Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted DataMicrosoft · arXiv (Cornell University)6 citationsMay 19, 2025Realistic Extreme Behavior Generation for Improved AV TestingNVIDIA · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings5 citationsMay 19, 2025All-in-One: Heterogeneous Interaction Modeling for Cold-Start Rating PredictionAlibaba · IEEE International Conference on Data Engineering (ICDE)5 citationsMay 19, 2025HINSCAN: Efficient Structural Graph Clustering Over Heterogeneous Information NetworksAlibaba · IEEE International Conference on Data Engineering (ICDE)5 citationsMay 19, 2025ARV-Q: An Adaptive RISC-V Vector Processor for Unified Support of Post-Quantum Standards and Side-Channel Protection on the EdgeAlibaba · IEEE Transactions on Circuits and Systems I Regular Papers5 citationsMay 19, 2025ZeroTracer: In-Band eBPF-Based Trace Generator With Zero Instrumentation for Microservice SystemsAlibaba · IEEE Transactions on Parallel and Distributed Systems5 citationsMay 19, 2025On the Differential Privacy and Interactivity of Privacy Sandbox ReportsAlphabet · Proceedings on Privacy Enhancing Technologies5 citationsMay 19, 2025A Reality Check of Language Models as Formalizers on Constraint Satisfaction ProblemsAllen Institute for AI · arXiv (Cornell University)4 citationsMay 19, 2025Bridging Spectral-Wise and Multi-Spectral Depth Estimation Via Geometry-Guided Contrastive LearningLG AI Research · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings4 citationsMay 19, 2025High-Quality 3D Creation From a Single Image Using Subject-Specific Knowledge PriorMicrosoft · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings4 citationsMay 19, 2025A Bargaining-Based Approach for Feature Trading in Vertical Federated LearningAlibaba · IEEE International Conference on Data Engineering (ICDE)4 citationsMay 19, 2025Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program RepairAlphabet, Google DeepMind · arXiv (Cornell University)3 citationsMay 19, 2025Dynamic Non-Prehensile Object Transport via Model-Predictive Reinforcement LearningNVIDIA · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings3 citationsMay 19, 2025Neuro-Symbolic Approaches for Cybersecurity Policy EnforcementMicrosoft · Intelligent Cybersecurity Conference (ICSC)3 citationsMay 19, 2025GRACEFUL: A Learned Cost Estimator for UDFsMicrosoft · IEEE International Conference on Data Engineering (ICDE)3 citationsMay 19, 2025Learning by solving differential equationsAlphabet · arXiv (Cornell University)2 citationsMay 19, 2025MemQ: A Graph-Based Query Memory Prediction Framework for Effective Workload SchedulingAlibaba · IEEE International Conference on Data Engineering (ICDE)2 citationsMay 19, 2025CaliEX: A Disk-Based Large-Scale GNN Training System with Joint Design of Caching and ExecutionAlibaba · IEEE International Conference on Data Engineering (ICDE)2 citationsMay 19, 2025FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data StreamsMicrosoft · IEEE International Conference on Data Engineering (ICDE)2 citationsMay 19, 2025WAF: An Efficient WebAssembly-Based Execution Environment for User-Defined FunctionsAlibaba · IEEE International Conference on Data Engineering (ICDE)2 citationsMay 19, 2025Structure and Position-Aware Graph Modeling for Trajectory Similarity Computation Over Road NetworksAlibaba · IEEE International Conference on Data Engineering (ICDE)2 citationsMay 19, 2025Teaching an Old Dog New Tricks: Verifiable FHE Using Commodity HardwareNVIDIA · Proceedings on Privacy Enhancing Technologies2 citationsMay 19, 2025DGRO: Enhancing LLM Reasoning via Exploration-Exploitation Control and Reward Variance ManagementMicrosoft · arXiv (Cornell University)1 citationMay 19, 2025Optimal Formats for Weight QuantisationGraphcore · arXiv (Cornell University)1 citationMay 19, 2025Hyperscale Resilient Buffer Pool Extension in Azure SQL DatabaseMicrosoft · IEEE International Conference on Data Engineering (ICDE)1 citationMay 19, 2025