Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
See it, Say it, Sorted: Mechanistic Diagnosis and Parameter-Space Mitigation of Emergent Misalignment in LLMsAlibaba · arXiv (Cornell University)Sep 28Borges: A Low-Latency Distributed Shared Log on a CXL Memory/SSD HybridAnthropic · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28Peppy: An AI-Assisted Workflow for Tight Convergence Analysis of Optimization AlgorithmsAlphabet · arXiv (Cornell University)Sep 28d-OPD: Future-Aware On-Policy Distillation for Block Diffusion Language ModelsNVIDIA · arXiv (Cornell University)Sep 28You Can Always Get What You Want: CPU Virtualization Made Fast and FreeAlibaba · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28MeshRT: Compile-Time Governed Wafer-Scale Runtime for Low-Latency High-Throughput InferenceMicrosoft · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28D i F low : A System for Micro-Serving Text-to-image Di ffusion Work flowsAlibaba · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28SPEAR-Gen: Generation-Aware Pre-training for Unified Speech RepresentationsMeta · arXiv (Cornell University)Sep 28Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research AgentsAlibaba · arXiv (Cornell University)Sep 28On the Limits of Metacognitive Monitoring in LLMsMicrosoft · arXiv (Cornell University)Sep 28Explainability-Guided Multimodal Optimization for Arabic Music Genre ClassificationMicrosoft · Applied SciencesSep 28Batched in Back: Characterizing and Optimizing Offline LLM Inference in Production with ACDCAlibaba · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28Disk-Based LSMs: An Unexpectedly Good Index for Partly Coherent CXL MemoryNVIDIA · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28S andhi : Fine-Grained Merging for Memory Efficient Multi-Model ServingMicrosoft · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28ChemE-MTDS:Multi-Turn Dialogue Data Synthesis and Quality-Controlled Fine-Tuning for Chemical Engineering Large Language ModelsiFlytek · International Journal of Computational Intelligence SystemsSep 28Sintr: Safe Interactive Transactions in the Presence of Byzantine ClientsDatabricks · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28LLM-42: Enabling Determinism in LLM Inference with Verified SpeculationMicrosoft · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28Big Bird: Resilient Privacy Budgeting Across Untrusted Web DomainsMeta · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28Rethinking Automated Voice Similarity by Shifting from EER to Embedding GeometryNVIDIA · arXiv (Cornell University)Sep 27Inspire: Benchmarking Scientific Literature Search for Open Research ProblemsMicrosoft · arXiv (Cornell University)Sep 27Dense Is Not Enough: Hierarchical Supervision Allocation for Long-Horizon On-Policy DistillationAlibaba · arXiv (Cornell University)Sep 27Pruned CTC for Memory-Efficient Large-Vocabulary ASR TrainingAlibaba · arXiv (Cornell University)Sep 27When Do Models Admit They Are Wrong? Failure Disclosure Is Unstable Under Reinforcement LearningAnthropic · arXiv (Cornell University)Sep 27Turning Speech Language Models into Multilingual ListenersCohere · arXiv (Cornell University)Sep 27On the Token Value Inequality in Efficient ReasoningMeta · arXiv (Cornell University)Sep 27