Integration: A Review of Scalable Information Retrieval TechniquesMicrosoft · Journal of Cyber-Physical Security and RoboticsDec 30, 2025Statistical Guarantees in the Search for Less Discriminatory AlgorithmsMicrosoft · arXiv (Cornell University)Dec 30, 2025Causal Guard: A Smart System for Detecting and Preventing False Information in Large Language ModelsMicrosoft · arXivDec 30, 2025End-to-End Test-Time Training for Long ContextNVIDIA · arXiv (Cornell University)72 citationsDec 29, 2025Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction FollowingAlibaba · arXiv (Cornell University)9 citationsDec 29, 2025Eliminating Inductive Bias in Reward Models with Information-Theoretic GuidanceAlibaba · arXiv (Cornell University)6 citationsDec 29, 2025A multi-objective particle swarm algorithm based on hierarchical clustering reference point maintenanceiFlytek · Scientific Reports5 citationsDec 29, 2025Trellis: Learning to Compress Key-Value Memory in Attention ModelsAlphabet · arXiv (Cornell University)4 citationsDec 29, 2025Strengthening Data Confidentiality with Next-Generation Cloud Security in Multi-Tenant EnvironmentsMicrosoft · International Conference Communication, Networks & Computing2 citationsDec 29, 2025MS-SSM: A Multi-Scale State Space Model for Efficient Sequence ModelingAlphabet, Google DeepMind · arXiv (Cornell University)1 citationDec 29, 2025Retrieval Augmented Question Answering: When Should LLMs Admit Ignorance?Alphabet · arXiv (Cornell University)1 citationDec 29, 2025Fine-Tuning LLMs with Fine-Grained Human Feedback on Text SpansMicrosoft · arXiv (Cornell University)1 citationDec 29, 2025What Happens When Technical Debt Vanishes?Alphabet · IEEE Software1 citationDec 29, 2025Prototype-Based Modality-Specific Feature Distillation for Incomplete Multimodal Sentiment AnalysisiFlytek · IEEE Transactions on Emerging Topics in Computational IntelligenceDec 29, 2025FoldAct: Efficient and Stable Context Folding for Long-Horizon Search AgentsMicrosoft · arXiv (Cornell University)7 citationsDec 28, 2025RollArt: Disaggregated Multi-Task Agentic RL Training at ScaleAlibaba · arXiv (Cornell University)13 citationsDec 27, 2025An Operational Reliability and Service Assurance Framework for Enterprise IT Systems Supporting Large User PopulationsMicrosoft · International Journal of Advanced Multidisciplinary Research and Studies3 citationsDec 27, 2025Security Analytics and Digital Forensics for Enterprise Risk Management, Advances and Practical ImplicationsMicrosoft · International Journal of Advanced Multidisciplinary Research and Studies2 citationsDec 27, 2025Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual DomainsAlibaba · arXiv (Cornell University)2 citationsDec 27, 2025An Operational Reliability Engineering Framework for Sustained High Availability in 5G Core Networks Serving MillionsMicrosoft · International Journal of Advanced Multidisciplinary Research and StudiesDec 27, 2025MAI-UI Technical Report: Real-World Centric Foundation GUI AgentsAlibaba · arXiv (Cornell University)108 citationsDec 26, 2025