Hongru Wang
- Knowledge Conflicts for LLMs: A Survey
2024/03/13 by Rongwu Xu, Zehan Qi, Xu, Rongwu +10 · 44 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Library Science and Information Systems #Machine Learning (cs.LG)
- The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
2025/09/02 by Guibin Zhang, Zhang, Guibin, Geng, Hejia +42 · 1 voice · 49 citations
Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
- Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
2025/05/26 by J. F. Qiu, Qi Xuan, Qiu, Jiahao +33 · 49 citations
Computer Science · #Evolutionary Algorithms and Applications
- A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
2025/07/28 by Huan-ang Gao, Jiayi Geng, Gao, Huan-ang +51 · 2 voices · 55 citations
#cs.AI
- Self-Guard: Empower the LLM to Safeguard Itself
2023/10/24 by Zezhong Wang, Fangkai Yang, Wang, Zezhong +13 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
2024/10/21 by Yu Zhao, Zhao, Yu, Alessio Devoto +15 · 13 citations
Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies
- SMART: Self-Aware Agent for Tool Overuse Mitigation
2025/02/17 by Cheng Qian, Emre Can Acikgoz, Qian, Cheng +12 · 16 citations
Computer Science · #Security and Verification in Computing
- AutoPSV: Automated Process-Supervised Verifier
2024/05/27 by Jianqiao Lu, Zhiyang Dou, Lu, Jianqiao +11 · 9 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs
2023/05/19 by Hongru Wang, Rui Wang, Wang, Hongru +11 · 6 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing #Topic Modeling
- Ancient hybridization underlies tuberization and radiation of the potato lineage
2025/07/31 by Zhiyang Zhang, Pingxian Zhang, Yiyuan Ding +24 · 1 voice · 13 citations
Agricultural and Biological Sciences · #Potato Plant Research #Plant Pathogens and Resistance #Plant Disease Resistance and Genetics
- UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
2024/01/24 by Hongru Wang, Wenyu Huang, Wang, Hongru +15 · 5 citations
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
- A Survey of the Evolution of Language Model-Based Dialogue Systems
2023/11/28 by Hongru Wang, Lingzhi Wang, Wang, Hongru +11 · 3 citations
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
- Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions
2024/02/21 by Hongru Wang, Wang, Hongru, Boyang Xue +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems #Topic Modeling
- Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models
2025/03/31 by Rui Wang, Wang, Rui, Hongru Wang +17 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
- Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges
2024/05/17 by Xiaoming Shi, Shi, Xiaoming, Zeming Liu +15 · 3 citations
Health Professions · Psychology · #Patient-Provider Communication in Healthcare #Counseling, Therapy, and Family Dynamics
- SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters
2024/07/02 by Yan Yang, Yang, Yan, Zeguan Xiao +12 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Information and Cyber Security
- Analysing the Residual Stream of Language Models Under Knowledge Conflicts
2024/10/21 by Yu Zhao, Xiaotang Du, Zhao, Yu +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary
2025/06/01 by Hongru Wang, Wang, Hongru, Qian, Cheng +12 · 7 citations
Computer Science · #Multi-Agent Systems and Negotiation
- UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
2024/12/16 by Boyang Xue, Fei Mi, Xue, Boyang +15 · 2 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment
2023/10/12 by Boyang Xue, Weichao Wang, Xue, Boyang +16 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges
2025/05/19 by Hongru Wang, Wang, Hongru, Wenyu Huang +17 · 3 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- On Path to Multimodal Historical Reasoning: HistBench and HistAgent
2025/05/26 by J. F. Qiu, Fulian Xiao, Qiu, Jiahao +187 · 3 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs
2025/09/09 by Hongru Wang, Xia, Hongfei, Zeming Liu +8 · 2 citations
Social Sciences · Medicine · Computer Science · #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education #Adversarial Robustness in Machine Learning
- MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
2024/10/16 by Boyang Xue, Xue, Boyang, Hongru Wang +13 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
- ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models
2025/07/03 by Boyang Xue, Qi Zhu, Xue, Boyang +17 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling