Foundation Models

TANGO: Learning Distribution-wise Foundation Prior Consistency and Instance-wise Style Calibration for Medical Image Generalization CVPR 2026 Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM AAAI 2026 Test-time Diverse Reasoning by Riemannian Activation Steering AAAI 2026 Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 2026 The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026 The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models EACL 2026 The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI EACL 2026 Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026 Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models EACL 2026 Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026 ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization EACL 2026 Think Visually, Reason Textually: Vision-Language Synergy in Abstract Reasoning CVPR 2026 TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability AAAI 2026 TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models AAAI 2026 TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents AAAI 2026 Too Long, Didn’t Model: Decomposing LLM Long Context Understanding With Novels EACL 2026 Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance AAAI 2026 Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators AAAI 2026 Towards Generalist Robot Learning from Internet Video: A Survey (Abstract Reprint) AAAI 2026 TPR: A Training Procedure Representation to Augment XR Simulations with LLMs AAAI 2026 T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground EACL 2026 Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026 TrajRAG: Retrieving Geometric-Semantic Experience for Zero-Shot Object Navigation CVPR 2026 Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization AAAI 2026