ANT: A Multi-Granularity Network Traffic Dataset and Benchmark for Agents Behavior Auditing
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How Execution Assumptions Change Short-Horizon Sharpe Rankings: Evidence from a Synthetic Trading Benchmark
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DimSteer: Steering LLM Authoring with Automatically Discovered Stylistic Controls
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Controllable Road Marking Generation
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HERA: Harness-Environment Co-Evolution for Reliable Agentic Abstention
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Towards Credible Agent-Based Policy Simulations: Disentangling Opportunities and Preferences in a Financial Inclusion Case Study of Egypt
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EvoCast: Reliable Autonomous Research Agents for Iterative Forecasting Architecture Evolution
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$\mathrm{TRIZ}^{a}$: Guiding Agent Evolution from Pattern Recognition to Solution Invention
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Scaling Verifiable Environments for Long-horizon Work Agents
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AgroGround: Multi-Granularity Grounded Recognition in Agriculture
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From Overloaded to Guaranteed: High-Throughput Multi-SLO Enforcement for LoRA-Assisted On-Premise LLM Deployment
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Video2World: Benchmarking Coding Agents for Interactive World Modeling from Embodied Videos
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