Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
DISC: Dynamic Decomposition Improves LLM Inference ScalingAlibaba · neural information processing systems1 citationJan 1, 2025SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured DataAlibaba · neural information processing systems1 citationJan 1, 2025FedIGL: Federated Invariant Graph Learning for Non-IID GraphsAlibaba · neural information processing systems1 citationJan 1, 2025Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic RecommendationAlibaba, Microsoft · neural information processing systems1 citationJan 1, 2025SuperGPQA: Scaling LLM Evaluation across 285 Graduate DisciplinesAlibaba, Meta · neural information processing systems1 citationJan 1, 2025SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language ModelsAlibaba · neural information processing systems1 citationJan 1, 2025Open-World Drone Active Tracking with Goal-Centered RewardsAlibaba · neural information processing systems1 citationJan 1, 2025VideoMAR: Autoregressive Video Generation with Continuous TokensAlibaba · neural information processing systems1 citationJan 1, 2025Understanding Parametric and Contextual Knowledge Reconciliation within Large Language ModelsAlibaba, Meta · neural information processing systems1 citationJan 1, 2025Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score DistillationAlibaba, Microsoft · neural information processing systems1 citationJan 1, 2025Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy ModelAlibaba · neural information processing systems1 citationJan 1, 2025UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible FeedbackAlibaba · neural information processing systems1 citationJan 1, 2025ThinkSound: Chain-of-Thought Reasoning in Multimodal LLMs for Audio Generation and EditingAlibaba · neural information processing systems1 citationJan 1, 2025PlanU: Large Language Model Reasoning through Planning under UncertaintyAlibaba · neural information processing systems1 citationJan 1, 2025UniSpeaker: A Unified Approach for Multimodality-driven Speaker GenerationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025The Emergence of Abstract Thought in Large Language Models Beyond Any LanguageAlibaba · neural information processing systems1 citationJan 1, 2025Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM ReasoningAlibaba · neural information processing systems1 citationJan 1, 2025RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question AnsweringAlibaba · neural information processing systems1 citationJan 1, 2025TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive GenerationAlibaba, NVIDIA · neural information processing systems1 citationJan 1, 2025ARGenSeg: Image Segmentation with Autoregressive Image Generation ModelAlibaba · neural information processing systems1 citationJan 1, 2025Less is More: Unlocking Specialization of Time Series Foundation Models via Structured PruningAlibaba · neural information processing systems1 citationJan 1, 2025Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering TasksAlibaba · neural information processing systems1 citationJan 1, 2025FaaSTracker: Efficient Cross-Layer Provenance Tracking of Serverless Applications With Multi-Source CorrelationAlibaba · IEEE Transactions on Information Forensics and Security1 citationJan 1, 2025Inference-time Alignment in Continuous SpaceAlibaba, Allen Institute for AI · neural information processing systems1 citationJan 1, 2025ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification QuestionsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025