Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data. - Shaoming Duan; Chuanyi Liu; Peiyi Han; Tianyu He; Yifeng Xu; Qiyuan Deng (CoRR, 2022)

Dynamic Multi-objective Operation Optimization of Blast Furnace Based on Evolutionary Algorithm. - Yumeng Zhao; Jingchuan Zhang; Meng Jiang; Kai Fu; Qiyuan Deng; Xianpeng Wang 002 (BIC-TA (1), 2023)

XRoute Environment: A Novel Reinforcement Learning Environment for Routing. - Zhanwen Zhou; Hankz Hankui Zhuo; Xiaowu Zhang; Qiyuan Deng (CoRR, 2023)

Optimal Policies and Heuristics to Match Supply with Demand for Online Retailing. - Qiyuan Deng; Xiaobo Li 002; Yun Fong Lim; Fang Liu 008 (Manuf. Serv. Oper. Manag., 2024)

Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling. - Qiyuan Deng; Xuefeng Bai 001; Kehai Chen; Yaowei Wang 001; Liqiang Nie; Min Zhang 005 (ACL (1), 2025)

Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model. - Qiyuan Deng; Xuefeng Bai 001; Kehai Chen; Yaowei Wang 001; Liqiang Nie; Min Zhang 005 (CoRR, 2025)