Efficient Computing

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025 Craw4LLM: Efficient Web Crawling for LLM Pretraining ACL 2025 CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion ICLR 2025 CROP: Contextual Region-Oriented Visual Token Pruning EMNLP 2025 Cross-Prompt Encoder for Low-Performing Languages IJCNLP 2025 Cross-regularization: Adaptive Model Complexity through Validation Gradients ICML 2025 CSPLADE: Learned Sparse Retrieval with Causal Language Models IJCNLP 2025 CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025 CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories NAACL 2025 CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025 Curvature-aware Graph Attention for PDEs on Manifolds ICML 2025 Customizing the Inductive Biases of Softmax Attention using Structured Matrices ICML 2025 Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025 Cut Your Losses in Large-Vocabulary Language Models ICLR 2025 CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE Vulnerabilities NAACL 2025 D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models AAAI 2025 DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025 DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models ICML 2025 DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation IJCAI 2025 DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs EMNLP 2025 DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation WACV 2025 DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens ACL 2025 DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025 Data Center Cooling System Optimization Using Offline Reinforcement Learning ICLR 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025