Mingzhe Han

According to our database, Mingzhe Han authored at least 15 papers between 2020 and 2025.

Collaborative distances:

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

2025

Bidirectional Knowledge Distillation for Enhancing Sequential Recommendation with Large Language Models.

Jiongran Wu, Jiahao Liu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Li Shang, Tun Lu, Ning Gu

CoRR, May, 2025

LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems.

Shengkang Gu, Jiahao Liu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Ning Gu, Li Shang, Tun Lu

CoRR, May, 2025

Enhancing Cross-Domain Recommendations with Memory-Optimized LLM-Based User Agents.

Jiahao Liu, Shengkang Gu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu

CoRR, February, 2025

AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations.

Jiahao Liu, Shengkang Gu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation.

Mingzhe Han, Dongsheng Li, Jiafeng Xia, Jiahao Liu, Hansu Gu, Peng Zhang, Ning Gu, Tun Lu

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Rethinking Contrastive Learning for Electrocardiogram Anomaly Detection: A Time-Frequency Augmentations Perspective.

Huihui Chang, Haoyi Fan, Han Han, Mingzhe Han, Bing Zhou, Zongmin Wang

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

2024

PML-MPI: A Pre-Trained ML Framework for Efficient Collective Algorithm Selection in MPI.

Mingzhe Han, Goutham Kalikrishna Reddy Kuncham, Benjamin Michalowicz, Rahul Vaidya, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC.

Pouya Kousha, Arpan Jain, Ayyappa Kolli, Matthew Lieber, Mingzhe Han, Nicholas Contini, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the High Performance Computing - 38th International Conference, 2023

Developer's Responsibility or Database's Responsibility? Rethinking Concurrency Control in Databases.

Chaoyi Cheng, Mingzhe Han, Nuo Xu, Spyros Blanas, Michael D. Bond, Yang Wang

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022

Author Correction: Dynamic forecasting of severe acute graft-versus- host disease after transplantation.

Xueou Liu, Yigeng Cao, Ye Guo, Xiaowen Gong, Yahui Feng, Yao Wang, Mingyang Wang, Mengxuan Cui, Wenwen Guo, Luyang Zhang, Ningning Zhao, Xiaoqiang Song, Xuetong Zheng, Xia Chen, Qiujin Shen, Song Zhang, Zhen Song, Linfeng Li, Sizhou Feng, Mingzhe Han, Xiaofan Zhu, Erlie Jiang, Junren Chen

Nat. Comput. Sci., 2022

Dynamic forecasting of severe acute graft-versus-host disease after transplantation.

Xueou Liu, Yigeng Cao, Ye Guo, Xiaowen Gong, Yahui Feng, Yao Wang, Mingyang Wang, Mengxuan Cui, Wenwen Guo, Luyang Zhang, Ningning Zhao, Xiaoqiang Song, Xuetong Zheng, Xia Chen, Qiujin Shen, Song Zhang, Zhen Song, Linfeng Li, Sizhou Feng, Mingzhe Han, Xiaofan Zhu, Erlie Jiang, Junren Chen

Nat. Comput. Sci., 2022

A Wearable Low-Power Collaborative Sensing System for High-Quality SSVEP-BCI Signal Acquisition.

Rui Na, Dezhi Zheng, Ying Sun, Mingzhe Han, Shuai Wang, Shuailei Zhang, Qianxin Hui, Xinlei Chen, Jun Zhang, Chun Hu

IEEE Internet Things J., 2022

Reprint of: An embedded lightweight SSVEP-BCI electric wheelchair with hybrid stimulator.

Rui Na, Chun Hu, Ying Sun, Shuai Wang, Shuailei Zhang, Mingzhe Han, Wenhan Yin, Jun Zhang, Xinlei Chen, Dezhi Zheng

Digit. Signal Process., 2022

2021

An embedded lightweight SSVEP-BCI electric wheelchair with hybrid stimulator.

Rui Na, Chun Hu, Ying Sun, Shuai Wang, Shuailei Zhang, Mingzhe Han, Wenhan Yin, Jun Zhang, Xinlei Chen, Dezhi Zheng

Digit. Signal Process., 2021

2020

Adversarial Learning-based Bias Mitigation for Fatigue Driving Detection in Fair-Intelligent IoV.

Mingzhe Han, Jun Wu, Ali Kashif Bashir, Wu Yang, Muhammad Imran, Nidal Nasser

Proceedings of the IEEE Global Communications Conference, 2020