Optimization

Scaling FP8 training to trillion-token LLMs ICLR 2025 Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement NAACL 2025 Scaling Inference Time Compute for Diffusion Models CVPR 2025 Scaling Laws and Efficient Inference for Ternary Language Models ACL 2025 Scaling Laws for Differentially Private Language Models ICML 2025 Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation NAACL 2025 Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning ICLR 2025 Scaling Optimal LR Across Token Horizons ICLR 2025 Scaling Speech-Text Pre-training with Synthetic Interleaved Data ICLR 2025 Scaling Up Temporal Domain Generalization via Temporal Experts Averaging EMNLP 2025 SCBench: A KV Cache-Centric Analysis of Long-Context Methods ICLR 2025 Scenario-Based Robust Optimization of Tree Structures AAAI 2025 SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025 Scheduling Weight Transitions for Quantization-Aware Training ICCV 2025 SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification ICML 2025 SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation ACL 2025 SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation ACL 2025 Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport ICML 2025 Score-based free-form architectures for high-dimensional Fokker-Planck equations ICLR 2025 SCULPT: Systematic Tuning of Long Prompts ACL 2025 SDFit: 3D Object Pose and Shape by Fitting a Morphable SDF to a Single Image ICCV 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025 Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025 Search Strategy Generation for Branch and Bound Using Genetic Programming AAAI 2025