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Agent Systems
3885 directly classified papers
Papers per year
2002: 1
2003: 1
2006: 12
2007: 5
2008: 11
2009: 8
2010: 17
2011: 14
2012: 21
2013: 17
2014: 17
2015: 16
2016: 32
2017: 102
2018: 123
2019: 198
2020: 210
2021: 269
2022: 291
2023: 415
2024: 663
2025: 1077
2026: 365
Papers
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
ACL 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation
ACL 2025
Search-o1: Agentic Search-Enhanced Large Reasoning Models
EMNLP 2025
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
ACL 2025
Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics
EMNLP 2025
CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
ACL 2025
GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
ICCV 2025
Less is More: Empowering GUI Agent with Context-Aware Simplification
ICCV 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space
ICCV 2025
Aether: Geometric-Aware Unified World Modeling
ICCV 2025
EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device
ICCV 2025
Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations
ICCV 2025
monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation
ICCV 2025
MistSense: Versatile Online Detection of Procedural and Execution Mistakes
ICCV 2025
NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments
ICCV 2025
Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control
ICCV 2025
GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training
ICCV 2025
Learning 3D Scene Analogies with Neural Contextual Scene Maps
ICCV 2025
Learning on the Go: A Meta-learning Object Navigation Model
ICCV 2025
Reinforcement Learning-Guided Data Selection via Redundancy Assessment
ICCV 2025
RTMap: Real-Time Recursive Mapping with Change Detection and Localization
ICCV 2025
Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding
ICCV 2025
CityNav: A Large-Scale Dataset for Real-World Aerial Navigation
ICCV 2025
NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation
ICCV 2025
MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance
EMNLP 2025
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