Ji-Rong Wen
5 indexed papers
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The paper introduces PhoneWorld, a scalable pipeline that automatically converts real-world GUI trajectories and screenshots into controllable, reproducible phone-use environments, significantly improving agent performance across multiple mobile benchmarks.
The paper introduces ClawTrojan, a benchmark for multi-step trojan attacks against LLM agents, and proposes DASGuard, a defense mechanism that detects and sanitizes backdoor content planted across multiple workspace interactions.
This paper introduces ClawTrojan, a benchmark for multi-step trojan attacks against LLM agents, and proposes DASGuard, a dynamic defense mechanism that traces and sanitizes untrusted control content in local workspace files.
This paper proposes a novel framework, DS-MLP, for click-through rate prediction in online advertising and recommendation systems.
The paper proposes WebSwarm, a multi-agent search system that dynamically instantiates agentic search nodes for task decomposition, recursive expansion, and agent collaboration.
Papers
WebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web Search
Xiaoshuai Song, Liancheng Zhang, Kangzhi Zhao, Yutao Zhu +7 more
The paper proposes WebSwarm, a multi-agent search system that dynamically instantiates agentic search nodes for task decomposition, recursive expansion, and agent collaboration.