Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Third Workshop on Generative AI for Recommender Systems and PersonalizationAlphabet, Databricks · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16A Unified Evaluation of Learning-Based Similarity Techniques for Malware DetectionAlphabet, Databricks · International Conference on Security and CryptographyJan 1Rethinking the Cost of Distributed Caches for Datacenter ServicesDatabricks · ACM Workshop on Hot Topics in Networks (HotNets)Nov 17, 2025Multiverseg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with in-Context GuidanceDatabricks · IEEE/CVF International Conference on Computer Vision (ICCV)3 citationsOct 19, 2025Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations and AnalysisDatabricks · The VLDB Journal2 citationsAug 30, 2025Still Asking: How Good Are Query Optimizers, Really?Databricks · Proceedings of the VLDB Endowment5 citationsAug 1, 2025Bringing the Operational and Analytical Worlds Together with LakebaseDatabricks · Proceedings of the VLDB Endowment3 citationsAug 1, 2025Delta Sharing: An Open Protocol for Cross-Platform Data SharingDatabricks · Proceedings of the VLDB Endowment1 citationAug 1, 2025Automatic Indexing in OracleAlphabet, Databricks, Meta · Proceedings of the VLDB Endowment1 citationAug 1, 2025Breast Cancer Detection from Mammogram with Deep Features FusionDatabricks · International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)103 citationsJul 31, 2025The Second Tutorial on Retrieval-Enhanced Machine Learning: Synthesis and OpportunitiesDatabricks · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 13, 2025Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark WorkloadsDatabricks · ACM SIGMOD International Conference on Management of Data (SIGMOD)4 citationsJun 17, 2025Blink Twice - Automatic Workload Pinning and Regression Detection for Versionless Apache Spark using RetriesDatabricks · ACM SIGMOD International Conference on Management of Data (SIGMOD)Jun 17, 2025Understanding the limitations of pubsub systemsDatabricks · Workshop on Hot Topics in Operating Systems2 citationsMay 14, 2025Integrating DevOps, Data Engineering, and ML Workflows in Databricks and AWS EnvironmentsDatabricks · Journal of Artificial Intelligence & Cloud ComputingMay 10, 2025REMIXTAPE: Enriching Narratives about Metrics with Semantic Alignment and Contextual RecommendationDatabricks · IEEE Pacific Visualization Conference (PacificVis)1 citationApr 22, 2025Systematic approach to root cause analysis in distributed data processing systemsDatabricks · World Journal of Advanced Research and Reviews3 citationsFeb 27, 2025Ultraverse: An Efficient What-if Analysis Framework for Software Applications Interacting with Database SystemsDatabricks · Proceedings of the ACM on Management of Data1 citationFeb 10, 2025Forget About It: Mitigating Forgetting Without Replay or Auxiliary ObjectivesAlphabet, Databricks, Google DeepMind · arXiv (Cornell University)Jan 9, 2025SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software EvolutionDatabricks, Meta · neural information processing systems5 citationsJan 1, 2025PAPILLON: Privacy Preservation from Internet-based and Local Language Model EnsemblesDatabricks · Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)5 citationsJan 1, 2025Accelerating RL for LLM Reasoning with Optimal Advantage RegressionDatabricks · neural information processing systems1 citationJan 1, 2025Value-Guided Search for Efficient Chain-of-Thought ReasoningDatabricks · neural information processing systemsJan 1, 2025Avoiding exp(R) scaling in RLHF through Preference-based ExplorationDatabricks · neural information processing systemsJan 1, 2025Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and RewardDatabricks, Google DeepMind · neural information processing systemsJan 1, 2025