Zhenhan Huang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Portfolio Management

Reinforcement Learning

Neural Architecture

Top Venues

UIST (Adjunct Volume)

Publications

Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Chunheng Jiang, Jianxi Gao
Graph is all you need? Lightweight data-agnostic neural architecture search without training. CoRR (2024)
Aamod Khatiwada, Harsha Kokel, Ibrahim Abdelaziz, Subhajit Chaudhury, Julian Dolby, Oktie Hassanzadeh, Zhenhan Huang, Tejaswini Pedapati, Horst Samulowitz, Kavitha Srinivas
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes. CoRR (2024)
Yijie Guo, Zhenhan Huang, Ruhan Wang, Zhihao Yao, Tianyu Yu, Zhiling Xu, Xinyu Zhao, Xueqing Li, Haipeng Mi
AI-Gadget Kit: Integrating Swarm User Interfaces with LLM-driven Agents for Rich Tabletop Game Applications. CoRR (2024)
Yijie Guo, Hanyang Hu, Zhuoran Zhai, Yao Lu, Xuezhu Wang, Yuan-Ling Feng, Zhihao Yao, Zhenhan Huang, Yuan Yao, Haipeng Mi
Designing Future In-Vehicle Assistants: Insights from User Imaginations and Experiences. CCHI (2023)
Zhenhan Huang, Fumihide Tanaka
A Scalable Reinforcement Learning-based System Using On-Chain Data for Cryptocurrency Portfolio Management. CoRR (2023)
Yijie Guo, Zhenhan Huang, Ruhan Wang, Chih-Heng Li, Ruoyu Wu, Qirui Sun, Zhihao Yao, Haipeng Mi, Yu Peng
Sparkybot: An Embodied AI Agent-Powered Robot with Customizable Characters andInteraction Behavior for Children. UIST (Adjunct Volume) (2023)
Zhenhan Huang, Fumihide Tanaka
Investment Biases in Reinforcement Learning-based Financial Portfolio Management. SICE (2022)
Zhenhan Huang, Chunheng Jiang, Pin-Yu Chen, Jianxi Gao
Network Graph Based Neural Architecture Search. CoRR (2021)
Zhenhan Huang, Fumihide Tanaka
A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management. CoRR (2021)