Yijie Wang

Assistant Professor, Computer Science, Indiana University, Bloomington

Joined

May 2021

Names

Yijie Wang (Preferred)

Emails

****@iu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Computer Science, Indiana University, Bloomington (iu.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Xiaoning Qian

2010 – 2015

Expertise

sparse learning

Present

graph theory

Present

Publications

Graph-guided Sparse Learning via Boolean Relaxation
Yijie Wang, Aolong Li, Xiaoqing Huang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series
Jia Wang, Xiao Wang, Yijie Wang, Nan Zhang, Sha Cao, Chi Zhang
- Submitted to ICLR 2026
- Readers: Everyone
MARS: Toward More Efficient Multi-agent Collaboration for LLM Reasoning
Xiao Wang, Jia Wang, Yijie Wang, Pengtao Dang, Sha Cao, Chi Zhang
- Submitted to ICLR 2026
- Readers: Everyone
SPADE: Inferring Transcriptional Dynamics from Spatial Transcriptomics with Physics-Informed Deep Learning
Xiao Wang, Jia Wang, Yuhui Wei, Yijie Wang, Sha Cao, Chi Zhang
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
Bias-aware Boolean Matrix Factorization Using Disentangled Representation Learning
Xiao Wang, Jia Wang, Tong Zhao, Yijie Wang, Nan Zhang, Yong Zang, Sha Cao, Chi Zhang
- UAI 2024 poster
- Readers: Everyone
Inhomogeneous graph trend filtering via a l2, 0 cardinality penalty
Xiaoqing Huang, Andersen Ang, Jie Zhang, Yijie Wang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
AIscEA: unsupervised integration of single-cell gene expression and chromatin accessibility via their biological consistency
Elham Jafari, Travis S. Johnson, Yue Wang, Yunlong Liu, Kun Huang, Yijie Wang
- Nov 2022 (modified: 24 Apr 2023)
- Bioinform. 2022
- Readers: Everyone
Learning Sparse Group Models Through Boolean Relaxation
Yijie Wang, Yuan Zhou, Xiaoqing Huang, Kun Huang, Jie Zhang, Jianzhu Ma
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 notable top 25%
- Readers: Everyone
MobilePrune: Neural Network Compression via ℓ0 Sparse Group Lasso on the Mobile System
Yubo Shao, Kaikai Zhao, Zhiwen Cao, Zhehao Peng, Xingang Peng, Pan Li, Yijie Wang, Jianzhu Ma
- 2022 (modified: 02 Nov 2022)
- Sensors 2022
- Readers: Everyone
Provable Constrained Stochastic Convex Optimization with XOR-Projected Gradient Descent
Fan Ding, Yijie Wang, Jianzhu Ma, Yexiang Xue
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 19 publications

Co-Authors

View all 45 co-authors