Artificial Intelligence

Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models ACL 2026 MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems ACL 2026 MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026 MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning EACL 2026 MathSE: Improving Multimodal Mathematical Reasoning via Self-Evolving Iterative Reflection and Reward-Guided Fine-Tuning AAAI 2026 MathSight: A Benchmark Exploring Have Vision-Language Models Really Seen in University-Level Mathematical Reasoning? ACL 2026 MatPedia: A Universal Generative Foundation for High-Fidelity Material Synthesis CVPR 2026 MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation AAAI 2026 MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026 MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement ACL 2026 MAVERIX: Multimodal Audio-Visual Evaluation and Recognition IndeX AAAI 2026 MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI 2026 Maximally Robust Satisficing Bayesian Optimization UAI 2026 Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning ACL 2026 MaxInfo: A Training-Free Key-Frame Selection Method Using Maximum Volume for Enhanced Video Understanding WACV 2026 MaxMark: High-Capacity Diffusion-Native Watermarking via Robust and Invertible Latent Embedding CVPR 2026 MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks AAAI 2026 mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code SemEval 2026 MCIE: Multimodal LLM-Driven Complex Instruction Image Editing with Spatial Guidance AAAI 2026 MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment AAAI 2026 MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools AAAI 2026 MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools ACL 2026 MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers AAAI 2026 MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration AAAI 2026 MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026