Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Markov Chain of Thought for Efficient Mathematical ReasoningAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)1 citationJan 1, 2025LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment StrategyAlibaba · Findings of the Association for Computational Linguistics: NAACL1 citationJan 1, 2025Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot LearningAlibaba · SSRN Electronic Journal1 citationJan 1, 2025MVAM: Multi-View Attention Method for Fine-Grained Image-Text MatchingAlibaba · Lecture notes in computer science1 citationJan 1, 2025Enhancing Language Models via HTML DOM Tree for Text Structure UnderstandingAlibaba · IEEE Transactions on Audio Speech and Language Processing1 citationJan 1, 2025Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion modelsAlibaba · neural information processing systems1 citationJan 1, 2025Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined DataAlibaba · neural information processing systems1 citationJan 1, 2025Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMsAlibaba · neural information processing systems1 citationJan 1, 2025OmniBench: Towards The Future of Universal Omni-Language ModelsAlibaba, Google DeepMind · neural information processing systems1 citationJan 1, 2025The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and AudioAlibaba · neural information processing systems1 citationJan 1, 2025Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language ModelsAlibaba · neural information processing systemsJan 1, 2025Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for RecommendationAlibaba · neural information processing systemsJan 1, 2025ShoeFit: A New Dataset and Dual-image-stream DiT Framework for Virtual Footwear Try-OnAlibaba · neural information processing systemsJan 1, 2025RePO: Understanding Preference Learning Through ReLU-Based OptimizationAlibaba · neural information processing systemsJan 1, 2025Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement LearningAlibaba · neural information processing systemsJan 1, 2025Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory AccessAlibaba · neural information processing systemsJan 1, 2025GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture PreservationAlibaba, NVIDIA · neural information processing systemsJan 1, 2025Learning to Rank for In-Context Example RetrievalAlibaba · neural information processing systemsJan 1, 2025Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMsAlibaba · neural information processing systemsJan 1, 2025Chain of Execution Supervision Promotes General Reasoning in Large Language ModelsAlibaba · neural information processing systemsJan 1, 2025Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly DetectionAlibaba · neural information processing systemsJan 1, 2025LongVPO: From Anchored Cues to Self-Reasoning for Long-Form Video Preference OptimizationAlibaba · neural information processing systemsJan 1, 2025Balancing Positive and Negative Classification Error Rates in Positive-Unlabeled LearningAlibaba · neural information processing systemsJan 1, 2025OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech SynthesisAlibaba · neural information processing systemsJan 1, 2025The Rise of Parameter Specialization for Knowledge Storage in Large Language ModelsAlibaba · neural information processing systemsJan 1, 2025