Deep Learning

LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025 Logits-Based Finetuning EMNLP 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025 Logos as a Well-Tempered Pre-train for Sign Language Recognition EMNLP 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025 LoKi: Low-dimensional KAN for Efficient Fine-tuning Image Models CVPR 2025 LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025 LONG3R: Long Sequence Streaming 3D Reconstruction ICCV 2025 Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025 LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA ACL 2025 Long Context Compression with Activation Beacon ICLR 2025 Long-Context Speech Synthesis with Context-Aware Memory Interspeech 2025 Long-Context State-Space Video World Models ICCV 2025 Long Context Tuning for Video Generation ICCV 2025 LongDiff: Training-Free Long Video Generation in One Go CVPR 2025 LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025 LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025 Long-form Hallucination Detection with Self-elicitation ACL 2025 Long-Form Speech Generation with Spoken Language Models ICML 2025