Large Language Models

MindCube: Spatial Mental Modeling from Limited Views

CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering

Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts

From Efficiency to Adaptivity: A Deeper Look at Adaptive Reasoning in Large Language Models

MedBayes-Lite: Bayesian Uncertainty Quantification for Safe Clinical Decision Support

Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning

The Geometry of Thought: How Scale Restructures Reasoning In Large Language Models

Distilling LLM Reasoning into Graph of Concept Predictors

GenOL: Generating Diverse Examples for Name-only Online Learning

SemioLLM: Evaluating Large Language Models for Diagnostic Reasoning from Unstructured Clinical Narratives in Epilepsy

EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context

We'll Fix it in Post: Improving Text-to-Video Generation with Neuro-Symbolic Feedback

Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation

LLM-Meta-SR: In-Context Learning for Evolving Selection Operators in Symbolic Regression

FA-INR: Adaptive Implicit Neural Representations for Interpretable Exploration of Simulation Ensembles

Denoising the Future: Top-p Distributions for Moving Through Time

Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles

QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation

Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms

Incorporating LLM Embeddings for Variation Across the Human Genome

Semantic Voting: A Self-Evaluation-Free Approach for Efficient LLM Self-Improvement on Unverifiable Open-ended Tasks

Align Your Query: Representation Alignment for Multimodality Medical Object Detection

Expressive Power of Implicit Models: Rich Equilibria and Test-Time Scaling

REN: Anatomically-Informed Mixture-of-Experts for Interstitial Lung Disease Diagnosis

TransFIRA: Transfer Learning for Face Image Recognizability Assessment

A Semi-amortized Lifted Learning-to-Optimize Masked (SALLO-M) Transformer Model for Scalable and Generalizable Beamforming

ShishuLM : Achieving Optimal and Efficient Parameterization with Low Attention Transformer Models

Masked IRL: LLM-Guided Reward Disambiguation from Demonstrations and Language

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering

VLA Models Are More Generalizable Than You Think: Revisiting Physical and Spatial Modeling

A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems

InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models

Stronger Normalization-Free Transformers

Evaluation of Generative Models for Emotional 3D Animation Generation in VR

Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models

The Mouth is Not the Brain: Bridging Energy-Based World Models and Language Generation

PAIR-Former: Budgeted Relational MIL for miRNA Target Prediction

$V_0$: A Generalist Value Model for Any Policy at State Zero

How to Train Your Long-Context Visual Document Model

Understanding vs. Generation: Navigating Optimization Dilemma in Multimodal Models

DGPO: RL-Steered Graph Diffusion for Neural Architecture Generation

Evidential Neural Radiance Fields

When Metrics Disagree: Automatic Similarity vs. LLM-as-a-Judge for Clinical Dialogue Evaluation

Training for Technology: Adoption and Productive Use of Generative AI in Legal Analysis

When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On

Not All News Is Equal: Topic- and Event-Conditional Sentiment from Finetuned LLMs for Aluminum Price Forecasting

How do LLMs Compute Verbal Confidence

I Read All 512,000 Lines of Claude Code's Leaked Source — Here's What Anthropic Was Hiding