Publications

You can also find my articles on my Google Scholar profile.

PhD period (Sep 2021 - Present)

Guixu: Valuation-Driven Data Discovery for Autonomous AI Agents with On-Chain Attestation
Yifan Wu, Yuchen Peng, Jiaqi Chai, Yufei Qian, Xilin Li, Ke Chen, Lidan Shou
VLDB 2026, 52nd International Conference on Very Large Data Bases
Code

ScaleSense: Cost-Intelligent Scaling Framework via Learned Resource Estimation in Alibaba AnalyticDB
Yifan Wu, Yuhan Li, Zhenhua Wang, Ke Chen, Lidan Shou, Zonghao Chen, Liang Lin, Huan Li, Gang Chen
VLDB 2026, 52nd International Conference on Very Large Data Bases

Token Economics for LLM Agents: A Dual-View Study from Computing and Economics
Yuxi Chen, Junming Chen, Chenyu He, Yiwei Li, Yicheng Ji, Yifan Wu, Dingyu Yang, Lansong Diao, Lidan Shou, Hongliang Zhang, Huan Li, Gang Chen
arXiv:2605.09104, 2026

SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
Yifan Wu, Yuhan Li, Zhenhua Wang, Zhongle Xie, Dingyu Yang, Ke Chen, Lidan Shou, Bo Tang, Liang Lin, Huan Li, Gang Chen
VLDB 2026, 52nd International Conference on Very Large Data Bases
Homepage / Benchmark

HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
Yifan Wu, Ke Chen, Gang Chen, Dawei Jiang, Huan Li, Lidan Shou
SIGMOD 2025, ACM SIGMOD International Conference on Management of Data
Code

Undergraduate period (Sep 2017 - Jun 2021)

* denotes the tagged author is my advisor

BlockRFC: Real-Time Rolled Fingerprint Construction and Distortion Rectification
Yongliang Zhang*, Yifan Wu, Minghua Gao, Shengyi Pan, Zirui Shao, Tian Luo
IEEE Access, 8, 216948-216959, 2020
Code / Video

Rolled Fingerprint Mosaicking Algorithm Based on Block Scale
Yongliang Zhang*, Minghua Gao, Xiaosi Zhan, Yifan Wu, Shengyi Pan
Chinese Conference on Biometric Recognition (pp. 55-62). Springer, Cham. (2019, October)