Efficient Computing

Are Large Vision Language Models Good Game Players? ICLR 2025 Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning NAACL 2025 A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations ICML 2025 Aria-UI: Visual Grounding for GUI Instructions ACL 2025 Arrow: Accelerator for Time Series Causal Discovery with Time Weaving ICML 2025 A Scalable and Effective Alternative to Graph Transformers AAAI 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization AAAI 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025 A Simple Model of Inference Scaling Laws ICML 2025 Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025 Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ACL 2025 A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs CVPR 2025 AsTree: An Audio Subscription Architecture Enabling Massive-Scale Multi-Party Conferencing NSDI 2025 AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data ICLR 2025 A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025 A Survey on LLM-powered Agents for Recommender Systems EMNLP 2025 AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations COLING 2025 Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization AAAI 2025 A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference NAACL 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025 ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025 ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025