Shijie Tang — accepted AI-conference papers

2026

WebArbiter: A Generative Reasoning Process Reward Model for Web Agents

Yao Zhang, Shijie Tang, Zeyu Li, Zhen Han, Volker Tresp

ICLR 2026poster

Web agents hold great potential for automating complex computer tasks, yet their interactions involve long horizons, multi-step decisions, and actions that can be irreversible. In such settings, outcome-based supervision is sparse and delayed, often rewarding incorrect trajectories and failing to su…

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2025

SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence

Yao Zhang, Chenyang Lin, Shijie Tang, Haokun Chen, Shijie Zhou, Yunpu Ma +1

EMNLP 2025

The rapid progress of Large Language Models has advanced agentic systems in decision-making, coordination, and task execution. Yet, existing agentic system generation frameworks lack full autonomy, missing from-scratch agent generation, self-optimizing agent functionality, and collaboration, limitin

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