Huifeng Yin
Huifeng Yin has 3 papers in our library, in 2025–2026, most of them on Summarization, Reasoning, Efficient models & compression; often with Fei Huang, Kuan Li, Litu Ou.
OpenAlex · h-index 0 · 1 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 33 times in our library · ⭐ Paper Stars ranking: #8302
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksInformation Systems · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Summarization · 1 workEfficient models & compression · 1 workReasoning · 1 work
Works by year
2020s
Papers
- ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization (2025 · 26 citations)
Web agents built on LLMs often fail on hard multi-hop questions. The ReAct loop keeps adding every search result to the prompt, so the context window fills up before the agent finds the answer. Earlier fixes such as MEM1 or MemAgent change the model's architecture and require full retraining. ReSum avoids this with a… - Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models (2025 · 8 citations)
Small models are often taught to reason by fine-tuning them on long chain-of-thought (CoT) traces from large reasoning models such as DeepSeek-R1. - BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents (2026)
The paper asks whether LLM-based web search agents can meaningfully report how sure they are after long chains of browsing and reasoning.
Co-authors here
- Fei Huang ×2
- Kuan Li ×2
- Litu Ou ×2
- Liwen Zhang ×2
- Pengjun Xie ×2
- Xixi Wu ×2
- Yong Jiang ×2
- Zhongwang Zhang ×2
- Bo Zeng
- Chenyang Lyu
- Dingchu Zhang
- Hao Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/huifeng-yin/