Optimization

SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems ICLR 2025 SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification ACL 2025 TableKV: KV Cache Compression for In-Context Table Processing ACL 2025 TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ACL 2025 TaCOS: Task-Specific Camera Optimization with Simulation WACV 2025 TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering ACL 2025 TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data NAACL 2025 Taming LLMs with Gradient Grouping ACL 2025 Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion ICML 2025 Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance AAAI 2025 TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis ICCV 2025 TAROT: Targeted Data Selection via Optimal Transport ICML 2025 Task-Aware Resolution Optimization for Visual Large Language Models EMNLP 2025 Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025 Task Facet Learning: A Structured Approach To Prompt Optimization ACL 2025 Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text ACL 2025 Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval AAAI 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025 TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025 TCCD: Tree-guided Continuous Causal Discovery via Collaborative MCTS-Parameter Optimization IJCAI 2025 TCFG: Tangential Damping Classifier-free Guidance CVPR 2025 TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025 TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025 Teaching Text Agents to Learn Sequential Decision Making from Failure ACL 2025