Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Bending the Scaling Law Curve in Large-Scale Recommendation SystemsMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6FedKDD/FedMAS 2026: The 2026 International Joint Workshop on Federated Learning for Multi-agent Systems and Data MiningAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6A UNIQUE REPRESENTATION OF RANKINGS ON PARTIAL DERIVATIVESAlphabet · Journal of Mathematical SciencesAug 6Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search SpacesPreferred Networks · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6DeGRe: Dense-supervised Generative Reranking for RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular DomainsLG AI Research · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Causality for Tabular Data Synthesis: A High-Order Structure Causal Benchmark FrameworkMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6SSTQ:Privacy-Preserving Vector Quantization via Subsampled Stochastic TurboQuantAlphabet · arXiv (Cornell University)Aug 5Quantum Error Mitigation with Diffusion-Like ModelsNVIDIA · arXiv (Cornell University)Aug 5EvoHarness-RL: Learning Runtime Harness Coordination for Self-Evolving AgentsMeta · arXiv (Cornell University)Aug 5ASTELD: A Six-Axis Classification Framework for Autonomous AI Agents - Design, Evaluation, and an OpenClaw Case StudyMeta · arXiv (Cornell University)Aug 5Search2Skill: Skill Distillation Beyond Knowledge Boundaries Via Rubric-Based Reinforcement LearningAlibaba · arXiv (Cornell University)Aug 5C$^3$PO: Evaluating Cross-Modal Composition and Counterfactual Performance in Omnimodal ModelsMicrosoft · arXiv (Cornell University)Aug 5Spoken Function Calling: A New Perspective on Spoken Language Understanding for Large Audio Language ModelsAlibaba · arXiv (Cornell University)Aug 5STEP-OPD: Rethinking Output Targets and Internal Dynamics in On-Policy Distillation for Diffusion ModelsAlibaba · arXiv (Cornell University)Aug 5What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent SkillsMicrosoft · arXiv (Cornell University)Aug 5Private Direct Preference Optimization for LLM AlignmentAlibaba · arXiv (Cornell University)Aug 5Dense Metric Depth Completion from Sparse Direct Time-of-Flight SensorsMicrosoft · arXiv (Cornell University)Aug 5Privileged, but Biased: How PI-Conditioned Teachers Break Self-DistillationMicrosoft · arXiv (Cornell University)Aug 5GeoReward: Mitigating Contextual Variable Overestimation in Vision-Language Models for Cross-Market Preference PredictionAlibaba · arXiv (Cornell University)Aug 5IRIS: A Visual Cortex-Inspired Framework for Analyzing Orientation Selectivity in Vision TransformersMicrosoft, NVIDIA · arXiv (Cornell University)Aug 5State2State: Environment-Derived Mid-Training for LLM AgentsAlibaba · arXiv (Cornell University)Aug 5A Dual Evaluation for Music TranscriptionAllen Institute for AI · arXiv (Cornell University)Aug 5Architectural Implications of Agentic AI WorkflowsMicrosoft · arXiv (Cornell University)Aug 5Large Language Models are Approximate Survival EstimatorsMicrosoft · arXiv (Cornell University)Aug 4