Representation Learning

SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration AAAI 2025 Spotlighter: Revisiting Prompt Tuning from a Representative Mining View EMNLP 2025 SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025 Stabilizing Sample Similarity in Representation via Mitigating Random Consistency ICML 2025 Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence CVPR 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025 STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings ICML 2025 STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025 StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025 STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025 STAR: Stability-Inducing Weight Perturbation for Continual Learning ICLR 2025 State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025 State Space Model Meets Transformer: A New Paradigm for 3D Object Detection ICLR 2025 Statistical Model-driven Similarity Hashing: Bridging Modalities for Efficient Unsupervised Retrieval AAAI 2025 STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning ICCV 2025 STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification ICML 2025 STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025 Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025 Steering Your Diffusion Policy with Latent Space Reinforcement Learning CoRL 2025 Steer LLM Latents for Hallucination Detection ICML 2025 STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025 Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation ICCV 2025