Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
AlignMerge - Alignment-Preserving Large Language Model Merging via Fisher-Guided Geometric ConstraintsMeta · arXiv (Cornell University)2 citationsDec 18, 2025Value Under Ignorance in Universal Artificial IntelligenceGoogle DeepMind · arXiv (Cornell University)1 citationDec 18, 2025Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research NetworkAlphabet · arXiv (Cornell University)Dec 18, 2025Prompt Repetition Improves Non-Reasoning LLMsAlphabet · arXiv (Cornell University)54 citationsDec 17, 2025Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation ExplainersAnthropic · arXiv (Cornell University)52 citationsDec 17, 2025Spatia: Video Generation with Updatable Spatial MemoryMicrosoft · arXiv (Cornell University)26 citationsDec 17, 2025Reinforcement Learning for Dynamic Service Composition in Edge NetworksMicrosoft · International Conference on Applied Artificial Intelligence and Computing (ICAAIC)6 citationsDec 17, 2025Spectral Representation-based Reinforcement LearningGoogle DeepMind · arXiv (Cornell University)4 citationsDec 17, 2025SynthSeg-Agents: Multi-Agent Synthetic Data Generation for Zero-Shot Weakly Supervised Semantic SegmentationMicrosoft · arXiv (Cornell University)2 citationsDec 17, 2025Dynamic Rebatching for Efficient Early-Exit Inference with DREXMicrosoft · arXiv (Cornell University)2 citationsDec 17, 2025TileLoom: Automatic Dataflow Planning for Tile-Based Languages on Spatial Dataflow AcceleratorsAlphabet · arXiv (Cornell University)1 citationDec 17, 2025Stepwise Think-Critique: Interleaved Reasoning and Self-Critique in a Single LLMMicrosoft · arXiv (Cornell University)1 citationDec 17, 2025Unveiling the Attribute Misbinding Threat in Identity-Preserving ModelsAlibaba · arXiv (Cornell University)1 citationDec 17, 2025Behavior-Aware Global-Enhanced Neural Modeling for Sequential Set RecommendationAlibaba, NVIDIA · IEEE Transactions on Artificial Intelligence1 citationDec 17, 2025Companion Agents: A Table-Information Mining Paradigm for Text-to-SQLAlibaba · arXiv (Cornell University)Dec 17, 2025Marco-ASR: A Principled and Metric-Driven Framework for Fine-Tuning Large-Scale ASR Models for Domain AdaptationAlibaba · arXiv (Cornell University)Dec 17, 2025APT-ClaritySet: A Large-Scale, High-Fidelity Labeled Dataset for APT Malware with Alias Normalization and Graph-Based DeduplicationiFlytek · arXiv (Cornell University)Dec 17, 2025Gaussian Pixel Codec Avatars: A Hybrid Representation for Efficient RenderingMeta · arXiv (Cornell University)Dec 17, 2025VLIC: Vision-Language Models As Perceptual Judges for Human-Aligned Image CompressionAlphabet, Google DeepMind · arXiv (Cornell University)Dec 17, 2025Native and Compact Structured Latents for 3D GenerationMicrosoft · arXiv (Cornell University)118 citationsDec 16, 2025EVICPRESS: Joint KV-Cache Compression and Eviction for Efficient LLM ServingMicrosoft · arXiv (Cornell University)11 citationsDec 16, 2025Spherical Voronoi: Directional Appearance as a Differentiable Partition of the SphereAlphabet · arXiv (Cornell University)9 citationsDec 16, 2025Unified Semantic Transformer for 3D Scene UnderstandingAlphabet · arXiv (Cornell University)8 citationsDec 16, 2025Spherical Leech Quantization for Visual Tokenization and GenerationMistral AI · arXiv (Cornell University)4 citationsDec 16, 2025EXAONE Path 2.5: Pathology Foundation Model with Multi-Omics AlignmentLG AI Research · arXiv (Cornell University)4 citationsDec 16, 2025