Application Areas

Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation ICML 2025 Sparse Learning for State Space Models on Mobile ICLR 2025 Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs ACL 2025 SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs ICCV 2025 Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity ICML 2025 SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025 SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 Sparsifying Mamba EMNLP 2025 Sparsing Law: Towards Large Language Models with Greater Activation Sparsity ICML 2025 Sparsity May Be All You Need: Sparse Random Parameter Adaptation EMNLP 2025 SparsyFed: Sparse Adaptive Federated Learning ICLR 2025 Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ACL 2025 Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025 SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG ICLR 2025 SPD: Sync-Point Drop for Efficient Tensor Parallelism of Large Language Models ICML 2025 Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL EMNLP 2025 Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking IJCNLP 2025 SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs ICML 2025 Specialized Foundation Models Struggle to Beat Supervised Baselines ICLR 2025 SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows ICLR 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 Speculating LLMs’ Chinese Training Data Pollution from Their Tokens EMNLP 2025 Speculative Decoding for Multi-Sample Inference EMNLP 2025