Guangyuan Ma - RankMe

22 papers A* 4Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts. NAACL (Long Papers) Zhenpeng Su, Xing Wu, Zijia Lin, Yizhe Xiong, Minxuan Lv, Guangyuan Ma, Hui Chen, Songlin Hu, Guiguang Ding
2025	J	`jnl`	LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference. CoRR Guangyuan Ma, Yongliang Ma, Xuanrui Gou, Zhenpeng Su, Ming Zhou, Songlin Hu
2025	J	`jnl`	PulseBat: A field-accessible dataset for second-life battery diagnostics from realistic histories using multidimensional rapid pulse test. CoRR Shengyu Tao, Guangyuan Ma, Huixiong Yang, Minyan Lu, Guodan Wei, Guangmin Zhou, Xuan Zhang
2025	A*	`conf`	Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval. AAAI Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu
2024	J	`jnl`	CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts. CoRR Zhenpeng Su, Xing Wu, Zijia Lin, Yizhe Xiong, Minxuan Lv, Guangyuan Ma, Hui Chen, Songlin Hu, Guiguang Ding
2024	—	`conf`	Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. NAACL-HLT Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
2024	A*	`conf`	Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. SIGIR Guangyuan Ma, Xing Wu, Zijia Lin, Songlin Hu
2024	J	`jnl`	Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval. CoRR Guangyuan Ma, Xing Wu, Zijia Lin, Songlin Hu
2024	J	`jnl`	MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts. CoRR Zhenpeng Su, Zijia Lin, Xue Bai, Xing Wu, Yizhe Xiong, Haoran Lian, Guangyuan Ma, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu
2024	J	`jnl`	Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval. CoRR Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu
2023	J	`jnl`	CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval. CoRR Xing Wu, Guangyuan Ma, Peng Wang, Meng Lin, Zijia Lin, Fuzheng Zhang, Songlin Hu
2023	J	`jnl`	CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval. CoRR Guangyuan Ma, Xing Wu, Peng Wang, Songlin Hu
2023	A*	`conf`	ConTextual Masked Auto-Encoder for Dense Passage Retrieval. AAAI Xing Wu, Guangyuan Ma, Meng Lin, Zijia Lin, Zhongyuan Wang, Songlin Hu
2023	J	`jnl`	ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. CoRR Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
2023	J	`jnl`	HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus. CoRR Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
2023	—	`conf`	PUNR: Pre-training with User Behavior Modeling for News Recommendation. EMNLP (Findings) Guangyuan Ma, Hongtao Liu, Xing Wu, Wanhui Qian, Zhepeng Lv, Qing Yang, Songlin Hu
2023	J	`jnl`	PUNR: Pre-training with User Behavior Modeling for News Recommendation. CoRR Guangyuan Ma, Hongtao Liu, Xing Wu, Wanhui Qian, Zhepeng Lv, Qing Yang, Songlin Hu
2023	J	`jnl`	Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval. CoRR Guangyuan Ma, Xing Wu, Peng Wang, Zijia Lin, Songlin Hu
2023	A*	`conf`	Query-as-context Pre-training for Dense Passage Retrieval. EMNLP Xing Wu, Guangyuan Ma, Wanhui Qian, Zijia Lin, Songlin Hu
2022	J	`jnl`	ConTextual Mask Auto-Encoder for Dense Passage Retrieval. CoRR Xing Wu, Guangyuan Ma, Meng Lin, Zijia Lin, Zhongyuan Wang, Songlin Hu
2022	J	`jnl`	Query-as-context Pre-training for Dense Passage Retrieval. CoRR Xing Wu, Guangyuan Ma, Songlin Hu
2021	J	`jnl`	Bioinformatics resources facilitate understanding and harnessing clinical research of SARS-CoV-2. Briefings Bioinform. Md. Asif Ahsan, Yongjing Liu, Cong Feng, Yincong Zhou, Guangyuan Ma, Youhuang Bai, Ming Chen