Denghui Zhang
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
2023/11/23 by Yangyang Yu, Yu, Yangyang, Haohang Li +15 · 58 citations
Decision Sciences · Economics, Econometrics and Finance · #Stock Market Forecasting Methods #Financial Markets and Investment Strategies
- RM-R1: Reward Modeling as Reasoning
2025/05/05 by Xiusi Chen, Guojian Li, Chen, Xiusi +21 · 73 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
2025/02/03 by Cheng Qian, Han, Peixuan, Qian, Cheng +8 · 17 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-time simulation and control systems
- Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
2020/09/16 by Denghui Zhang, Zhang, Denghui, Junming Liu +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
- Measuring Copyright Risks of Large Language Model via Partial Information Probing
2024/09/20 by Weijie Zhao, Zhao, Weijie, Shao, Huajie +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Topic Modeling
- Graph Soft-Contrastive Learning via Neighborhood Ranking
2022/09/28 by Zhiyuan Ning, Pengfei Wang, Ning, Zhiyuan +13 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Walk with Dual Agents for Knowledge Graph Reasoning
2021/12/23 by Denghui Zhang, Zixuan Yuan, Zhang, Denghui +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective
2025/02/12 by Wangyang Ying, Ying, Wangyang, Cong Wei +17 · 11 citations
Computer Science · #Data Stream Mining Techniques
- Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
2024/06/24 by Yicheng Zhou, Zhou, Yicheng, Pengfei Wang +11 · 2 citations
Computer Science · Engineering · #Neural Networks and Applications #Traffic Prediction and Management Techniques