Artificial Intelligence

SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning AAAI 2026 SERL: Self-Examining Reinforcement Learning on Open-Domain AAAI 2026 ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production NSDI 2026 ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services ACL 2026 SeSE: Black-Box Uncertainty Quantification for Large Language Models Based on Structural Information Theory UAI 2026 Set-based v.s. Distribution-based Representations of Epistemic Uncertainty: A Comparative Study UAI 2026 SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection AAAI 2026 SeViL: Semi-supervised Vision-Language Learning with Text Prompt Guiding for Moving Infrared Small Target Detection AAAI 2026 SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning AAAI 2026 SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe ACL 2026 SGAT: Learning Feature Matching with Singularity-enhanced Graph Attention Network AAAI 2026 SGDrive: Scene-to-Goal Hierarchical World Cognition for Autonomous Driving CVPR 2026 SG-LoRA: Semantic-guided LoRA Parameters Generation CVPR 2026 SGoT-R1: Social Graph of Thought Reasoning-Enhanced Multimodal Large Language Model for Harmful Meme Detection AAAI 2026 SGP4SR: Separated-Modality Guided User Preference Learning for Multimodal Sequential Recommendation AAAI 2026 SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching AAAI 2026 SGPMIL: Sparse Gaussian Process Multiple Instance Learning WACV 2026 SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning ACL 2026 SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger ACL 2026 SGVEF-LOOP: Coverage-Guided Progressive Topological Exploration and Fact-Grounded Metamorphic Evaluation for MCP Agents ACL 2026 ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs AAAI 2026 SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026 Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems AAAI 2026 ShaLa: Multimodal Shared Latent Generative Modelling AAAI 2026 Shanks: Simultaneous Hearing and Thinking for Spoken Language Models ACL 2026