Papers

• Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling (2026)
  Yong Liu et al.
  1.94
• Task-Focused Memorization for Multimodal Agents (2026)
  Tao Zou et al.
  1.94
• SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents (2026)
  Wenxuan Wang et al.
  1.94
• QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search (2025)
  Zongyu Lin et al.
  1.28
• EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents (2025)
  Rui Yang et al.
  1.28
• REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation (2025)
  Dong-Ho Lee et al.
  1.28
• V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models (2025)
  Xiangxi Zheng et al.
  1.28
• An Agentic System for Rare Disease Diagnosis with Traceable Reasoning (2025)
  Weike Zhao et al.
  1.28
• OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding (2025)
  JingLi Lin et al.
  1.28
• Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory (2025)
  Lin Long et al.
  1.28
• MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments (2025)
  Darshan Deshpande et al.
  1.28
• CodeClash: Benchmarking Goal-Oriented Software Engineering (2025)
  John Yang et al.
  1.28
• InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models (2025)
  Hongyuan Tao et al.
  1.28
• Mitigating Object Hallucination via Concentric Causal Attention (2024)
  Yun Xing et al.
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