I’m a research intern at DeepSeek and a Ph.D. candidate in Computer Science at Peking University, advised by Prof. Tong Yang. I expect to graduate in 2026.

My recent research focuses on reinforcement learning, where I explore cutting-edge algorithms and applications. Previously, my research interests centered on developing innovative data structures 📚 for networks, databases, and storage systems—an area where I have achieved notable results.

I love solving complex problems and collaborating on research.

📧 Email: yuhan.wu AAT pku.edu.cn
💬 WeChat: yuhanwuuu

Education 🎓

DegreeInstitutionMajorYear
B.S.
本科
Peking University
北京大学
Electronics Engineering and Computer Science
信息科学技术学院
2017 – 2021
Ph.D.
博士
Peking University
北京大学
Computer Science
计算机学院
2021 – 2026 (expected)

Recent Practice (2024)

English中文
Large Model MOE Structure Optimization
Cross-layer shared experts enable a 40% parameter reduction on an 8*0.5B model without compromising accuracy or activation.
大模型MOE结构设计优化
跨层共享专家,在8*0.5B模型上节约40%参数量,同时保持精度和激活量不变。
O1-like Model
Model distillation, chain-of-thought construction, SFT, and enhancement of math, coding and science abilities.
TinyR1-32B-Preview
O1-like模型
模型蒸馏、思维链、SFT,提升模型数学代码科学能力。
TinyR1-32B-Preview 项目主要贡献者
STEM Domain-Specific Large Model
A large model designed to solve competition-level problems in STEM fields.
STEM垂直领域大模型
竞赛级难题解题。
Tools for Large Models
Training: Megatron (100× H800 GPUs); Finetuning: DeepSpeed, LLaMA-Factory; Evaluation: OpenCompass, vLLM.
大模型相关工具使用
训练:Megatron(百卡H800);微调:DeepSpeed、LLaMA-Factory;评测:OpenCompass、vLLM。

Fundings & Scholarships

Fundings & Scholarships基金&奖学金
NSFC Grant (300,000 RMB) (Top 1%)国家自然科学基金博士研究生项目,30万元,北大计算机Top5
National Scholarship (China) (Top 1%)研究生国家奖学金,北大计算机Top 9
Presidential Scholarship (Top 1%)北京大学“博士研究生校长奖学金”,北大计算机Top 4
Huawei Scholarship华为奖学金
Huawei Olympus Award华为奥林帕斯先锋奖
Tun Scholarship北京大学董氏奖学金
Wei Lin Scholarship北京大学巍璘奖学金

Awards

Awards获奖
Beijing Outstanding Undergraduate Thesis (Top 1%)北京市优秀本科毕业设计,全校35人入选,北大前1%
PKU Junior Scholar (Top 1%)北京大学未名学士,拔尖计划,全校50人入选
Outstanding Reviewer Award, KDD 2023KDD 杰出审稿人奖
Top 10 Undergraduate Thesis Award, PKU EECS北京大学信息科学技术学院“十佳”本科毕业设计
Outstanding Undergraduate Research Award, PKU北京大学本科生科研训练优秀项目奖
Academic Innovation Award, PKU北京大学“学术创新奖”
Excellent Graduate, PKU北京大学优秀毕业生
Pacemaker to Merit Student, PKU北京大学三好学生标兵
Merit Student, PKU北京大学三好学生

Competitions

Competitions竞赛
NOI 2015 – Silver Medal全国信息学奥林匹克竞赛银牌
NOI 2016 – Silver Medal全国信息学奥林匹克竞赛银牌
ACM-ICPC Asia Regional Contest Shenyang Site 2018 – Silver MedalACM-ICPC 亚洲区域赛 沈阳站 2018 – 银牌

Publications

No.Authors & TitleVenueRole
1Yuhan Wu, Aomufei Yuan, Zhouran Shi, et al. “Online Detection of Outstanding Quantiles with QuantileFilter.”ICDE 2024Independent First Author, CCF-A
2Yuhan Wu, Feiyu Wang, Yifan Zhu, et al. “VisionEmbedder: Bit-Level-Compact Key-Value Storage with Constant Lookup, Rapid Updates, and Rare Failure.”ICDE 2024Independent First Author, CCF-A
3Yuhan Wu, Hanbo Wu, Chengjun Jia, et al. “Scalable Overspeed Item Detection in Streams.”ICDE 2024First-ranked Co-First Author, CCF-A
4Yuhan Wu, Shiqi Jiang, Siyuan Dong, et al. “MicroscopeSketch: Accurate Sliding Estimation Using Adaptive Zooming.”KDD 2023First-ranked Co-First Author, CCF-A
5Yuhan Wu, Jintao He, Shen Yan, et al. “Elastic Bloom Filter: Deletable and Expandable Filter using Elastic Fingerprints.”IEEE Transactions on Computers 2021First-ranked Co-First Author, CCF-A
6Yuhan Wu, Zirui Liu, Xiang Yu, et al. “MapEmbed: Perfect Hashing with High Load Factor and Fast Update.”KDD 2021First-ranked Co-First Author, CCF-A
7Yuhan Wu, Siyuan Dong, Yi Zhou, et al. “Kvsagg: Secure aggregation of distributed key-value sets.”ICDE 2023First-ranked Co-First Author, CCF-A
8Kaicheng Yang, Yuhan Wu, Ruijie Miao, et al. “ChameleMon: Shifting Measurement Attention as Network State Changes.”SIGCOMM 2023Co-First Author, CCF-A
9Jiarui Guo, Yisen Hong, Yuhan Wu, et al. “SketchPolymer: Estimate Per-item Tail Quantile Using One Sketch.”KDD 2023Co-First Author, CCF-A
10Zhuochen Fan, Zhoujing Hu, Yuhan Wu, et al. “PISketch: Finding Persistent and Infrequent Flows.”IEEE/ACM Transactions on NetworkingCo-First Author, CCF-A

My Friends

Chenyang Yang, Naiqian Zheng, Yikai Zhao, Zirui Liu,

Hiking

English中文
Hiking徒步
Captain of Peking University Hiking Team (2024), President of Peking University Hiking Association (2025), Led a team on the XiaTa Grand Loop in Xinjiang.北京大学徒步队队长(2024),北京大学徒步爱好者协会会长与常务理事(2025),曾带队新疆夏塔大环线。
Trail Running越野跑
Finisher of ULTRA-TRAIL MOUNT YUN BY UTMB® 50KM category.云丘山越野赛 by UTMB 50KM组 完赛者。

Photos

Photo 1: https://wuyuhan3z.github.io/images/p1.jpg
Photo 2: https://wuyuhan3z.github.io/images/p2.jpg
Photo 3: https://wuyuhan3z.github.io/images/p3.jpg
Photo 4: https://wuyuhan3z.github.io/images/p4.jpg