From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors
Paper • 2605.31042 • Published • 15
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zstanjj
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lixiaoxi45
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From Matching to Generation: A Survey on Generative Information Retrieval
Paper • 2404.14851 • Published
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
Paper • 2505.16410 • Published • 58
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
Paper • 2505.10413 • Published
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation
Paper • 2506.21384 • Published • 1
Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search
Paper • 2507.02652 • Published • 26
Agentic Entropy-Balanced Policy Optimization
Paper • 2510.14545 • Published • 108
DeepAgent: A General Reasoning Agent with Scalable Toolsets
Paper • 2510.21618 • Published • 103
TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning
Paper • 2601.04698 • Published • 10
OmniGAIA: Towards Native Omni-Modal AI Agents
Paper • 2602.22897 • Published • 53
CausalRM: Causal-Theoretic Reward Modeling for RLHF from Observational User Feedbacks
Paper • 2603.18736 • Published
MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences
Paper • 2603.27813 • Published • 23
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
Paper • 2604.18292 • Published • 85
lixiaoxi45
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lixiaoxi45
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lixiaoxi45
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jinjiajie
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