XRec: Large Language Models for Explainable Recommendation. - Qiyao Ma; Xubin Ren; Chao Huang 001 (EMNLP (Findings), 2024)

FedBChain: A Blockchain-Enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights. - Gaoxuan Li; Chern Hong Lim; Qiyao Ma; Xinyu Tang; Hwa Hui Tew; Fan Ding; Xuewen Luo (SMC, 2024)

FedBChain: A Blockchain-enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights. - Gaoxuan Li; Chern Hong Lim; Qiyao Ma; Xinyu Tang; Hwa Hui Tew (CoRR, 2024)

HARec: Hyperbolic Graph-LLM Alignment for Exploration and Exploitation in Recommender Systems. - Qiyao Ma; Menglin Yang 001; Mingxuan Ju; Tong Zhao 003; Neil Shah; Rex Ying (CoRR, 2024)

Low-Rank Adaptation for Foundation Models: A Comprehensive Review. - Menglin Yang 001; Jialin Chen; Yifei Zhang; Jiahong Liu 001; Jiasheng Zhang; Qiyao Ma; Harshit Verma; Qianru Zhang; Min Zhou 006; Irwin King; Rex Ying (CoRR, 2025)

MobCLIP: Learning General-purpose Geospatial Representation at Scale. - Ya Wen; Jixuan Cai; Qiyao Ma; Linyan Li; Xinhua Chen; Chris Webster 001; Yulun Zhou (CoRR, 2025)