Deep Learning

When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities UAI 2025 When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach ICLR 2025 When Graph Neural Networks Meet Dynamic Mode Decomposition ICLR 2025 When Humans Growl and Birds Speak: High-Fidelity Voice Conversion from Human to Animal and Designed Sounds Interspeech 2025 When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025 When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning ICCV 2025 When Less Is More: Logits-Constrained Framework with RoBERTa for Ancient Chinese NER NAACL 2025 When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs EMNLP 2025 When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025 When LRP Diverges from Leave-One-Out in Transformers EMNLP 2025 When Men Bite Dogs: Testing Good-Enough Parsing in Turkish with Humans and Large Language Models NAACL 2025 When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class ICML 2025 When narrower is better: the narrow width limit of Bayesian parallel branching neural networks ICLR 2025 When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025 When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025 When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification ACL 2025 When Should We Prefer State-to-Visual DAgger over Visual Reinforcement Learning? AAAI 2025 When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025 When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models ACL 2025 When The MOS Predictor Asks For Training Annotation In Cross Lingual/Domain Adaptation Interspeech 2025 When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025 When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025 When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025 When Truthful Representations Flip Under Deceptive Instructions? EMNLP 2025 When Visual State Space Model Meets Backdoor Attacks WACV 2025