Zhenyu Lei

PhD student, Electrical and Computer Engineering, University of Virginia, Charlottesville

Joined

January 2022

Names

Zhenyu Lei (Preferred)

Emails

****@qq.com (Confirmed)

****@stu.xjtu.edu.cn (Confirmed)

****@virginia.edu (Confirmed)

Personal Links

DBLP

ORCID

ACL Anthology

Career & Education History

PhD student

Electrical and Computer Engineering, University of Virginia, Charlottesville (virginia.edu)

2023 – 2028

Undergrad student

Xi'an Jiaotong University (xjtu.edu.cn)

2019 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Jundong Li

2023 – 2028

Expertise

No areas of expertise listed

Publications

Energy-Based Models for Predicting Mutational Effects on Proteins
Patrick Soga, Zhenyu Lei, Yinhan He, Camille L. Bilodeau, Jundong Li
- SIGKDD 2025
- Readers: Everyone
Interpretable Neuropsychiatric Diagnosis via Concept-Guided Graph Neural Networks
Song Wang, Zhenyu Lei, Zhen Tan, Jundong Li, Javier Rasero, Aiying Zhang, Chirag Agarwal
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
Zhenyu Lei, Qiong Wu, JIANXIONG DONG, Yinhan He, Emily Dodwell, Yushun Dong, Jundong Li
- ICLR 2026 Poster
- Readers: Everyone
GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
Xingbo Fu, Zhenyu Lei, Zihan Chen, Binchi Zhang, Chuxu Zhang, Jundong Li
- NeurIPS 2025 poster
- Readers: Everyone
Deep Interactions for Multimodal Molecular Property Prediction
Patrick Soga, Zhenyu Lei, Camille L. Bilodeau, Jundong Li
- AIDrugX Poster
- Readers: Everyone
Fairness-Aware Graph Learning: A Benchmark
Yushun Dong, Song Wang, Zhenyu Lei, Zaiyi Zheng, Jing Ma, Chen Chen, Jundong Li
- Submitted to ICLR 2025
- Readers: Everyone
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding
Shangbin Feng, Zhaoxuan Tan, Wenqian Zhang, Zhenyu Lei, Yulia Tsvetkov
- 22 Sept 2022 (modified: 14 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
TwiBot-22: Towards Graph-Based Twitter Bot Detection
Shangbin Feng, Zhaoxuan Tan, Herun Wan, Ningnan Wang, Zilong Chen, Binchi Zhang, Qinghua Zheng, Wenqian Zhang, Zhenyu Lei, Shujie Yang, Xinshun Feng, Qingyue Zhang, Hongrui Wang, Yuhan Liu, Yuyang Bai, Heng Wang, Zijian Cai, Yanbo Wang, Lijing Zheng, Zihan Ma et al. (2 additional authors not shown)
- 14 Jun 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
TwiBot-22: Towards Graph-Based Twitter Bot Detection
Shangbin Feng, Zhaoxuan Tan, Herun Wan, Ningnan Wang, Zilong Chen, Binchi Zhang, Qinghua Zheng, Wenqian Zhang, Zhenyu Lei, Shujie Yang, Xinshun Feng, Qingyue Zhang, Hongrui Wang, Yuhan Liu, Yuyang Bai, Heng Wang, Zijian Cai, Yanbo Wang, Lijing Zheng, Zihan Ma et al. (2 additional authors not shown)
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media
Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo
- 2022 (modified: 13 Jun 2022)
- CoRR 2022
- Readers: Everyone

Co-Authors

View all 40 co-authors