Songlin Hu
- Chain of Attack: a Semantic-Driven Contextual Multi-Turn attacker for LLM
2024/05/09 by Xikang Yang, Xuehai Tang, Yang, Xikang +5 · 25 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
- ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding
2021/09/09 by Xing Wu, Chaochen Gao, Wu, Xing +9 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
- Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection
2021/07/26 by Lingwei Wei, Dou Hu, Wei, Lingwei +7 · 6 citations
Social Sciences · Physics and Astronomy · Computer Science · #Misinformation and Its Impacts #Complex Network Analysis Techniques #Topic Modeling
- Adaptive periodic event-triggered consensus for multi-agent systems subject to input saturation
2015/09/02 by Xiuxia Yin, Dong Yue, Songlin Hu · 4 citations
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Neural Networks Stability and Synchronization #Adaptive Control of Nonlinear Systems
- 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 · 4 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)
- BotSim: LLM-Powered Malicious Social Botnet Simulation
2024/12/18 by Boyu Qiao, Qiao, Boyu, Kun Li +9 · 7 citations
Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Information and Cyber Security
- Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction
2024/09/25 by Jinchuan Zhang, Zhang, Jinchuan, Yan Zhou +7 · 5 citations
Computer Science · Decision Sciences · #Topic Modeling #Software System Performance and Reliability #Data Quality and Management
- 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 · 4 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #AI-based Problem Solving and Planning
- The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models
2024/11/18 by Xikang Yang, Xuehai Tang, Yang, Xikang +5 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Smoothed Contrastive Learning for Unsupervised Sentence Embedding
2021/09/09 by Xing Wu, Wu, Xing, Chaochen Gao +8 · 2 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
- InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings
2022/10/08 by Desheng Wu, Wu, Xing, Chaochen Gao +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
- Fine-Grained Behavior Simulation with Role-Playing Large Language Model on Social Media
2024/12/04 by Kun Li, Li, Kun, Zhou We +4 · 3 citations
Social Sciences · #Computational and Text Analysis Methods
- NExtLong: Toward Effective Long-Context Training without Long Documents
2025/01/22 by Chaochen Gao, Xing Wu, Gao, Chaochen +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- 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 · 3 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
- 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
- LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
2025/09/23 by Lin, Xixun, Ning, Yucheng, Jingwen Zhang +39 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
2024/08/20 by Guangyuan Ma, Ma, Guangyuan, Yongliang Ma +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- 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 · 3 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
- PUNR: Pre-training with User Behavior Modeling for News Recommendation
2023/04/25 by Guangyuan Ma, Ma, Guangyuan, Hongtao Liu +11 · 1 citation
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
- Are Large Language Models Good Fact Checkers: A Preliminary Study
2023/11/29 by Han Cao, Lingwei Wei, Cao, Han +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts
2024/07/13 by Zhenpeng Su, Su, Zhenpeng, Zijia Lin +19 · 1 citation
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
- An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding
2025/03/06 by Dou Hu, Hu, Dou, Lingwei Wei +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Can We Steer the Black-Box? Towards Controllability-Centric Evaluation of Recommender Systems with Collaborative Agents
2026/07/15 by Jiwen Zhou, Xiang Liu, Mingming Li +5
#cs.IR #cs.AI
- CogRec: Structure-Cognitive Fast-and-Slow Reasoning for Generative Recommendation
2026/07/27 by Xiang Liu, Jingsong Su, Shuqi Zhao +7
#cs.IR