Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Nearly-Optimal Private Selection via Gaussian MechanismAlphabet · arXiv (Cornell University)Nov 10, 2025RVME: An Efficient Matrix Engine Design Based on Matrix Extension of RISC-VAlibaba · IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD)Nov 10, 2025Fair Bayesian Data Selection via Generalized Discrepancy MeasuresAlibaba · arXiv (Cornell University)Nov 10, 2025GoCkpt: Gradient-Assisted Multi-Step overlapped Checkpointing for Efficient LLM TrainingAlibaba · arXiv (Cornell University)Nov 10, 2025Sampling and Loss Weights in Multi-Domain TrainingAlphabet · arXiv (Cornell University)Nov 10, 2025Semantic–Lexical Fusion: Improving Retrieval Accuracy for AI-Driven Knowledge SystemsMicrosoft · International Journal of Computational and Experimental Science and EngineeringNov 10, 2025WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code GenerationZhipu AI · arXiv (Cornell University)15 citationsNov 9, 2025Adaptive Regularization for Large-Scale Sparse Feature Embedding ModelsAlibaba · arXiv (Cornell University)2 citationsNov 9, 2025MoRA: Missing Modality Low-Rank Adaptation for Visual RecognitionNVIDIA · arXiv (Cornell University)2 citationsNov 9, 2025RESHORING GPU PRODUCTION: TESTING STRATEGY ADAPTATIONS FOR U.S.-BASED FACTORIESNVIDIA · International Journal of Apllied MathematicsNov 9, 2025InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate PredictionMeta · ACM International Conference on Information and Knowledge Management (CIKM)48 citationsNov 8, 2025SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?Alphabet, Google DeepMind · arXiv (Cornell University)39 citationsNov 8, 2025Next-Latent Prediction Transformers Learn Compact World ModelsMicrosoft · arXiv (Cornell University)35 citationsNov 8, 2025TBGRecall: A Generative Retrieval Model for E-commerce Recommendation ScenariosAlibaba · ACM International Conference on Information and Knowledge Management (CIKM)21 citationsNov 8, 2025Towards Understanding Bias in Synthetic Data for EvaluationMicrosoft · ACM International Conference on Information and Knowledge Management (CIKM)16 citationsNov 8, 2025PyG-SSL: A Graph Self-Supervised Learning ToolkitMeta · ACM International Conference on Information and Knowledge Management (CIKM)15 citationsNov 8, 2025TransAct V2: Lifelong User Action Sequence Modeling on Pinterest RecommendationOpenAI · ACM International Conference on Information and Knowledge Management (CIKM)14 citationsNov 8, 2025ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge GraphAlibaba · ACM International Conference on Information and Knowledge Management (CIKM)8 citationsNov 8, 2025Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different QueriersAlibaba · ACM International Conference on Information and Knowledge Management (CIKM)6 citationsNov 8, 2025FLAIR: Feedback Learning for Adaptive Information RetrievalMicrosoft · ACM International Conference on Information and Knowledge Management (CIKM)5 citationsNov 8, 2025DiScoFormer: Plug-In Density and Score Estimation with TransformersAllen Institute for AI · arXiv (Cornell University)4 citationsNov 8, 2025RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanationiFlytek · Frontiers of Computer Science4 citationsNov 8, 2025Kunlun Anomaly Troubleshooter: Enabling Kernel-Level Anomaly Detection and Causal Reasoning for Large Model Distributed InferenceAlibaba · arXiv (Cornell University)1 citationNov 8, 2025Reliable and Efficient Container Orchestration of LLMs via MCPMeta · ACM International Conference on Information and Knowledge Management (CIKM)1 citationNov 8, 2025Improving Rare and Common ICD Coding via a Multi-Agent LLM-Based ApproachMicrosoft · ACM International Conference on Information and Knowledge Management (CIKM)1 citationNov 8, 2025