Yanzhou Pan

According to our database, Yanzhou Pan authored at least 13 papers between 2021 and 2026.

Collaborative distances:

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

2026

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation.

Qazi Mamunur Rashid, Xuan Yang, Zhengzhe Yang, Yanzhou Pan, Erin van Liemt, Darlene Neal, Kshitij Pancholi, Jamila Smith-Loud

CoRR, May, 2026

An overlap-driven feature selection via volume-aware separability-consistency index for imbalanced classification.

Yanzhou Pan, Minghao Chen, Weihua Xu

Pattern Recognit., 2026

An overlap-extended fuzzy rough self-information measure for feature selection and imbalanced data classification.

Yanzhou Pan, Minghao Chen, Weihua Xu

Fuzzy Sets Syst., 2026

2025

Context Engineering for Trustworthiness: Rescorla Wagner Steering Under Mixed and Inappropriate Contexts.

Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang

CoRR, September, 2025

Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity.

Yide Ran, Wentao Guo, Jingwei Sun, Yanzhou Pan, Xiaodong Yu, Hao Wang, Jianwen Xie, Yiran Chen, Denghui Zhang, Zhaozhuo Xu

CoRR, June, 2025

ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Parity LLM Data Valuation.

Yanzhou Pan, Huawei Lin, Yide Ran, Jiamin Chen, Xiaodong Yu, Weijie Zhao, Denghui Zhang, Zhaozhuo Xu

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks.

Yanzhou Pan, Jiayi Chen, Jiamin Chen, Zhaozhuo Xu, Denghui Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage.

Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang

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

Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context.

Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang

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

2023

A Novel Dynamic Fusion Approach Using Information Entropy for Interval-Valued Ordered Datasets.

Weihua Xu, Yanzhou Pan, Xiuwei Chen, Weiping Ding, Yuhua Qian

IEEE Trans. Big Data, June, 2023

An incremental approach to feature selection using the weighted dominance-based neighborhood rough sets.

Yanzhou Pan, Weihua Xu, Qinwen Ran

Int. J. Mach. Learn. Cybern., April, 2023

2021

A Fast Semi-Supervised Clustering Framework for Large-Scale Time Series Data.

Guoliang He, Yanzhou Pan, Xuewen Xia, Jinrong He, Rong Peng, Neal N. Xiong

IEEE Trans. Syst. Man Cybern. Syst., 2021

Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems.

Aditya Desai, Yanzhou Pan, Kuangyuan Sun, Li Chou, Anshumali Shrivastava

CoRR, 2021