Yanzhou Pan

13 papers A* 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
An overlap-extended fuzzy rough self-information measure for feature selection and imbalanced data classification.
Fuzzy Sets Syst.
Yanzhou Pan, Minghao Chen, Weihua Xu
2025 — conf
ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Parity LLM Data Valuation.
NAACL (Long Papers)
Yanzhou Pan, Huawei Lin, Yide Ran, Jiamin Chen, Xiaodong Yu, Weijie Zhao, Denghui Zhang, Zhaozhuo Xu
2025 J jnl
ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Parity LLM Data Valuation.
CoRR
Yanzhou Pan, Huawei Lin, Yide Ran, Jiamin Chen, Xiaodong Yu, Weijie Zhao, Denghui Zhang, Zhaozhuo Xu
2025 J jnl
Context Engineering for Trustworthiness: Rescorla Wagner Steering Under Mixed and Inappropriate Contexts.
CoRR
Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang
2025 — conf
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage.
EMNLP (Findings)
Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang
2025 J jnl
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage.
CoRR
Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang
2025 J jnl
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity.
CoRR
Yide Ran, Wentao Guo, Jingwei Sun, Yanzhou Pan, Xiaodong Yu, Hao Wang, Jianwen Xie, Yiran Chen, Denghui Zhang, Zhaozhuo Xu
2025 — conf
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks.
ICML (Position Papers)
Yanzhou Pan, Jiayi Chen, Jiamin Chen, Zhaozhuo Xu, Denghui Zhang
2025 A* conf
Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context.
EMNLP
Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang
2023 J jnl
A Novel Dynamic Fusion Approach Using Information Entropy for Interval-Valued Ordered Datasets.
IEEE Trans. Big Data
Weihua Xu, Yanzhou Pan, Xiuwei Chen, Weiping Ding, Yuhua Qian
2023 J jnl
An incremental approach to feature selection using the weighted dominance-based neighborhood rough sets.
Int. J. Mach. Learn. Cybern.
Yanzhou Pan, Weihua Xu, Qinwen Ran
2021 J jnl
A Fast Semi-Supervised Clustering Framework for Large-Scale Time Series Data.
IEEE Trans. Syst. Man Cybern. Syst.
Guoliang He, Yanzhou Pan, Xuewen Xia, Jinrong He, Rong Peng, Neal N. Xiong
2021 J jnl
Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems.
CoRR
Aditya Desai, Yanzhou Pan, Kuangyuan Sun, Li Chou, Anshumali Shrivastava