conftrace_

Optimization & Theory

7,804 papers (27 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (1,960) Model Compression (1,896) Efficient Computing (1,780) Theory (1,239) Neural Network Optimization (1,004) Evaluation (533) Regularization (177) Loss Functions (157) Interpretability (128) Stochastic Methods (119) Generalization (115) Sparse Optimization (25)

Papers per year

8

7

12

6

16

9

25

48

45

60

94

150

295

436

675

803

1,010

944

1,346

1,352

463

'10

'15

'20

'25

Papers (including subtopics)

Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Harnessing Input-Adaptive Inference for Efficient VLN ICCV 2025 Hash3D: Training-free Acceleration for 3D Generation CVPR 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization EMNLP 2025 Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs AAAI 2025 Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025 Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025 Hierarchical Speculative Decoding with Dynamic Window NAACL 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 HiRemate: Hierarchical Approach for Efficient Re-materialization of Neural Networks ICML 2025 HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025 How Far are AI-generated Videos from Simulating the 3D Visual World: A Learned 3D Evaluation Approach ICCV 2025 How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching AAAI 2025 How Persuasive Is Your Context? EMNLP 2025 How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025 How to set AdamW’s weight decay as you scale model and dataset size ICML 2025 HSI: A Holistic Style Injector for Arbitrary Style Transfer CVPR 2025 HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025 HVAdam: A Full-Dimension Adaptive Optimizer AAAI 2025 Hybrid Data-Free Knowledge Distillation AAAI 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025