ACC: Compiling Agent Trajectories for Long-Context Training
Fuente:
arXiv
Saved in:
| Main Authors: | Su, Qisheng, Fang, Zhen, Huang, Shiting, Zeng, Yu, Zhao, Yiming, Shi, Kou, Zhang, Ziao, Chen, Lin, Chen, Zehui, Wu, Lijun, Zhao, Feng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
by: Ren, Qingnan, et al.
Published: (2026)
by: Ren, Qingnan, et al.
Published: (2026)
Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning
by: Su, Qisheng, et al.
Published: (2026)
by: Su, Qisheng, et al.
Published: (2026)
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models
by: Huang, Shiting, et al.
Published: (2026)
by: Huang, Shiting, et al.
Published: (2026)
ADORA: Training Reasoning Models with Dynamic Advantage Estimation on Reinforcement Learning
by: Ren, Qingnan, et al.
Published: (2026)
by: Ren, Qingnan, et al.
Published: (2026)
AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios
by: Shi, Kou, et al.
Published: (2026)
by: Shi, Kou, et al.
Published: (2026)
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
by: Zhang, Ziao, et al.
Published: (2026)
by: Zhang, Ziao, et al.
Published: (2026)
DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action
by: Fang, Zhen, et al.
Published: (2025)
by: Fang, Zhen, et al.
Published: (2025)
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
by: Huang, Shiting, et al.
Published: (2025)
by: Huang, Shiting, et al.
Published: (2025)
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation
by: Zhao, Yiming, et al.
Published: (2026)
by: Zhao, Yiming, et al.
Published: (2026)
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
by: Zeng, Yu, et al.
Published: (2025)
by: Zeng, Yu, et al.
Published: (2025)
Flow-OPD: On-Policy Distillation for Flow Matching Models
by: Fang, Zhen, et al.
Published: (2026)
by: Fang, Zhen, et al.
Published: (2026)
SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation
by: Ren, Tianfei, et al.
Published: (2026)
by: Ren, Tianfei, et al.
Published: (2026)
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
by: Qi, Yukun, et al.
Published: (2025)
by: Qi, Yukun, et al.
Published: (2025)
Confident RAG: Enhancing the Performance of LLMs for Mathematics Question Answering through Multi-Embedding and Confidence Scoring
by: Chen, Shiting, et al.
Published: (2025)
by: Chen, Shiting, et al.
Published: (2025)
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models
by: Zeng, Yu, et al.
Published: (2026)
by: Zeng, Yu, et al.
Published: (2026)
Sleep Patterns and Cardiovascular Disease Risk: Investigating the Mediating Role of Inflammatory Markers in a Large NHANES Adult Population
by: Xinru Guo, et al.
Published: (2025)
by: Xinru Guo, et al.
Published: (2025)
Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning
by: Zhang, Kehao, et al.
Published: (2026)
by: Zhang, Kehao, et al.
Published: (2026)
LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
by: Gu, Diandian, et al.
Published: (2024)
by: Gu, Diandian, et al.
Published: (2024)
Towards Fine-grained Large Object Segmentation 1st Place Solution to 3D AI Challenge 2020 -- Instance Segmentation Track
by: Chen, Zehui, et al.
Published: (2020)
by: Chen, Zehui, et al.
Published: (2020)
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios
by: Tang, Jiwei, et al.
Published: (2024)
by: Tang, Jiwei, et al.
Published: (2024)
Efficacy and safety of Anlotinib in combination with gemcitabine and cisplatin as a first‐line treatment for recurrent or metastatic nasopharyngeal carcinoma: A single‐arm clinical trial
by: Zhehao Xiao, et al.
Published: (2025)
by: Zhehao Xiao, et al.
Published: (2025)
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
by: Yuan, Siyu, et al.
Published: (2025)
by: Yuan, Siyu, et al.
Published: (2025)
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models
by: Chen, Zehui, et al.
Published: (2024)
by: Chen, Zehui, et al.
Published: (2024)
Training-free Context-adaptive Attention for Efficient Long Context Modeling
by: You, Zeng, et al.
Published: (2025)
by: You, Zeng, et al.
Published: (2025)
Lexicalized Constituency Parsing for Middle Dutch: Low-resource Training and Cross-Domain Generalization
by: Liang, Yiming, et al.
Published: (2026)
by: Liang, Yiming, et al.
Published: (2026)
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction
by: Zhao, Yiming, et al.
Published: (2025)
by: Zhao, Yiming, et al.
Published: (2025)
ContextBudget: Budget-Aware Context Management for Long-Horizon Search Agents
by: Wu, Yong, et al.
Published: (2026)
by: Wu, Yong, et al.
Published: (2026)
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts
by: Fang, Shicheng, et al.
Published: (2026)
by: Fang, Shicheng, et al.
Published: (2026)
AgentFold: Long-Horizon Web Agents with Proactive Context Management
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation
by: Wang, Jiangyuan, et al.
Published: (2026)
by: Wang, Jiangyuan, et al.
Published: (2026)
ACC for foliated log canonical thresholds
by: Chen, Yen-An
Published: (2022)
by: Chen, Yen-An
Published: (2022)
Scaling Long-Horizon LLM Agent via Context-Folding
by: Sun, Weiwei, et al.
Published: (2025)
by: Sun, Weiwei, et al.
Published: (2025)
EntropyLong: Effective Long-Context Training via Predictive Uncertainty
by: Jia, Junlong, et al.
Published: (2025)
by: Jia, Junlong, et al.
Published: (2025)
SkillRAE: Agent Skill-Based Context Compilation for Retrieval-Augmented Execution
by: Meng, Xiangcheng, et al.
Published: (2026)
by: Meng, Xiangcheng, et al.
Published: (2026)
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
by: Feng, Zhaopeng, et al.
Published: (2026)
by: Feng, Zhaopeng, et al.
Published: (2026)
Succinonitrile‐Modulated Polymer Electrolyte for Ultra‐Long Lifespan and High Voltage Sodium Metal Batteries
by: Jun Chen, et al.
Published: (2025)
by: Jun Chen, et al.
Published: (2025)
SL-ACC: A Communication-Efficient Split Learning Framework with Adaptive Channel-wise Compression
by: Lin, Zehang, et al.
Published: (2025)
by: Lin, Zehang, et al.
Published: (2025)
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
by: Wang, Qiuchen, et al.
Published: (2025)
by: Wang, Qiuchen, et al.
Published: (2025)
Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing
by: Wu, Chen, et al.
Published: (2025)
by: Wu, Chen, et al.
Published: (2025)
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
by: Gupta, Ahan, et al.
Published: (2026)
by: Gupta, Ahan, et al.
Published: (2026)
Similar Items
-
SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering
by: Ren, Qingnan, et al.
Published: (2026) -
Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning
by: Su, Qisheng, et al.
Published: (2026) -
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models
by: Huang, Shiting, et al.
Published: (2026) -
ADORA: Training Reasoning Models with Dynamic Advantage Estimation on Reinforcement Learning
by: Ren, Qingnan, et al.
Published: (2026) -
AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios
by: Shi, Kou, et al.
Published: (2026)