Hu, Songlin

21 publications

AAAI 2025 An Information-Theoretic Multi-Task Representation Learning Framework for Natural Language Understanding Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu

AAAI 2025 BotSim: LLM-Powered Malicious Social Botnet Simulation Boyu Qiao, Kun Li, Wei Zhou, Shilong Li, Qianqian Lu, Songlin Hu

AAAI 2025 Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models Han Cao, Lingwei Wei, Wei Zhou, Songlin Hu

NeurIPS 2025 LongMagpie: A Self-Synthesis Method for Generating Large-Scale Long-Context Instructions Chaochen Gao, Xing W, Zijia Lin, Debing Zhang, Songlin Hu

ICML 2025 NExtLong: Toward Effective Long-Context Training Without Long Documents Chaochen Gao, Xing W, Zijia Lin, Debing Zhang, Songlin Hu

ICLR 2025 Quest: Query-Centric Data Synthesis Approach for Long-Context Scaling of Large Language Model Chaochen Gao, Xing Wu, Qi Fu, Songlin Hu

AAAI 2025 Task-Level Distributionally Robust Optimization for Large Language Model-Based Dense Retrieval Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu

ECML-PKDD 2024 Propagation Structure-Semantic Transfer Learning for Robust Fake News Detection Mengyang Chen, Lingwei Wei, Han Cao, Wei Zhou, Zhou Yan, Songlin Hu

AAAI 2024 Structured Probabilistic Coding Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu

AAAI 2023 ConTextual Masked Auto-Encoder for Dense Passage Retrieval Xing Wu, Guangyuan Ma, Meng Lin, Zijia Lin, Zhongyuan Wang, Songlin Hu

IJCAI 2022 Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu

AAAI 2021 An Adaptive Hybrid Framework for Cross-Domain Aspect-Based Sentiment Analysis Yan Zhou, Fuqing Zhu, Pu Song, Jizhong Han, Tao Guo, Songlin Hu

ECML-PKDD 2020 DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction Chunyuan Yuan, Jiacheng Li, Wei Zhou, Yijun Lu, Xiaodan Zhang, Songlin Hu

AAAI 2020 Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Shangwen Lv, Daya Guo, Jingjing Xu, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Songlin Hu

ECML-PKDD 2020 Hierarchical Interaction Networks with Rethinking Mechanism for Document-Level Sentiment Analysis Lingwei Wei, Dou Hu, Wei Zhou, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu

AAAI 2020 Symmetric Metric Learning with Adaptive Margin for Recommendation Mingming Li, Shuai Zhang, Fuqing Zhu, Wanhui Qian, Liangjun Zang, Jizhong Han, Songlin Hu

AAAI 2020 Who Are Controlled by the Same User? Multiple Identities Deception Detection via Social Interaction Activity (Student Abstract) Jiacheng Li, Chunyuan Yuan, Wei Zhou, Jingli Wang, Songlin Hu

AAAI 2019 A Fuzzy Set Based Approach for Rating Bias Mingming Li, Jiao Dai, Fuqing Zhu, Liangjun Zang, Songlin Hu, Jizhong Han

IJCAI 2019 A Span-Based Joint Model for Opinion Target Extraction and Target Sentiment Classification Yan Zhou, Longtao Huang, Tao Guo, Jizhong Han, Songlin Hu

IJCAI 2019 Mask and Infill: Applying Masked Language Model for Sentiment Transfer Xing Wu, Tao Zhang, Liangjun Zang, Jizhong Han, Songlin Hu

AAAI 2019 SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next Shangwen Lv, Wanhui Qian, Longtao Huang, Jizhong Han, Songlin Hu