Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views: [Experiments & Analysis]Alibaba · Proceedings of the ACM on Management of Data2 citationsApr 2NSHEDB: Noise-Sensitive Homomorphic Encrypted Database Query EngineMeta · Proceedings of the ACM on Management of Data1 citationApr 2From SWE-ZERO to SWE-HERO: Execution-free to Execution-based Fine-tuning for Software Engineering AgentsNVIDIA · arXiv (Cornell University)Apr 2CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMAMicrosoft · Proceedings of the ACM on Management of DataApr 2Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud DatabasesAlibaba · Proceedings of the ACM on Management of DataApr 2VecFlow-Chamfer: A GPU-based Data Management System for High-Performance Multi-Vector Search on SuperchipsMicrosoft, NVIDIA · Proceedings of the ACM on Management of DataApr 2RIB: Robust Learning-based Index Benefit EstimationMicrosoft · Proceedings of the ACM on Management of DataApr 2PRISM: Navigating Cost–Accuracy Trade-offs for NL2SQLAlphabet · Proceedings of the ACM on Management of DataApr 2Overconfidence and Calibration in Medical VQA: Empirical Findings and Hallucination-Aware MitigationMicrosoft · arXiv (Cornell University)Apr 2Scalable Determination of Penalization Weights for Constrained Optimizations on Approximate SolversTechnology Innovation Institute · arXiv (Cornell University)Apr 2NEMESIS: Noise-suppressed Efficient MAE with Enhanced Superpatch Integration StrategyNVIDIA · arXiv (Cornell University)Apr 2STRIVE: Structured Spatiotemporal Exploration for Reinforcement Learning in Video Question AnsweringMicrosoft · arXiv (Cornell University)Apr 2CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended DiscoveryMiniMax · arXiv (Cornell University)Apr 2GAP-URGENet: A Generative-Predictive Fusion Framework for Universal Speech EnhancementHorizon Robotics · arXiv (Cornell University)Apr 2LiveMathematicianBench: A Live Benchmark for Research-Level Mathematical Reasoning with Proof SketchesMicrosoft · arXiv (Cornell University)Apr 2BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMsCohere · arXiv (Cornell University)Apr 2Rank-Aware Conditional Synthesis: Feasible Quantum Generative Modeling on Matrix Product State ManifoldsLG AI Research · SymmetryApr 2Grand Challenge of Quantum ApplicationsAlphabet · PRX Quantum10 citationsApr 1General scales unlock AI evaluation with explanatory and predictive powerMicrosoft · Nature7 citationsApr 1SemBench: A Benchmark for Semantic Query Processing EnginesAlphabet · Proceedings of the VLDB Endowment7 citationsApr 1Towards an open-source framework to perform quantum calibration and characterizationTechnology Innovation Institute · Journal of Physics Conference Series4 citationsApr 1Synthesis of discrete–continuous quantum circuits with multimodal diffusion modelsNVIDIA · Machine Learning Science and Technology3 citationsApr 1Surgical RARP copilot: a vision language model for robot-assisted radical prostatectomyNVIDIA · npj Digital Surgery1 citationApr 1Revisiting Weight Initialization for Transfer Learning on Tabular Data: The Feature-Adaptive Variance Initialization (FAVI) ApproachMicrosoft · Mathematics1 citationApr 1Inductor-TV: Formal Methods for the Pytorch CompilerNVIDIA · International Conference on Artificial Intelligence, Robotics and Control (AIRC)Apr 1