Recent Papers

This page contains all my papers in the last five years.

WWW

LoRA-E2: Effective and Efficient Low-rank Adaptation

Shengkun Zhu, Jinshan Zeng, Yiming Wang, Sheng Wang#, Yuan Sun, Shangfeng Chen, Yuan Yao and Qiang Yang

VLDB

Highly-Efficient Large-Scale 𝑘-means with Individual Fairness

Shengkun Zhu, Jinshan Zeng, Yuan Sun, Sheng Wang#, Yiming Wang, Yushuai Ji, Feiping Nie, Xiaodong Li, Zhiyong Peng

ICDE

Updatable Balanced Index for Fast On-device Search with Auto-selection Model

Yushuai Ji, Sheng Wang#, Zhiyu Chen, Yuan Sun, Zhiyong Peng

Front. Comput. Sci.

Budgeted spatial data acquisition: when coverage and connectivity matter

Wenzhe Yang, Shixun Huang, Sheng Wang#, Zhiyong Peng

Information Processing and Management

Efficient Low-Rank Index Routing for High-Dimensional Approximate Nearest Neighbor Search

Yiqi Li, Sheng Wang#, Zhiyu Chen, Zhiyong Peng

WWWJ

BraveANN: Robust Approximate Nearest Neighbor Search for Billion-Scale Vectors

Shengkun Zhu, Yiming Wang, Xin Jin, Jinshan Zeng, Sheng Wang#, Yuan Sun, Yuhui Lai, Zhiyong Peng

IEEE Bigdata 2025

Updatable Balanced Index for Stable Streaming Similarity Search over Large-Scale Fresh Vectors

Yuhui Lai, Shixun Huang, Sheng Wang#

VLDB 2025

Federated and Balanced Clustering for High-dimensional Data

Yushuai Ji, Shengkun Zhu, Shixun Huang, Zepeng Liu, Sheng Wang#, Zhiyong Peng

KDD 2025

FedAPM: Federated Learning via ADMM with Partial Model Personalization

Shengkun Zhu, Feiteng Nie, Jinshan Zeng, Sheng Wang#, Yuan Sun, Yuan Yao, Shangfeng Chen, Quanqing Xu, Chuanhui Yang

ICDE 2025

On Simplifying Large-Scale Spatial Vectors: Fast, Memory-Efficient, and Cost-Predictable k-means

Yushuai Ji, Zepeng Liu, Sheng Wang#, Yuan Sun, Zhiyong Peng

Approximate Vector Set Search: A Bio-Inspired Approach for High-Dimensional Spaces

Yiqi Li, Sheng Wang#, Zhiyu Chen, Shangfeng Chen, Zhiyong Peng

Joinable Search over Multi-source Spatial Datasets: Overlap, Coverage, and Efficiency

Wenzhe Yang, Sheng Wang#, Yuan Sun, Zhiyu Chen, Zhiyong Peng

WWWJ

Dependency Relationships-Enhanced Attentive Group Recommendation in HINs

Juntao Zhang, Zhiyu Chen, Sheng Wang#, Xiandi Yang, Daojun Han, Zhiyong Peng

SIGMOD 2024

F3KM: Federated, Fair, and Fast k-means

Shengkun Zhu, Quanqing Xu, Jingshan Zeng, Sheng Wang#, Yuan Sun, Zhifeng Yang, Chuanhui Yang, Zhiyong Peng

SIGMOD 2023

Prerequisite-driven Fair Clustering on Heterogeneous Information Networks

Juntao Zhang, Sheng Wang#, Yuan Sun, Zhiyong Peng

PVLDB 2022

Fast Dataset Search with Earth Mover's Distance

Wenzhe Yang, Sheng Wang#, Yuan Sun, Zhiyong Peng

ICDE 2022

A Resource-Aware Deep Cost Model for Big Data Query Processing

Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Zhiyong Peng

SIGMOD 2021

Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand

Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao.

ACM Computing Surveys

A Survey on Trajectory Data Management, Analytics, and Learning

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong

VLDB 2021

On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection

Sheng Wang, Yuan Sun, Zhifeng Bao

Last edited on February 5^th 2026 01:55PM (Time Zone: CST).
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