Representation Learning

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025 YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SemEval 2025 YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary ICLR 2025 You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data ICCV 2025 Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free ICLR 2025 ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025 Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts IJCAI 2025 Zero Shot Generalization of Vision-Based RL Without Data Augmentation ICML 2025 Zero-shot Imputation with Foundation Inference Models for Dynamical Systems ICLR 2025 Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer ICML 2025 Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025 ZIPA: A family of efficient models for multilingual phone recognition ACL 2025 ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025 αTC-VAE: On the relationship between Disentanglement and Diversity ICLR 2024 $\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials NeurIPS 2024 S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting ICML 2024 NAISR: A 3D Neural Additive Model for Interpretable Shape Representation ICLR 2024 1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis Interspeech 2024 2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images CVPR 2024 3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups IJCAI 2024 3D Human Pose Estimation With Two-Step Mixed-Training Strategy WACV 2024 3D Paintbrush: Local Stylization of 3D Shapes with Cascaded Score Distillation CVPR 2024