Efficient Computing

Eve: Efficient Multimodal Vision Language Models with Elastic Visual Experts AAAI 2025 E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification EMNLP 2025 EVEv2: Improved Baselines for Encoder-Free Vision-Language Models ICCV 2025 Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025 EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions ICML 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025 Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations ICML 2025 Explain-then-Process: Using Grammar Prompting to Enhance Grammatical Acceptability Judgments ACL 2025 Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing AAAI 2025 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models EMNLP 2025 Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ACL 2025 Exploring Learning Complexity for Efficient Downstream Dataset Pruning ICLR 2025 Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025 Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding ICML 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs ICML 2025 Extending Applications Safely and Efficiently OSDI 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics CVPR 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression EMNLP 2025 Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree AAAI 2025 FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers ICCV 2025