Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
From Scale-Up to Scale-Out: PolarDB's Journey to Achieving 2 Billion tpmCAlibaba · Proceedings of the VLDB Endowment6 citationsAug 1, 2025Robust real‐time segmentation of bio‐morphological features in human cherenkov imaging during radiotherapy via deep learningNVIDIA · Medical Physics5 citationsAug 1, 2025AnalyticDB-PG: A Cloud-Native High-Performance Data Warehouse in Alibaba CloudAlibaba · Proceedings of the VLDB Endowment4 citationsAug 1, 2025Bringing the Operational and Analytical Worlds Together with LakebaseDatabricks · Proceedings of the VLDB Endowment4 citationsAug 1, 2025Streaming View: An Efficient Data Processing Engine for Modern Real-Time Data Warehouse of Alibaba CloudAlibaba · Proceedings of the VLDB Endowment4 citationsAug 1, 2025Adapting Large Vision-Language Models to Visually-Aware Conversational RecommendationAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 1, 2025MD-MVCC: Multi-Version Concurrency Control for Schema Changes in Azure SQL DatabaseMicrosoft · Proceedings of the VLDB Endowment3 citationsAug 1, 2025Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization ApproachAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)3 citationsAug 1, 2025TuskFlow: An Efficient Graph Database for Long-Running TransactionsNVIDIA · Proceedings of the VLDB Endowment2 citationsAug 1, 2025Unlocking the Power of CI/CD for Data Pipelines in Distributed Data WarehousesAlphabet · Proceedings of the VLDB Endowment2 citationsAug 1, 2025Horizon: Robust Checks for SQL Migration Using LLMsMicrosoft · Proceedings of the VLDB Endowment2 citationsAug 1, 2025The Affine Heat MethodNVIDIA · Computer Graphics Forum2 citationsAug 1, 2025Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive BenchmarkLG AI Research · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)2 citationsAug 1, 2025Scribe: How Meta Transports Terabytes per Second in Real TimeMeta · Proceedings of the VLDB Endowment1 citationAug 1, 2025Delta Sharing: An Open Protocol for Cross-Platform Data SharingDatabricks · Proceedings of the VLDB Endowment1 citationAug 1, 2025Blockchain-powered secure trading framework for power dispatch in metaverseSenseTime · IET conference proceedings.1 citationAug 1, 2025LCA ‐ NeRF : Large‐Scale Scene Neural Rendering With Clustered Appearance EmbeddingSenseTime · Transactions in GISAug 1, 2025Pairwise Sample Complexity for Fair Active Ranking with Cascaded Norm ObjectivesAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 1, 2025Breast Cancer Detection from Mammogram with Deep Features FusionDatabricks · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)103 citationsJul 31, 2025UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and EditingAlibaba · arXiv (Cornell University)49 citationsJul 31, 2025Replay Master: Automatic Sample Selection and Effective Memory Utilization for Continual Semantic SegmentationNVIDIA · IEEE Transactions on Pattern Analysis and Machine Intelligence4 citationsJul 31, 2025DSBC : Data Science task Benchmarking with Context engineeringCohere · arXiv (Cornell University)2 citationsJul 31, 2025Scalable contribution bounding to achieve privacyAlphabet · arXiv (Cornell University)1 citationJul 31, 2025Tensor networks for quantum computingAlphabet, NVIDIA · Nature Reviews Physics62 citationsJul 30, 2025VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal ReasoningAlibaba · arXiv (Cornell University)28 citationsJul 30, 2025