Cheng Qian

1. Tool Learning with Foundation Models
   2023/04/17 by Yujia Qin, Shengding Hu, Qin, Yujia +79 · 53 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
2. Learning Barrier Functions with Memory for Robust Safe Navigation
   2020/11/03 by Kehan Long, Cheng Qian, Long, Kehan +5 · 11 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)
3. Soil acidification as an additional driver to organic carbon accumulation in major Chinese croplands
   2020/02/07 by Xinmu Zhang, Jingheng Guo, Rolf D. Vogt +6 · 14 citations
   Agricultural and Biological Sciences · Engineering · Environmental Science · #Soil Carbon and Nitrogen Dynamics #Soil and Unsaturated Flow #Soil and Water Nutrient Dynamics
4. 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, Gao, Huan-ang, Jiayi Geng +51 · 2 voices · 56 citations
   #cs.AI
5. Code as Agent Harness
   2026/05/18 by Xuying Ning, Katherine Tieu, Dongqi Fu +39 · 4 voices · 1 citation
   #cs.CL #cs.AI
6. Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
   2024/02/14 by Cheng Qian, Bingxiang He, Qian, Cheng +18 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. Aligning LLMs with Individual Preferences via Interaction
   2024/10/04 by Shujin Wu, Wu, Shujin, May Fung +9 · 17 citations
   Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Semantic Web and Ontologies
8. SMART: Self-Aware Agent for Tool Overuse Mitigation
   2025/02/17 by Cheng Qian, Qian, Cheng, Emre Can Acikgoz +12 · 18 citations
   Computer Science · #Security and Verification in Computing
9. Agentic Reasoning for Large Language Models
   2026/01/18 by Tianxin Wei, Ting-Wei Li, Zhining Liu +26 · 8 voices
   Computer Science · #cs.AI #cs.CL
10. Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model
    2023/10/08 by Cheng Qian, Chenyan Xiong, Qian, Cheng +5 · 6 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
11. Hypoxia-Responsive CAR-T Cells Exhibit Reduced Exhaustion and Enhanced Efficacy in Solid Tumors
    2023/10/24 by Xiuxiu Zhu, Jun Chen, Wuling Li +8 · 27 citations
    Medicine · Immunology and Microbiology · #CAR-T cell therapy research #Immune Cell Function and Interaction #Monoclonal and Polyclonal Antibodies Research
12. Exploring Mode Connectivity for Pre-trained Language Models
    2022/10/25 by Yujia Qin, Qin, Yujia, Cheng Qian +15 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
13. SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
    2025/02/03 by Han, Peixuan, Cheng Qian, Qian, Cheng +8 · 11 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-time simulation and control systems
14. HSF: Defending against Jailbreak Attacks with Hidden State Filtering
    2024/08/31 by Cheng Qian, Qian, Cheng, Hainan Zhang +4 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #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 #Machine Learning (cs.LG)
15. Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
    2024/10/18 by Runchu Tian, Tian, Runchu, Yanghao Li +22 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
16. Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution
    2024/01/25 by Cheng Qian, Qian, Cheng, Shihao Liang +15 · 3 citations
    Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
17. Autonomous Path Planning for Intercostal Robotic Ultrasound Imaging Using Reinforcement Learning
    2024/04/15 by Yuan Bi, Cheng Qian, Bi, Yuan +7 · 3 citations
    Engineering · Medicine · #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Soft Robotics and Applications #Surgical Simulation and Training
18. High-Resolution Angle Tracking for Mobile Wideband Millimeter-Wave Systems with Antenna Array Calibration
    2018/02/12 by Dalin Zhu, Junil Choi, Zhu, Dalin +7 · 2 citations
    Engineering · #Millimeter-Wave Propagation and Modeling #Microwave Engineering and Waveguides #Advanced MIMO Systems Optimization
19. Physical-Layer Security for Frequency Diverse Array Based Directional Modulation in Fluctuating Two-Ray Fading Channels
    2019/09/29 by Cheng Qian, Cheng, Qian, Shilian Wang +9 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Electrical engineering #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
20. RIG-I aggravates interstitial fibrosis via c-Myc-mediated fibroblast activation in UUO mice
    2020/02/08 by Zhuanli Zhou, Jiayun Ni, Jia-yun Ni +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Hepatitis Viruses Studies and Epidemiology #Inflammasome and immune disorders #interferon and immune responses
21. Iterative Experience Refinement of Software-Developing Agents
    2024/05/07 by Cheng Qian, Qian, Chen, Jiahao Li +19 · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Software Engineering (cs.SE)
22. xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
    2025/10/09 by Cheng Qian, Qian, Cheng, Zuxin Liu +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
23. AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset
    2025/04/04 by Bingxiang He, Wenbin Zhang, He, Bingxiang +24 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
24. UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
    2025/09/24 by Cheng Qian, Zuxin Liu, Qian, Cheng +23 · 4 citations
    Engineering · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Social Robot Interaction and HRI
25. Nicking enzyme-assisted amplification (NEAA) technology and its applications: A review
    2018/10/26 by Cheng Qian, Rui Wang, Hui Wu +2 · 16 citations
    Engineering · Biochemistry, Genetics and Molecular Biology · #Biosensors and Analytical Detection #Advanced biosensing and bioanalysis techniques #Identification and Quantification in Food
26. Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development
    2025/05/28 by Rennai Qiu, Cheng Qian, Qiu, Rennai +21 · 2 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Software Engineering Techniques and Practices #Topic Modeling
27. From Word to World: Can Large Language Models be Implicit Text-based World Models?
    2025/12/21 by Yixia Li, Hongru Wang, Li, Yixia +18 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
28. STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence
    2020/07/23 by Junyi Gao, Rakshith Sharma, Gao, Junyi +13 · 2 citations
    Medicine · Mathematics · #Data-Driven Disease Surveillance #COVID-19 epidemiological studies #COVID-19 diagnosis using AI
29. Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning
    2026/07/24 by Shujin Wu, Cheng Qian, Xiusi Chen +1
    #cs.LG #cs.AI #cs.CL