Program
A B O U T————————————————————————S C H E D U L E · T H U , N O V 1 2
DATE：November 12, 2026
Welcome & Introduction
TIME：15:50–18:50
Keynote Talk
Conformalized 1-Bit Matrix Completion
Yueqing Xing, Siyuan Wu, Ji Cui, and Liangliang Yuan
SALSA: Selective Adversarial Learning via Sharded Aggregation for Input and Attribute Unlearning in Recommendation Systems
Lin Zhao, Chuanchuan Li, Hengcheng Liang, Zhongmo Qin, Haoyu Luo, and Zhuoyu Wang
QFedRec: Quantum-Enhanced Federated Recommendation under Resource Constraints
Xiaohua Feng, Yuyuan Li, Jiaming Zhang, Li Zhang, Fengyuan Yu, Jun Zhou, Chaochao Chen, and Jianwei Yin
Coffee Break
Oral Presentation - Part 2
FORGE: Flat-Aware Topology-Constrained Sequential Unlearning for Recommendation
Xinyue Li, Ximei Fu, Wenjin Li, Qiyi Ma, Jiayi Qian, and Yiduo Wang
Temporal Counterfactual Diagnosis of Structural Bias in Dynamic Recommender Graphs
Daheng Zhu, Yicong Li, Cheng Chen, Shuai Xu, and Tianzi Zang
Conclusion & Farewell
The workshop will be held in conjunction with the IEEE International Conference on Data Mining (ICDM) 2026 on Saturday, November 14, 2026, as a half-day workshop.