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Hu, Songlin

  1. Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM
    2024/05/09 by Xikang Yang, Yang, Xikang, Xuehai Tang +5 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  2. Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection
    2021/07/26 by Lingwei Wei, Wei, Lingwei, Dou Hu +7 · 10 citations
    Social Sciences · Physics and Astronomy · Computer Science · #Misinformation and Its Impacts #Complex Network Analysis Techniques #Topic Modeling
  3. ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding
    2021/09/09 by Xing Wu, Wu, Xing, Chaochen Gao +9 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  4. Jointly embedding the local and global relations of heterogeneous graph for rumor detection
    2019/09/10 by Chunyuan Yuan, Qianwen Ma, Yuan, Chunyuan +7 · 6 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  5. Conditional BERT Contextual Augmentation
    2018/12/17 by Xing Wu, Shangwen Lv, Wu, Xing +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  6. HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus
    2023/09/06 by Su, Zhenpeng, Wu, Xing, Zhou, Wei +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction
    2020/06/09 by Chunyuan Yuan, Jiacheng Li, Yuan, Chunyuan +9 · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
  8. Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
    2019/09/09 by Shangwen Lv, Daya Guo, Lv, Shangwen +17 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction
    2024/09/25 by Jinchuan Zhang, Yan Zhou, Zhang, Jinchuan +7 · 11 citations
    Computer Science · Decision Sciences · #Topic Modeling #Software System Performance and Reliability #Data Quality and Management
  10. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning
    2020/12/08 by Chunyuan Yuan, Qianwen Ma, Yuan, Chunyuan +7 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Topic Modeling
  11. Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation
    2024/05/30 by Dai, Chengwei, Li, Kun, Zhou, Wei +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation
    2024/05/30 by Chengwei Dai, Kun Li, Dai, Chengwei +5 · 6 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #AI-based Problem Solving and Planning
  13. Smoothed Contrastive Learning for Unsupervised Sentence Embedding
    2021/09/09 by Xing Wu, Wu, Xing, Chaochen Gao +8 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  14. BotSim: LLM-Powered Malicious Social Botnet Simulation
    2024/12/18 by Boyu Qiao, Kun Li, Qiao, Boyu +9 · 8 citations
    Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Information and Cyber Security
  15. "Mask and Infill" : Applying Masked Language Model to Sentiment Transfer
    2019/08/21 by Xing Wu, Tao Zhang, Wu, Xing +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  16. The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models
    2024/11/18 by Xikang Yang, Yang, Xikang, Xuehai Tang +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  17. Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations
    2023/06/02 by Dou Hu, Hu, Dou, Yinan Bao +7 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Speech and Audio Processing
  18. CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability
    2023/10/22 by Minxuan Lv, Lv, Minxuan, Chengwei Dai +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  19. Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model
    2024/05/30 by Chaochen Gao, Desheng Wu, Gao, Chaochen +5 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  20. Structured Probabilistic Coding
    2023/12/21 by Dou Hu, Lingwei Wei, Hu, Dou +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
  21. InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings
    2022/10/08 by Desheng Wu, Chaochen Gao, Wu, Xing +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  22. LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
    2025/09/23 by Lin, Xixun, Jingwen Zhang, Ning, Yucheng +39 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  23. CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval
    2023/04/20 by Ma, Guangyuan, Wu, Xing, Wang, Peng +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  24. PUNR: Pre-training with User Behavior Modeling for News Recommendation
    2023/04/25 by Guangyuan Ma, Hongtao Liu, Ma, Guangyuan +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
  25. Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval
    2023/08/16 by Ma, Guangyuan, Wu, Xing, Wang, Peng +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  26. AgentAlign: Navigating Safety Alignment in the Shift from Informative to Agentic Large Language Models
    2025/05/29 by Jinchuan Zhang, Yin Lu, Zhang, Jinchuan +5 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
  27. Fine-Grained Behavior Simulation with Role-Playing Large Language Model on Social Media
    2024/12/04 by Kun Li, Li, Kun, Dai, Chenwei +4 · 3 citations
    Social Sciences · #Computational and Text Analysis Methods
  28. Pre-training Text Representations as Meta Learning
    2020/04/12 by Lv, Shangwen, Wang, Yuechen, Guo, Daya +10 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. NExtLong: Toward Effective Long-Context Training without Long Documents
    2025/01/22 by Chaochen Gao, Gao, Chaochen, Xing Wu +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. Explore the Potential of LLMs in Misinformation Detection: An Empirical Study
    2023/11/21 by Mengyang Chen, Lingwei Wei, Chen, Mengyang +7 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
  31. Are Large Language Models Good Fact Checkers: A Preliminary Study
    2023/11/29 by Han Cao, Cao, Han, Lingwei Wei +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  32. SRLF: A Stance-aware Reinforcement Learning Framework for Content-based Rumor Detection on Social Media
    2021/05/10 by Chunyuan Yuan, Yuan, Chunyuan, Wanhui Qian +7 · 1 citation
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Topic Modeling
  33. DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings
    2021/12/10 by Chaochen Gao, Xing Wu, Gao, Chaochen +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens
    2024/06/19 by Yang, Xikang, Tang, Xuehai, Zhu, Fuqing +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  35. Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification
    2019/11/09 by Ma, Qianwen, Yuan, Chunyuan, Zhou, Wei +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  36. MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts
    2024/07/13 by Zhenpeng Su, Su, Zhenpeng, Zijia Lin +19 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
  37. AdaPPA: Adaptive Position Pre-Fill Jailbreak Attack Approach Targeting LLMs
    2024/09/11 by Lijia Lv, Lv, Lijia, Weigang Zhang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #Digital and Cyber Forensics #FOS: Computer and information sciences #Network Security and Intrusion Detection
  38. Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
    2024/08/20 by Guangyuan Ma, Yongliang Ma, Ma, Guangyuan +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  39. ConTextual Masked Auto-Encoder for Dense Passage Retrieval
    2022/08/16 by Wu, Xing, Ma, Guangyuan, Lin, Meng +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval
    2022/10/13 by Desheng Wu, Chaochen Gao, Wu, Xing +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  41. Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval
    2024/01/20 by Guangyuan Ma, Xing Wu, Ma, Guangyuan +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  42. Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation
    2022/10/17 by Xiaohui Song, Longtao Huang, Song, Xiaohui +5 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  43. LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions
    2025/05/22 by Gao, Chaochen, Wu, Xing, Lin, Zijia +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
    2023/06/07 by Zhenpeng Su, Desheng Wu, Su, Zhenpeng +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  45. CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning
    2024/10/03 by Yu, Huimu, Wu, Xing, Xu, Haotian +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs
    2024/03/22 by Zhang, Xiaobin, Zang, Liangjun, Liu, Qianwen +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Multi-source Knowledge Enhanced Graph Attention Networks for Multimodal Fact Verification
    2024/07/15 by Cao, Han, Wei, Lingwei, Zhou, Wei +1 · 1 citation
    #FOS: Computer and information sciences #Multimedia (cs.MM)
  48. LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
    2025/05/18 by Guowei Ma, Ma, Guangyuan, Yongliang Ma +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
  49. CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
    2024/10/21 by Zhenpeng Su, Su, Zhenpeng, Desheng Wu +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Semantic Web and Ontologies
  50. An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding
    2025/03/06 by Dou Hu, Lingwei Wei, Hu, Dou +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling