Wang, Jianing

1. ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
   2025/05/26 by Sun, Qiushi, Liu, Zhoumianze, Ma, Chang +18 · 1 voice · 10 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
2. Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
   2023/06/10 by Jianing Wang, Wang, Jianing, Qiushi Sun +5 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
3. CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation
   2024/03/11 by Junda Wu, Cheng-Chun Chang, Wu, Junda +11 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
4. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
   2024/02/13 by Jianing Wang, Junda Wu, Wang, Jianing +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Towards Unified Prompt Tuning for Few-shot Text Classification
   2022/05/11 by Jianing Wang, Chengyu Wang, Wang, Jianing +15 · 3 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
6. PINNsAgent: Automated PDE Surrogation with Large Language Models
   2025/01/21 by Qingpo Wuwu, Chonghan Gao, Wuwu, Qingpo +15 · 7 citations
   Computer Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling #and Science (cs.CE)
7. COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training
   2023/04/27 by Han Liu, Liu, Han, Zhoubing Xu +13 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
8. Primordial Black Hole Formation from Power Spectrum with Finite-width
   2024/12/31 by Pi, Shi, Sasaki, Misao, Takhistov, Volodymyr +1 · 7 citations
   #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
9. TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills
   2023/05/23 by Qiushi Sun, Nuo Chen, Sun, Qiushi +7 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
10. HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
    2024/11/26 by Fan Yang, Yang, Fan, Ru Zhen +13 · 5 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
11. Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation
    2023/10/12 by Liang, Yuanyuan, Wang, Jianing, Zhu, Hanlun +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
    2024/09/19 by Jin Jiang, Jiang, Jin, Yuchen Yan +14 · 3 citations
    Computer Science · #Formal Methods in Verification #Logic, programming, and type systems
13. Revisiting the Ultraviolet Tail of the Primordial Gravitational Wave
    2024/07/08 by Shi Pi, Pi, Shi, Misao Sasaki +5 · 2 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Solar and Space Plasma Dynamics
14. KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering
    2022/05/06 by Wang, Jianing, Wang, Chengyu, Qiu, Minghui +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition
    2022/10/17 by Wang, Jianing, Han, Chengcheng, Wang, Chengyu +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
16. When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario
    2023/05/17 by Han, Chengcheng, Cui, Liqing, Zhu, Renyu +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
17. LangYa: Revolutionizing Cross-Spatiotemporal Ocean Forecasting
    2024/12/24 by Nan Yang, Yang, Nan, Chong Wang +12 · 2 citations
    Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Oceanographic and Atmospheric Processes #Reservoir Engineering and Simulation Methods
18. Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
    2023/09/26 by Wang, Jianing, Wang, Chengyu, Tan, Chuanqi +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
19. Self-Evolutionary Large Language Models through Uncertainty-Enhanced Preference Optimization
    2024/09/17 by Jianing Wang, Yang Zhou, Wang, Jianing +6 · 1 citation
    Computer Science · #Topic Modeling
20. Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization
    2023/01/05 by Shi, Chengchun, Qi, Zhengling, Wang, Jianing +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
21. Do Large Language Models Excel in Complex Logical Reasoning with Formal Language?
    2025/05/22 by Jiang, Jin, Wang, Jianing, Yan, Yuchen +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
22. Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making
    2023/11/05 by Li, Ting, Shi, Chengchun, Wang, Jianing +2 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)