Chen, Jianda

1. Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities
   2022/12/26 by Chen, Jianda, Pan, Sinno Jialin · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk
   2025/02/21 by Jiaao Chen, Chen, Zichen, Chen, Jiaao +3 · 2 citations
   Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Insolvency and Governance #European and International Contract Law #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN)
3. MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming
   2025/05/29 by Zheng, Chengqi, Chen, Jianda, Yueming Lyu +11 · 2 citations
   Computer Science · Materials Science · Decision Sciences · #Multimodal Machine Learning Applications #Machine Learning in Materials Science #Scientific Computing and Data Management
4. XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs
   2023/11/15 by Zichen Chen, Chen, Zichen, Jianda Chen +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration
   2025/03/07 by Zheng, Chengqi, Yin, Haiyan, Chen, Jianda +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)