Zhenyu Lei

According to our database, Zhenyu Lei authored at least 26 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

CoRR, March, 2026

Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing.

Tianhao Huang, Guanghui Min, Zhenyu Lei, Aiying Zhang, Chen Chen

CoRR, February, 2026

MolEdit: Knowledge Editing for Multimodal Molecule Language Models.

Zhenyu Lei, Patrick Soga, Yaochen Zhu, Yinhan He, Yushun Dong, Jundong Li

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

BrainTAP: Brain Disorder Prediction with Adaptive Distill and Selective Prior Integration.

Zhenyu Lei, Aiying Zhang, Song Wang, Han Fan, Jundong Li

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Interpretable Neuropsychiatric Diagnosis via Concept-Guided Graph Neural Networks.

Song Wang, Zhenyu Lei, Zhen Tan, Jundong Li, Javier Rasero, Aiying Zhang, Chirag Agarwal

CoRR, October, 2025

Harnessing Large Language Models for Disaster Management: A Survey.

Zhenyu Lei, Yushun Dong, Weiyu Li, Rong Ding, Qi Wang, Jundong Li

CoRR, January, 2025

Deep Interactions for Multimodal Molecular Property Prediction.

Patrick Soga, Zhenyu Lei, Camille L. Bilodeau, Jundong Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks.

Xingbo Fu, Zhenyu Lei, Zihan Chen, Binchi Zhang, Chuxu Zhang, Jundong Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Energy-Based Models for Predicting Mutational Effects on Proteins.

Patrick Soga, Zhenyu Lei, Yinhan He, Camille L. Bilodeau, Jundong Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions.

Xingbo Fu, Zehong Wang, Zihan Chen, Jiazheng Li, Yaochen Zhu, Zhenyu Lei, Cong Shen, Yanfang Ye, Chuxu Zhang, Jundong Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Fairness-Aware Graph Learning: A Benchmark.

Yushun Dong, Song Wang, Zhenyu Lei, Zaiyi Zheng, Jing Ma, Chen Chen, Jundong Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Learning from Diverse Reasoning Paths with Routing and Collaboration.

Zhenyu Lei, Zhen Tan, Song Wang, Yaochen Zhu, Zihan Chen, Yushun Dong, Jundong Li

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning.

Zihan Chen, Song Wang, Xingbo Fu, Chengshuai Shi, Zhenyu Lei, Cong Shen, Jun-Dong Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Harnessing Large Language Models for Disaster Management: A Survey.

Zhenyu Lei, Yushun Dong, Weiyu Li, Rong Ding, Qi R. Wang, Jundong Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

BrainMAP: Learning Multiple Activation Pathways in Brain Networks.

Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data.

Zhenyu Lei, Yushun Dong, Jundong Li, Chen Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Benchmark for Fairness-Aware Graph Learning.

Yushun Dong, Song Wang, Zhenyu Lei, Zaiyi Zheng, Jing Ma, Chen Chen, Jundong Li

CoRR, 2024

PyGDebias: A Python Library for Debiasing in Graph Learning.

Yushun Dong, Zhenyu Lei, Zaiyi Zheng, Song Wang, Jing Ma, Alex Jing Huang, Chen Chen, Jundong Li

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection.

Zijian Cai, Zhaoxuan Tan, Zhenyu Lei, Zifeng Zhu, Hongrui Wang, Qinghua Zheng, Minnan Luo

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks.

Yushun Dong, Binchi Zhang, Zhenyu Lei, Na Zou, Jundong Li

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

HOFA: Twitter Bot Detection with Homophily-Oriented Augmentation and Frequency Adaptive Attention.

Sen Ye, Zhaoxuan Tan, Zhenyu Lei, Ruijie He, Hongrui Wang, Qinghua Zheng, Minnan Luo

CoRR, 2023

BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency.

Zhenyu Lei, Herun Wan, Wenqian Zhang, Shangbin Feng, Zilong Chen, Jundong Li, Qinghua Zheng, Minnan Luo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding.

Shangbin Feng, Zhaoxuan Tan, Wenqian Zhang, Zhenyu Lei, Yulia Tsvetkov

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency.

Zhenyu Lei, Herun Wan, Wenqian Zhang, Shangbin Feng, Zilong Chen, Qinghua Zheng, Minnan Luo

CoRR, 2022

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, Jundong Li, Minnan Luo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022