Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Decision Theory For Large Scale Outlier Detection Using Aleatoric Uncertainty: With a Note on Bayesian FDRMicrosoft · arXiv (Cornell University)Aug 4, 2025A New Code-Based Identity-Based Signature Scheme from the Ternary Large-Weight SDPTechnology Innovation Institute · CryptographyAug 4, 2025Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly DetectionMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)80 citationsAug 3, 2025Multi-Agent Geospatial Copilots for Remote Sensing WorkflowsMicrosoft · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)38 citationsAug 3, 2025Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language ModelsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)26 citationsAug 3, 2025Scaling Transformers for Discriminative Recommendation via Generative PretrainingAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)18 citationsAug 3, 2025ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language ModelsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)18 citationsAug 3, 2025Flow Matching for Collaborative FilteringAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)14 citationsAug 3, 2025DV365: Extremely Long User History Modeling at InstagramMeta, OpenAI · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)12 citationsAug 3, 2025AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningZhipu AI · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)12 citationsAug 3, 2025Agentic AI for Enterprise: Emerging Applications and Real-world ChallengesAlphabet, NVIDIA · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)11 citationsAug 3, 2025When Graph Meets Multimodal: Benchmarking and Meditating on Multimodal Attributed Graph LearningMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)10 citationsAug 3, 2025Not Every Tree is A Forest: Benchmarking Forest Types from Satellite Remote SensingGoogle DeepMind · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)9 citationsAug 3, 2025Graph Evidential Learning for Anomaly DetectionMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)9 citationsAug 3, 2025Causal-aware Graph Neural Architecture Search under Distribution ShiftsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)9 citationsAug 3, 2025Synthetic Tabular Data: Methods, Attacks and DefensesMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)7 citationsAug 3, 2025AliBoost: Ecological Boosting Framework in Alibaba PlatformAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)6 citationsAug 3, 2025Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language ModelAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)6 citationsAug 3, 2025Multi-task Offline Reinforcement Learning for Online Advertising in Recommender SystemsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)6 citationsAug 3, 2025Diffusion Models for Recommender Systems: From Content Distribution To Content CreationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)6 citationsAug 3, 2025IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce PlatformAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)5 citationsAug 3, 2025Refine-n-Judge: Curating High-Quality Preference Chains for LLM-Fine-TuningMeta · arXiv (Cornell University)4 citationsAug 3, 2025UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question AnsweringAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025Web Scale Graph Mining for Cyber Threat IntelligenceMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model LensAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025