Qianren Mao

34 papers A* 8A 1B 1Misc 1Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
NanoNet: Parameter-Efficient Learning with Label-Scarce Supervision for Lightweight Text Mining Model.
CoRR
Qianren Mao, Yashuo Luo, Ziqi Qin, Junnan Liu, Weifeng Jiang, Zhijun Chen, Zhuoran Li, Likang Xiao, Chuou Xu, Qili Zhang, Hanwen Hao, Jingzheng Li, Chunghua Lin, Jianxin Li, Philip S. Yu
2025 J jnl
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble.
CoRR
Zhijun Chen, Jingzheng Li, Pengpeng Chen, Zhuoran Li, Kai Sun, Yuankai Luo, Qianren Mao, Dingqi Yang, Hailong Sun, Philip S. Yu
2025 J jnl
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs.
Trans. Mach. Learn. Res.
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2025 — conf
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence.
NAACL (Findings)
Qianren Mao, Weifeng Jiang, Junnan Liu, Chenghua Lin, Qian Li, Xianqing Wen, Jianxin Li, Jinhu Lu
2025 J jnl
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation.
CoRR
Qianren Mao, Qili Zhang, Hanwen Hao, Zhentao Han, Runhua Xu, Weifeng Jiang, Qi Hu, Zhijun Chen, Tyler Zhou, Bo Li, Yangqiu Song, Jin Dong, Jianxin Li, Philip S. Yu
2025 J jnl
Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process.
CoRR
Zhijun Chen, Zeyu Ji, Qianren Mao, Junhang Cheng, Bangjie Qin, Hao Wu, Zhuoran Li, Jingzheng Li, Kai Sun, Zizhe Wang, Yikun Ban, Zhu Sun, Xiangyang Ji, Hailong Sun
2025 A* conf
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction.
IJCAI
Qian Li, Cheng Ji, Shu Guo, Kun Peng, Qianren Mao, Shangguang Wang
2024 J jnl
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.
CoRR
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2024 A* conf
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning.
ICML
Junnan Liu, Qianren Mao, Weifeng Jiang, Jianxin Li
2024 J jnl
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning.
CoRR
Junnan Liu, Qianren Mao, Weifeng Jiang, Jianxin Li
2024 J jnl
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence.
CoRR
Qianren Mao, Weifeng Jiang, Junnan Liu, Chenghua Lin, Qian Li, Xianqing Wen, Jianxin Li, Jinhu Lu
2024 J jnl
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction.
CoRR
Qian Li, Cheng Ji, Shu Guo, Yong Zhao, Qianren Mao, Shangguang Wang, Yuntao Wei, Jianxin Li
2024 J jnl
XRAG: eXamining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation.
CoRR
Qianren Mao, Yangyifei Luo, Jinlong Zhang, Hanwen Hao, Zhilong Cao, Xiaolong Wang, Xiao Guan, Zhenting Huang, Weifeng Jiang, Shuyu Guo, Zhentao Han, Qili Zhang, Siyuan Tao, Yujie Liu, Junnan Liu, Zhixing Tan, Jie Sun, Bo Li, Xudong Liu, Richong Zhang, Jianxin Li
2023 — conf
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders.
EMNLP (Findings)
Qianren Mao, Shaobo Zhao, Jiarui Li, Xiaolei Gu, Shizhu He, Bo Li, Jianxin Li
2023 J jnl
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders.
CoRR
Qianren Mao, Shaobo Zhao, Jiarui Li, Xiaolei Gu, Shizhu He, Bo Li, Jianxin Li
2023 A* conf
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining.
EMNLP
Weifeng Jiang, Qianren Mao, Chenghua Lin, Jianxin Li, Ting Deng, Weiyi Yang, Zheng Wang
2023 J jnl
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining.
CoRR
Weifeng Jiang, Qianren Mao, Jianxin Li, Chenghua Lin, Weiyi Yang, Ting Deng, Zheng Wang
2023 — conf
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs.
EMNLP (Findings)
Junnan Liu, Qianren Mao, Chenghua Lin, Yangqiu Song, Jianxin Li
2023 A* conf
Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler.
KDD
Zhijun Chen, Hailong Sun, Wanhao Zhang, Chunyi Xu, Qianren Mao, Pengpeng Chen
2023 J jnl
Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler.
CoRR
Zhijun Chen, Hailong Sun, Wanhao Zhang, Chunyi Xu, Qianren Mao, Pengpeng Chen
2023 A conf
POINE
ECAI
Junnan Liu, Qianren Mao, Jianxin Li, Xingcheng Fu, Zheng Wang
2022 J jnl
Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks.
IEEE ACM Trans. Audio Speech Lang. Process.
Qianren Mao, Jianxin Li, Chenghua Lin, Congwen Chen, Hao Peng, Lihong Wang, Philip S. Yu
2022 J jnl
Attend and select: A segment selective transformer for microblog hashtag generation.
Knowl. Based Syst.
Qianren Mao, Xi Li, Bang Liu, Shu Guo, Peng Hao, Jianxin Li, Lihong Wang
2022 Misc conf
Explicitly Modeling Importance and Coherence for Timeline Summarization.
ICASSP
Qianren Mao, Jianxin Li, Jiazheng Wang, Xi Li, Peng Hao, Lihong Wang, Zheng Wang
2022 J jnl
Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge.
IEEE ACM Trans. Audio Speech Lang. Process.
Qianren Mao, Jianxin Li, Hao Peng, Shizhu He, Lihong Wang, Philip S. Yu, Zheng Wang
2022 A* conf
HiGIL: Hierarchical Graph Inference Learning for Fact Checking.
ICDM
Qianren Mao, Yiming Wang, Chenghong Yang, Linfeng Du, Hao Peng, Jia Wu, Jianxin Li, Zheng Wang
2022 A* conf
MuchSUM: Multi-channel Graph Neural Network for Extractive Summarization.
SIGIR
Qianren Mao, Hongdong Zhu, Junnan Liu, Cheng Ji, Hao Peng, Jianxin Li, Lihong Wang, Zheng Wang
2022 B conf
Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization.
COLING
Yiming Wang, Qianren Mao, Junnan Liu, Weifeng Jiang, Hongdong Zhu, Jianxin Li
2021 J jnl
Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation.
CoRR
Qianren Mao, Xi Li, Hao Peng, Bang Liu, Shu Guo, Jianxin Li, Lihong Wang, Philip S. Yu
2021 J jnl
Automated Timeline Length Selection for Flexible Timeline Summarization.
CoRR
Xi Li, Qianren Mao, Hao Peng, Hongdong Zhu, Jianxin Li, Zheng Wang
2021 J jnl
Event prediction based on evolutionary event ontology knowledge.
Future Gener. Comput. Syst.
Qianren Mao, Xi Li, Hao Peng, Jianxin Li, Dongxiao He, Shu Guo, Min He, Lihong Wang
2021 A* conf
Multi-level Connection Enhanced Representation Learning for Script Event Prediction.
WWW
Lihong Wang, Juwei Yue, Shu Guo, Jiawei Sheng, Qianren Mao, Zhenyu Chen, Shenghai Zhong, Chen Li
2019 A* conf
Aspect-Based Sentiment Classification with Attentive Neural Turing Machines.
IJCAI
Qianren Mao, Jianxin Li, Senzhang Wang, Yuanning Zhang, Hao Peng, Min He, Lihong Wang
2018 — conf
Path-Graph Fusion Based Community Detection over Heterogeneous Information Network.
HPCC/SmartCity/DSS
Jun Li, Peiyuan Sun, Qianren Mao, Jianxin Li