Che Liu
Che Liu has 4 papers in our library, in 2023–2026, most of them on Reasoning, Language models & pretraining, Vision & language; often with Yong Dai, Daniel Rueckert, Fan Zhou.
OpenAlex · ORCID · Wikidata · h-index 36 · 189 works · 6,499 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 61 times in our library · ⭐ Paper Stars ranking: #7287
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArts and Humanities · 3 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 3 worksMedicine · 1 workComputer Vision and Pattern Recognition · 3 worksHealth Informatics · 1 workControl and Systems Engineering · 1 workEngineering · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 3 worksEfficient models & compression · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- OpenAgents: An Open Platform for Language Agents in the Wild (2023 · 62 citations)
Most language-agent frameworks (e.g., AutoGPT, BabyAGI) are developer-oriented prototypes with console interfaces. - Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL (2025 · 10 citations)
Medical LLMs usually learn to reason through supervised fine-tuning on chain-of-thought (CoT) traces, often distilled from proprietary systems such as GPT-4o. - Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models (2026)
The paper asks whether reinforcement learning with verifiable rewards (RLVR) gives vision-language models genuinely new abilities or only makes them more efficient at sampling answers they could already produce. - E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence (2026)
Vision-Language Models used as the reasoning core of robots often fail at precise spatial tasks. The authors argue that text-based Chain-of-Thought is a poor medium for geometry because language compresses away the pixel-level detail that manipulation needs. E-ViC (Embodied Visual Chain) moves part of the reasoning…
Co-authors here
- Yong Dai ×2
- Daniel Rueckert
- Fan Zhou
- Haozhe Wang
- Jiazhen Pan
- Leo Z. Liu
- Luoxuan Weng
- Osamu Yoshie
- Peng Shi
- Qian Liu
- Tianbao Xie
- Toh Jing Hua
Venues
Cited by
Updated
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