Zhu, Fengbin

1. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
   2021/05/17 by Fengbin Zhu, Zhu, Fengbin, Wenqiang Lei +13 · 57 citations
   Computer Science · Decision Sciences · #Topic Modeling #Stock Market Forecasting Methods #Advanced Text Analysis Techniques
2. Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
   2021/01/04 by Fengbin Zhu, Wenqiang Lei, Zhu, Fengbin +9 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Large Language Models Empowered Personalized Web Agents
   2024/10/22 by Yongqi Li, Cai, Hongru, Wenjie Wang +10 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
4. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
   2024/03/15 by Li, Moxin, Wang, Wenjie, Feng, Fuli +3 · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation
   2025/02/04 by Yi Fang, Fang, Yi, Wenjie Wang +11 · 10 citations
   Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.IR
6. MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding
   2024/10/25 by Zhu, Fengbin, Liu, Ziyang, Ng, Xiang Yao +6 · 6 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. VideoQA in the Era of LLMs: An Empirical Study
   2024/08/08 by Nanxin Huang, Xiao, Junbin, Huang, Nanxin +18 · 4 citations
   Computer Science · #Digital Rights Management and Security
8. CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
   2024/06/17 by Boyi Deng, Wenjie Wang, Deng, Boyi +7 · 3 citations
   Computer Science · Social Sciences · #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning #Misinformation and Its Impacts
9. TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data
   2024/01/24 by Zhu, Fengbin, Liu, Ziyang, Feng, Fuli +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation
    2024/12/23 by Wang, Chengbing, Zhang, Yang, Zhu, Fengbin +3 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
11. Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs
    2023/05/03 by Zhu, Fengbin, Wang, Chao, Feng, Fuli +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
    2025/04/24 by Xu, Yiyan, Zheng, Wuqiang, Wang, Wenjie +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
13. Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection
    2025/02/10 by Yan Weng, Weng, Yan, Fengbin Zhu +8 · 1 citation
    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #AI-based Problem Solving and Planning
14. Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents
    2024/12/08 by Zhifan Wu, Wu, Zhiguang, Zhu, Fengbin +5 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Distributed and Parallel Computing Systems #Semantic Web and Ontologies
15. Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
    2025/03/07 by Fengbin Zhu, J.-Y. Li, Zhu, Fengbin +13 · 1 citation
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Multimedia (cs.MM) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
16. TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
    2025/12/08 by Xiong, Xiqiao, Li, Ouxiang, Liu, Zhuo +6 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Hate Speech and Cyberbullying Detection