Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
A Roadmap to Graph AnalyticsAlibaba, Microsoft · ACM SIGMOD Record5 citationsJan 13, 2025SketchTriplet: Self-Supervised Scenarized Sketch–Text–Image Triplet GenerationAlibaba · IEEE Internet of Things Journal3 citationsJan 10, 2025Self-Evolving Critique Abilities in Large Language ModelsAlibaba · arXiv (Cornell University)Jan 10, 2025Enhancing High-Throughput GPU Random Walks Through Multi-Task Concurrency OrchestrationAlibaba · ACM Transactions on Architecture and Code OptimizationJan 10, 2025Chasing Common Knowledge: Joint Large Model Selection and Pulling in MEC With Parameter SharingAlibaba · IEEE Transactions on Parallel and Distributed Systems9 citationsJan 8, 2025GraphFM: Graph Factorization Machines for Feature Interaction ModellingAlibaba · Machine Intelligence Research20 citationsJan 7, 2025Practical Parallel Algorithms for Non-Monotone Submodular MaximizationAlibaba · Journal of Artificial Intelligence Research3 citationsJan 6, 2025MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMsAlibaba · arXiv (Cornell University)Jan 6, 2025Autoscaling via Online Optimization With Switching Cost ConstraintsAlibaba · IEEE Transactions on Networking1 citationJan 3, 2025Accurate and Efficient Privacy-Preserving Feature Extraction on Encrypted ImagesAlibaba · IEEE Transactions on Dependable and Secure Computing1 citationJan 3, 2025CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo RatingsAlibaba · arXiv (Cornell University)5 citationsJan 2, 2025Knowledge Graph-Guided Retrieval Augmented GenerationAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)93 citationsJan 1, 2025GPT4RoI: Instruction Tuning Large Language Model on Region-of-InterestAlibaba · Lecture notes in computer science85 citationsJan 1, 2025BumbleBee: Secure Two-party Inference Framework for Large TransformersAlibaba · Network and Distributed System Security Symposium57 citationsJan 1, 2025mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document UnderstandingAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting31 citationsJan 1, 2025(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary TextsAlibaba · Transactions of the Association for Computational Linguistics31 citationsJan 1, 2025Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-FreeAlibaba · neural information processing systems26 citationsJan 1, 2025Interactive Face Video Coding: A Generative Compression FrameworkAlibaba · IEEE Transactions on Image Processing23 citationsJan 1, 2025CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph DatabasesAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)20 citationsJan 1, 2025WebWalker: Benchmarking LLMs in Web TraversalAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting19 citationsJan 1, 2025The Lessons of Developing Process Reward Models in Mathematical ReasoningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)18 citationsJan 1, 2025TheAgentCompany: Benchmarking LLM Agents on Consequential Real World TasksAlibaba, Meta, Microsoft · neural information processing systems17 citationsJan 1, 2025Absolute Zero: Reinforced Self-play Reasoning with Zero DataAlibaba, Google DeepMind · neural information processing systems15 citationsJan 1, 2025Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM ReasoningAlibaba · neural information processing systems15 citationsJan 1, 2025SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian LanguagesAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)14 citationsJan 1, 2025