An Improved SVM-RFE Based on F-Statistic and mPDC for Gene Selection in Cancer Classification. - Kangyang Luo; Guoqiang Wang; Qian Li; Jiyuan Tao (IEEE Access, 2019)

A New L₁ Multi-Kernel Learning Support Vector Regression Ensemble Algorithm With AdaBoost. - Xiaojin Xie; Kangyang Luo; Guoqiang Wang (IEEE Access, 2022)

GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting. - Kangyang Luo; Xiang Li 067; Yunshi Lan; Ming Gao 001 (CVPR, 2023)

Decentralized Local Updates with Dual-Slow Estimation and Momentum-Based Variance-Reduction for Non-Convex Optimization. - Kangyang Luo; Kunkun Zhang; Shengbo Zhang; Xiang Li 067; Ming Gao 001 (ECAI, 2023)

DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning. - Kangyang Luo; Shuai Wang; Yexuan Fu; Xiang Li 067; Yunshi Lan; Ming Gao 001 (NeurIPS, 2023)

An LLM-Enhanced Adversarial Editing System for Lexical Simplification. - Keren Tan; Kangyang Luo; Yunshi Lan; Zheng Yuan; Jinlong Shu (LREC/COLING, 2024)

Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis. - Jianxiang Yu 001; Zichen Ding 002; Jiaqi Tan 006; Kangyang Luo; Zhenmin Weng; Chenghua Gong; Long Zeng 004; Renjing Cui; Chengcheng Han 004; Qiushi Sun; Zhiyong Wu 003; Yunshi Lan; et al. (EMNLP (Findings), 2024)

DFDG: Data-Free Dual-Generator Adversarial Distillation for One-Shot Federated Learning. - Kangyang Luo; Shuai Wang; Yexuan Fu; Renrong Shao; Xiang Li 067; Yunshi Lan; Ming Gao 001; Jinlong Shu (ICDM, 2024)

SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models. - Shujuan Zhao; Lingfeng Qiao; Kangyang Luo; Qian-Wen Zhang; Junru Lu; Di Yin (CoRR, 2024)

Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator. - Kangyang Luo; Shuai Wang; Xiang Li 067; Yunshi Lan; Ming Gao 001; Jinlong Shu (CoRR, 2024)

Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement. - Shuzheng Si; Haozhe Zhao; Gang Chen 039; Yunshui Li; Kangyang Luo; Chuancheng Lv; Kaikai An; Fanchao Qi; Baobao Chang; Maosong Sun 001 (CoRR, 2024)

Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models. - Kangyang Luo; Zichen Ding 002; Zhenmin Weng; Lingfeng Qiao; Meng Zhao; Xiang Li 067; Di Yin; Jinlong Shu (ACL (Findings), 2025)

GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion. - Kangyang Luo; Yuzhuo Bai; Cheng Gao; Shuzheng Si; Zhu Liu 005; Yingli Shen; Zhitong Wang; Cunliang Kong; Wenhao Li 003; Yufei Huang 008; Ye Tian; Xuantang Xiong; et al. (ACL (Findings), 2025)

Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering. - Shuzheng Si; Haozhe Zhao; Gang Chen 039; Cheng Gao; Yuzhuo Bai; Zhitong Wang; Kaikai An; Kangyang Luo; Chen Qian; Fanchao Qi; Baobao Chang; Maosong Sun 001 (ACL (1), 2025)

Document Segmentation Matters for Retrieval-Augmented Generation. - Zhitong Wang; Cheng Gao; Chaojun Xiao; Yufei Huang 008; Shuzheng Si; Kangyang Luo; Yuzhuo Bai; Wenhao Li 003; Tangjian Duan; Chuancheng Lv; Guoshan Lu; Gang Chen 039; et al. (ACL (Findings), 2025)

Exploring the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLMs of Different Scales. - Zhu Liu 005; Ying Liu; Kangyang Luo; Cunliang Kong; Maosong Sun 001 (CoRR, 2025)

DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection. - Yingli Shen; Wen Lai; Shuo Wang 013; Xueren Zhang; Kangyang Luo; Alexander Fraser 001; Maosong Sun 001 (CoRR, 2025)

From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora. - Yingli Shen; Wen Lai; Shuo Wang 013; Kangyang Luo; Alexander Fraser 001; Maosong Sun 001 (CoRR, 2025)

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning. - Shuzheng Si; Haozhe Zhao; Cheng Gao; Yuzhuo Bai; Zhitong Wang; Bofei Gao; Kangyang Luo; Wenhao Li 003; Yufei Huang 008; Gang Chen 039; Fanchao Qi; Minjia Zhang; et al. (CoRR, 2025)