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Zhonghua Zheng

3 accepted papers

2025

Learning Urban Climate Dynamics via Physics-Guided Urban Surface–Atmosphere Interactions

NeurIPS 2025poster

Urban warming differs markedly from regional background trends, highlighting the unique behavior of urban climates and the challenges they present. Accurately predicting local urban climate necessitates modeling the interactions between urban surfaces and atmospheric forcing. Although off-the-shelf…

Cited by 0SourceScholar
2024

Self-chats from Large Language Models Make Small Emotional Support Chatbot Better

ACL 2024long

Large Language Models (LLMs) have shown strong generalization abilities to excel in various tasks, including emotion support conversations. However, deploying such LLMs like GPT-3 (175B parameters) is resource-intensive and challenging at scale. In this study, we utilize LLMs as “Counseling Teacher”…

2024

Thoughts to Target: Enhance Planning for Target-driven Conversation

EMNLP 2024main

In conversational AI, large-scale models excel in various tasks but struggle with target-driven conversation planning. Current methods, such as chain-of-thought reasoning and tree-search policy learning techniques, either neglect plan rationality or require extensive human simulation procedures. Add…