Chen Liu
Chen Liu has 3 papers in our library, in 2026, most of them on Efficient models & compression; often with Feiran Liu, Haiwei Wang, Hao Xu.
OpenAlex · h-index 1 · 5 works · 2 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #10103
Affiliations
Fields, topics and concepts
📚 Shelves 13The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksEngineering · 1 workIndustrial and Manufacturing Engineering · 1 workSoftware · 1 workAccounting · 1 workBusiness, Management and Accounting · 1 workDecision Sciences · 1 workEconomics, Econometrics and Finance · 1 workFinance · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 1Research subjects and languages the work is about.Efficient models & compression · 1 work
Works by year
2020s
Papers
- Don't Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction (2026 · 5 citations)
Vision-language GUI agents usually assume each action works as intended. On real devices, latency, rendering lag or interruptions often make a tap do nothing. The agent then keeps acting on a false belief and can loop on the same useless action. VeriGUI tackles this by making the agent check, at every step, whether… - Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation (2026 · 3 citations)
The paper argues that LoRA has two weaknesses. First, it spends its small rank budget equally on every low-rank direction, even though many directions carry noise; the authors call this semantic drift. Second, it tunes each layer in isolation, so updates in neighbouring layers can point in unrelated directions; they… - QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents (2026)
LLM trading agents are usually tested on pre-assembled market snapshots, where humans have already chosen prices and news.
Co-authors here
- Feiran Liu
- Haiwei Wang
- Hao Xu
- Lin Zhao
- Mengke Chen
- Qiutong Pan
- Run Shao
- Tianyang Wang
- Xi Xiao
- Xianwei Xue
- Xinran He
- Yanshu Li
Venues
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