Xingyu Lou
Xingyu Lou has 2 papers in our library, in 2026; often with Jun Wang, Weinan Zhang, Weiwen Liu.
OpenAlex · h-index 1 · 17 works · 3 citations OpenAlex, 2026-10-14
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksInformation Systems · 1 workArtificial Intelligence · 1 work
Works by year
2020s
Papers
- ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution (2026 · 1 citation)
The paper addresses two obstacles to deploying web-browsing agents in production. First, general-purpose models lack prior knowledge of the many different site layouts and business rules. Second, agents tend to drift away from the goal as interaction sequences grow longer. The authors, from OPPO Research Institute… - Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning (2026)
The paper addresses continual learning for LLM-based agents, where acquiring new tasks tends to erase earlier skills (the stability–plasticity dilemma).
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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