Efficient Computing

A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025 A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025 Ax: A Platform for Adaptive Experimentation AutoML 2025 BackSlash: Rate Constrained Optimized Training of Large Language Models ICML 2025 Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety EMNLP 2025 Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality ICML 2025 Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data ICML 2025 Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems IJCAI 2025 BALSAM: A Platform for Benchmarking Arabic Large Language Models EMNLP 2025 BAME: Block-Aware Mask Evolution for Efficient N:M Sparse Training ICML 2025 Bandit Based Attention Mechanism in Vision Transformers WACV 2025 BANet: Bilateral Aggregation Network for Mobile Stereo Matching ICCV 2025 Banking Done Right: Redefining Retail Banking with Language-Centric AI EMNLP 2025 BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation ICML 2025 Bayesian Code Diffusion for Efficient Automatic Deep Learning Program Optimization OSDI 2025 BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025 BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025 Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs NSDI 2025 BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts ICLR 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025 Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 BenNumEval: A Benchmark to Assess LLMs’ Numerical Reasoning Capabilities in Bengali ACL 2025 BenTo: Benchmark Reduction with In-Context Transferability ICLR 2025