Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Let us walk on the 3-isogeny graph: efficient, fast, and simpleTechnology Innovation Institute · IACR Transactions on Cryptographic Hardware and Embedded Systems1 citationSep 5, 2025Empowering Dragonfly: A Lightweight and Scalable Distribution System for Large Models With High ConcurrencyAlibaba · IEEE Transactions on Networking1 citationSep 5, 2025Cloud-Native AI Solutions for Data Quality and Integration in FinanceMicrosoft · International Journal of Innovative Research in Engineering & Multidisciplinary Physical SciencesSep 5, 2025TableTalk: Scaffolding Spreadsheet Development with a Language AgentMicrosoft · ACM Transactions on Computer-Human Interaction8 citationsSep 4, 2025Say More with Less: Variable-Frame-Rate Speech Tokenization via Adaptive Clustering and Implicit Duration CodingAlibaba · arXiv (Cornell University)4 citationsSep 4, 2025Boosting GAN Performance: Feature Transformation for Heavy-Tailed Malware Data GenerationTechnology Innovation Institute · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications EngineeringSep 4, 2025Fine-grained multiclass nuclei segmentation with molecular empowered all-in-SAM modelNVIDIA · Journal of medical imagingSep 4, 2025Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive SurveyMicrosoft · ACM Computing Surveys363 citationsSep 3, 2025Analog optical computer for AI inference and combinatorial optimizationMicrosoft · Nature63 citationsSep 3, 2025Understanding and Improving Shampoo and SOAP via Kullback-Leibler MinimizationMicrosoft · arXiv (Cornell University)16 citationsSep 3, 2025HandProxy: Expanding the Affordances of Speech Interfaces in Immersive Environments with a Virtual Proxy HandMicrosoft · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies8 citationsSep 3, 2025FlashRecovery: Fast and Low-Cost Recovery from Failures for Large-Scale Training of LLMsiFlytek · arXiv (Cornell University)6 citationsSep 3, 2025Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025)Microsoft · arXiv (Cornell University)2 citationsSep 3, 2025Incentives for responsiveness, instrumental control and impactGoogle DeepMind · Artificial Intelligence19 citationsSep 2, 2025Confusing the Map for the TerritoryAlphabet, Microsoft · Communications of the ACM4 citationsSep 2, 2025Rock: Serving Multimodal Models in Cloud with Heterogeneous-Aware Resource Orchestration for Thousands of LoRA AdaptersAlibaba · IEEE International Conference on Cluster Computing (CLUSTER)1 citationSep 2, 2025D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction TuningAlibaba · International Joint Conference on Artificial Intelligence22 citationsSep 1, 2025Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent ModelingGoogle DeepMind · International Joint Conference on Artificial Intelligence16 citationsSep 1, 2025Does Combining Parameter‐Efficient Modules Improve Few‐Shot Transfer Accuracy?MiniMax · Artificial Intelligence for Engineering14 citationsSep 1, 2025Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM EraSenseTime · International Joint Conference on Artificial Intelligence12 citationsSep 1, 2025Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain ReasoneriFlytek · International Joint Conference on Artificial Intelligence9 citationsSep 1, 2025Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series ForecastingAlibaba · International Joint Conference on Artificial Intelligence9 citationsSep 1, 2025MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image ClassificationiFlytek · International Joint Conference on Artificial Intelligence7 citationsSep 1, 2025Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning NetworkAlibaba · International Joint Conference on Artificial Intelligence7 citationsSep 1, 2025M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker ExtractionAlibaba · International Joint Conference on Artificial Intelligence7 citationsSep 1, 2025