Tian Xueyun
Tian Xueyun has 3 papers in our library, in 2026, most of them on Reasoning, Vision & language; often with Bingbing Xu, Huawei Shen, Heng Dong.
OpenAlex · h-index 1 · 11 works · 1 citations OpenAlex, 2026-10-14
Affiliations
🎓University of Chinese Academy of SciencesBeijing ·
China2026 · 3 papers🔬Institute of Computing TechnologyBeijing ·
China2026 · 2 papers
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workSocial Sciences · 1 workSociology and Political Science · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents (2026)
LLM agents handling long interaction histories rely on external memory. Popular systems spend heavily on turning past dialogue into trees or graphs, then simply paste retrieved snippets into the prompt. The authors show that this costly structuring barely beats plain RAG. They also find that retrieving the right… - Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization (2026)
SFT on distilled chain-of-thought data usually relies on rejection sampling, which keeps only trajectories whose final answer is correct. - ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding (2026)
ROMA tackles streaming audio-video understanding: an assistant must watch and listen to a live stream, answer questions when asked (reactive mode), and speak up unprompted when something relevant happens (proactive mode).
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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