Machine Learning

IAM: Efficient Inference through Attention Mapping between Different-scale LLMs ACL 2025 IAP: Invisible Adversarial Patch Attack through Perceptibility-Aware Localization and Perturbation Optimization ICCV 2025 IASBS at SemEval-2025 Task 11: Ensembling Transformers for Bridging the Gap in Text-Based Emotion Detection SemEval 2025 IBAS:Imperceptible Backdoor Attacks in Split Learning with Limited Information AAAI 2025 IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck ICML 2025 Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages IJCNLP 2025 I Can Hear You: Selective Robust Training for Deepfake Audio Detection ICLR 2025 ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing ICCV 2025 ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025 ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment EMNLP 2025 ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM EMNLP 2025 ICL CIPHERS: Quantifying ”Learning” in In-Context Learning via Substitution Ciphers EMNLP 2025 ICLER: Intent CLassification with Enhanced Reasoning EMNLP 2025 ICLEval: Evaluating In-Context Learning Ability of Large Language Models COLING 2025 ICLR: In-Context Learning of Representations ICLR 2025 ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks ICML 2025 Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation EMNLP 2025 I-Con: A Unifying Framework for Representation Learning ICLR 2025 ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025 ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025 Identifiability and Estimation in High-Dimensional Nonparametric Latent Structure Models COLT 2025 Identifiability for Gaussian Processes with Holomorphic Kernels ICLR 2025 Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning ICLR 2025