Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical ReasoningMicrosoft · Proceedings of the AAAI Conference on Artificial Intelligence59 citationsApr 11, 2025Transformer Layers as PaintersSakana AI · Proceedings of the AAAI Conference on Artificial Intelligence55 citationsApr 11, 2025ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence ReorderingMicrosoft · Proceedings of the AAAI Conference on Artificial Intelligence51 citationsApr 11, 2025Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation InstructionsMicrosoft · Proceedings of the AAAI Conference on Artificial Intelligence48 citationsApr 11, 2025MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQLMicrosoft · Proceedings of the AAAI Conference on Artificial Intelligence47 citationsApr 11, 2025MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image SynthesisAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence42 citationsApr 11, 2025QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero OverheadAlphabet · Proceedings of the AAAI Conference on Artificial Intelligence42 citationsApr 11, 2025SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent CollaborationiFlytek · Proceedings of the AAAI Conference on Artificial Intelligence41 citationsApr 11, 2025Cross-modulated Attention Transformer for RGBT TrackingiFlytek · Proceedings of the AAAI Conference on Artificial Intelligence40 citationsApr 11, 2025MultiBooth: Towards Generating All Your Concepts in an Image from TextMeta · Proceedings of the AAAI Conference on Artificial Intelligence37 citationsApr 11, 2025MTL-LoRA: Low-Rank Adaptation for Multi-Task LearningMicrosoft · Proceedings of the AAAI Conference on Artificial Intelligence32 citationsApr 11, 2025Attentive Eraser: Unleashing Diffusion Model’s Object Removal Potential via Self-Attention Redirection GuidanceAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence32 citationsApr 11, 2025RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios?Microsoft · Proceedings of the AAAI Conference on Artificial Intelligence31 citationsApr 11, 2025Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image GenerationAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence30 citationsApr 11, 2025Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model OptimizersAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence28 citationsApr 11, 2025CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGMeta · Proceedings of the AAAI Conference on Artificial Intelligence27 citationsApr 11, 2025Adaptive Guidance: Training-free Acceleration of Conditional Diffusion ModelsMeta · Proceedings of the AAAI Conference on Artificial Intelligence27 citationsApr 11, 2025GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object DetectionZhipu AI · Proceedings of the AAAI Conference on Artificial Intelligence26 citationsApr 11, 2025Audio Entailment: Assessing Deductive Reasoning for Audio UnderstandingMicrosoft · Proceedings of the AAAI Conference on Artificial Intelligence21 citationsApr 11, 2025KITS: Inductive Spatio-Temporal Kriging with Increment Training StrategySenseTime · Proceedings of the AAAI Conference on Artificial Intelligence17 citationsApr 11, 2025AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision TasksSenseTime · Proceedings of the AAAI Conference on Artificial Intelligence17 citationsApr 11, 2025MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors RoutingAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence17 citationsApr 11, 2025Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech DeepfakesAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence14 citationsApr 11, 2025ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token TrimmingAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence14 citationsApr 11, 2025RouterRetriever: Routing over a Mixture of Expert Embedding ModelsAllen Institute for AI · Proceedings of the AAAI Conference on Artificial Intelligence14 citationsApr 11, 2025