YH.

Peking University · Computer Science北京大学 · 计算机学院

Yuanpeng He.何垣鹏。

何垣鹏 / Ph.D. StudentYuanpeng He / 博士研究生

I study multimodal learning, generative AI, trustworthy machine learning, and spatial intelligence.

我的研究聚焦于多模态学习、生成式人工智能、可信机器学习与空间智能。

I am pursuing my Ph.D. at Peking University, advised by Professors Wenpin Jiao and Zhi Jin, in the Key Laboratory of High Confidence Software Technologies, Ministry of Education. Previously, I received my B.S. in Software Engineering from Southwest University.

我目前在北京大学计算机学院攻读博士学位，师从焦文品教授与金芝教授，所在实验室为高可信软件技术教育部重点实验室。本科毕业于西南大学软件工程专业。

Get in touch联系我
Yuanpeng He · 何垣鹏
Beijing, China中国 · 北京39.9° N · 116.4° E
Research interests研究方向

Learning across modalities.
Reasoning under uncertainty.跨越模态的学习。
面向不确定性的推理。

553Citations引用次数
15h-index
26i10-index

Last synced最近同步

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01 / Research研究

Selected work代表性研究

All publications全部论文

4 selected papers · Swipe to explore4 篇代表作 · 左右滑动查看

02 / Publications学术论文

Research archive论文集37

An evolving body of work.
2021 — 2026持续探索，积累新知。
2021 — 2026

2026

NeurIPS 2026

KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG

Advances in Neural Information Processing Systems (2026).

CCF A
Research figure for KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG
2026

ICIC 2026

HEAF-Net with OALoss: A Hybrid Expert Attention Fusion Network for Ordinal Multi-Actuator Time Series Control: A Case Study of Building HVAC Valve Regulation

International Conference on Intelligent Computing (2026).

CCF C
Research figure for HEAF-Net with OALoss: A Hybrid Expert Attention Fusion Network for Ordinal Multi-Actuator Time Series Control: A Case Study of Building HVAC Valve Regulation

03 / Experience经历

A continuing journey求学与探索

Education教育经历

Research projects科研项目8

  • National Natural Science Foundation of China under Grant 62436006 (Participant)

    国家自然科学基金项目 62436006(参与)

  • National Natural Science Foundation of China under Grant 62192730 (Participant)

    国家自然科学基金项目 62192730(参与)

  • National Natural Science Foundation of China under Grant 62192731 (Participant)

    国家自然科学基金项目 62192731(参与)

  • National Key Research and Development Program of China under Grant 2023YFC3502900 (Participant)

    国家重点研发计划项目 2023YFC3502900(参与)

  • Science and Technology Development Fund, Macau SAR, under Grant 0141/2023/RIA2 (Participant)

    澳门特别行政区科学技术发展基金 0141/2023/RIA2(参与)

  • Science and Technology Development Fund, Macau SAR, under Grant 0193/2023/RIA3 (Participant)

    澳门特别行政区科学技术发展基金 0193/2023/RIA3(参与)

  • Science and Technology Development Fund, Macau SAR, under Grant 0079/2025/AFJ (Participant)

    澳门特别行政区科学技术发展基金 0079/2025/AFJ(参与)

  • Innovative Entrepreneurial Training Plan Program of College Students in Chongqing (Project lead)

    重庆市大学生创新创业训练计划项目(主持)

04 / Community荣誉与服务

Recognition & service荣誉与学术服务

Honors & awards荣誉与奖励

  • Huawei Scholarship for PhD Students (2026, School of Computer Science, Peking University, ￥20000)

    计算机学院华为奖学金(博士,2026,北京大学,￥20000)

  • Merit Student Award (2026, Peking University)

    三好学生(2026,北京大学)

  • National Scholarship of P. R. China for Graduate Students (2025, Peking University, ￥30000, ~Top 2%)

    国家奖学金(研究生,2025,北京大学,￥30000,约前 2%)

  • Merit Student Award (2025, Peking University)

    三好学生(2025,北京大学)

  • Outstanding Scientific Research Award (2024, Peking University)

    优秀科研奖(2024,北京大学)

Earlier honors · 17 more更早的荣誉 · 另 17 项

  • Outstanding Graduates of Colleges and Universities Award in Chongqing (2023, Chongqing Municipal Education Commission)

    重庆市普通高等学校优秀毕业生(2023,重庆市教育委员会)

  • Outstanding Graduates Award (2023, Southwest University)

    优秀毕业生(2023,西南大学)

  • Xiaomi Grand Scholarship (2023, Southwest University, ￥20000)

    小米特等奖学金(2023,西南大学,￥20000)

  • National Scholarship of P. R. China for Undergraduate Students (2022, Southwest University, ￥8000, ~Top 1%)

    国家奖学金(本科生,2022,西南大学,￥8000,约前 1%)

  • Merit Student Award (2022, Southwest University)

    三好学生(2022,西南大学)

  • Academic Technology Award (2022, Southwest University)

    学术科技奖(2022,西南大学)

  • Innovation and Entrepreneurship Award (2022, Southwest University)

    创新创业奖(2022,西南大学)

  • Literary and Artistic Activities Award (2022, Southwest University)

    文体活动奖(2022,西南大学)

  • Advanced Individual Award for Innovation Capacity Enhancement (2022, Chongqing Municipal Education Commission)

    创新能力提升先进个人(2022,重庆市教育委员会)

  • First Prize Scholarship (2021, Southwest University, ￥5000, ~Top 2%)

    一等奖学金(2021,西南大学,￥5000,约前 2%)

  • Merit Student Award (2021, Southwest University)

    三好学生(2021,西南大学)

  • Academic Technology Award (2021, Southwest University)

    学术科技奖(2021,西南大学)

  • Innovation and Entrepreneurship Award (2021, Southwest University)

    创新创业奖(2021,西南大学)

  • Literary and Artistic Activities Award (2021, Southwest University)

    文体活动奖(2021,西南大学)

  • The Stars of Self-improvement of Chinese College Students (2021, The Communist Youth League of China, The Sole Recipient)

    中国大学生自强之星(2021,中国共青团,唯一获评者)

  • Third Prize Scholarship (2020, Southwest University, ￥2000)

    三等奖学金(2020,西南大学,￥2000)

  • Academic Technology Award (2020, Southwest University)

    学术科技奖(2020,西南大学)

Academic reviewing学术审稿

Reviewer for conferences and journals across machine learning, computer vision, and artificial intelligence.为机器学习、计算机视觉与人工智能领域的学术会议和期刊提供审稿服务。

All conferences & journals · 27全部会议与期刊 · 27 项

05 / Contact联系

Let’s connect.保持联系。

heyuanpeng@stu.pku.edu.cn

School of Computer Science, Peking University
Beijing, 100871, China北京大学计算机学院
中国北京市，100871

To recognize that what is past cannot be amended, and that what is to come may yet be pursued.悟已往之不谏，
知来者之可追。