Jiaxin Bai

1. From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
   2025/05/19 by Tianshi Zheng, Zheng, Tianshi, Zheye Deng +11 · 1 voice · 23 citations
   Computer Science · Decision Sciences · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #cs.CL
2. FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
   2022/11/15 by Changlong Yu, Yu, Changlong, Weiqi Wang +14 · 5 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Web Data Mining and Analysis
3. ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations
   2019/11/02 by Shizhe Diao, Diao, Shizhe, Jiaxin Bai +7 · 8 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
4. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
   2024/01/14 by Weiqi Wang, Tianqing Fang, Wang, Weiqi +20 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
5. Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
   2023/12/25 by Jiaxin Bai, Bai, Jiaxin, Yicheng Wang +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
6. Joint Coreference Resolution and Character Linking for Multiparty Conversation
   2021/01/27 by Jiaxin Bai, Bai, Jiaxin, Hongming Zhang +5 · 2 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
   2025/02/16 by Tianshi Zheng, Zheng, Tianshi, Jiayang Cheng +15 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
8. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
   2025/05/21 by Weiqi Wang, Limeng Cui, Wang, Weiqi +31 · 7 citations
   Computer Science · #Software Engineering Research
9. Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
   2023/05/30 by Jiaxin Bai, Bai, Jiaxin, Xin Liu +7 · 2 citations
   Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
10. MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
    2024/06/15 by Baixuan Xu, Weiqi Wang, Xu, Baixuan +19 · 3 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Digital Marketing and Social Media #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
11. Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
    2022/04/27 by Jiaxin Bai, Bai, Jiaxin, Zihao Wang +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
12. Top Ten Challenges Towards Agentic Neural Graph Databases
    2025/01/24 by Jiaxin Bai, Bai, Jiaxin, Zihao Wang +32 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
13. Knowledge Graph Reasoning over Entities and Numerical Values
    2023/06/02 by Jiaxin Bai, Bai, Jiaxin, Luo Chen +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Semantic Web and Ontologies #Topic Modeling
14. NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
    2025/10/08 by Tianshi Zheng, Zheng, Tianshi, Tam, Kelvin Kiu-Wai +19 · 4 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Semantic Web and Ontologies
15. CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
    2024/07/30 by Tianshi Zheng, Jiaxin Bai, Zheng, Tianshi +11 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
16. KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
    2024/12/12 by Tianshi Zheng, Weihan Li, Zheng, Tianshi +7 · 1 citation
    Computer Science · Psychology · #Computation and Language (cs.CL) #Educational Strategies and Epistemologies #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
17. VisualPatchWorld: Code World Models as Latent Structured Representations for Planning
    2026/07/28 by Jiaxin Bai, Jiaxuan Xiong
    #cs.CL #cs.RO
18. Temporal-Distance JEPA: Plan-Aware Representation Learning for Latent World Model Predictive Control
    2026/07/28 by Jiaxin Bai, Jiaxuan Xiong
    Computer Science · #cs.CL #cs.RO