Bioinformatics resources facilitate understanding and harnessing clinical research of SARS-CoV-2. - Md. Asif Ahsan; Yongjing Liu; Cong Feng; Yincong Zhou; Guangyuan Ma; Youhuang Bai; Ming Chen 005 (Briefings Bioinform., 2021)

ConTextual Mask Auto-Encoder for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Meng Lin; Zijia Lin; Zhongyuan Wang; Songlin Hu 001 (CoRR, 2022)

Query-as-context Pre-training for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Songlin Hu 001 (CoRR, 2022)

ConTextual Masked Auto-Encoder for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Meng Lin; Zijia Lin; Zhongyuan Wang; Songlin Hu 001 (AAAI, 2023)

PUNR: Pre-training with User Behavior Modeling for News Recommendation. - Guangyuan Ma; Hongtao Liu; Xing Wu 002; Wanhui Qian; Zhepeng Lv; Qing Yang 033; Songlin Hu 001 (EMNLP (Findings), 2023)

Query-as-context Pre-training for Dense Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Wanhui Qian; Zijia Lin; Songlin Hu 001 (EMNLP, 2023)

CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval. - Xing Wu 002; Guangyuan Ma; Peng Wang 028; Meng Lin; Zijia Lin; Fuzheng Zhang; Songlin Hu 001 (CoRR, 2023)

CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval. - Guangyuan Ma; Xing Wu 002; Peng Wang 028; Songlin Hu 001 (CoRR, 2023)

ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. - Zhenpeng Su; Xing Wu 002; Wei Zhou 019; Guangyuan Ma; Songlin Hu 001 (CoRR, 2023)

Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval. - Guangyuan Ma; Xing Wu 002; Peng Wang 028; Zijia Lin; Songlin Hu 001 (CoRR, 2023)

HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus. - Zhenpeng Su; Xing Wu 002; Wei Zhou 019; Guangyuan Ma; Songlin Hu 001 (CoRR, 2023)

Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. - Zhenpeng Su; Xing Wu 002; Wei Zhou 019; Guangyuan Ma; Songlin Hu 001 (NAACL-HLT, 2024)

Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. - Guangyuan Ma; Xing Wu 002; Zijia Lin; Songlin Hu 001 (SIGIR, 2024)

MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts. - Zhenpeng Su; Zijia Lin; Xue Bai; Xing Wu 002; Yizhe Xiong; Haoran Lian; Guangyuan Ma; Hui Chen 013; Guiguang Ding; Wei Zhou 019; Songlin Hu 001 (CoRR, 2024)

Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval. - Guangyuan Ma; Yongliang Ma; Xing Wu 002; Zhenpeng Su; Ming Zhou 001; Songlin Hu 001 (AAAI, 2025)

CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts. - Zhenpeng Su; Xing Wu 002; Zijia Lin; Yizhe Xiong; Minxuan Lv; Guangyuan Ma; Hui Chen 013; Songlin Hu 001; Guiguang Ding (NAACL (Long Papers), 2025)

PulseBat: A field-accessible dataset for second-life battery diagnostics from realistic histories using multidimensional rapid pulse test. - Shengyu Tao; Guangyuan Ma; Huixiong Yang; Minyan Lu; Guodan Wei; Guangmin Zhou; Xuan Zhang (CoRR, 2025)

LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference. - Guangyuan Ma; Yongliang Ma; Xuanrui Gou; Zhenpeng Su; Ming Zhou 001; Songlin Hu 001 (CoRR, 2025)