Large Language Models

Eywa: Automating Model-Based Testing using LLMs NSDI 2026 FastServe: Iteration-Level Preemptive Scheduling for Large Language Model Inference NSDI 2026 FlexiVideo: Variation-Aware Temporal Dynamics Modeling for Efficient Video Understanding CVPR 2026 fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding CVPR 2026 Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs ACL 2026 From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training CVPR 2026 Fusion Training for Mathematical Generalization in Large Language Models ACL 2026 GIFT: Global Irreplaceability Frame Targeting for Efficient Video Understanding CVPR 2026 GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models ACL 2026 HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models CVPR 2026 HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure ACL 2026 Humor Generation – Text-based Humor Generation (English) SemEval 2026 Hyperion: Private Token Sampling with Homomorphic Encryption ACL 2026 Inference in the Shadows: Taming Memory Bandwidth Contention in Mobile LLM Inference with Sereno OSDI 2026 JITServe: SLO-aware LLM Serving with Imprecise Request Information NSDI 2026 Lizard: An Efficient Linearization Framework for Large Language Models ACL 2026 LLaMo: Scaling Pretrained Language Models for Unified Motion Understanding and Generation with Continuous Autoregressive Tokens CVPR 2026 lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation SemEval 2026 LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory ACL 2026 MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference ACL 2026 Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting ACL 2026 MedTVT-R1: A Multimodal LLM Empowering Medical Reasoning and Diagnosis CVPR 2026 MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via Dynamic Expert Skipping CVPR 2026 MotionMaster: Generalizable Text-Driven Motion Generation and Editing CVPR 2026 Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance CVPR 2026