Jinbin Huang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Visual Analytics

Learning Algorithm

Reinforcement Learning

Search Result Diversification

Top Venues

DASFAA (Workshops)

Proc. VLDB Endow.

Publications

Jinbin Huang, Chen Chen, Aditi Mishra, Bum Chul Kwon, Zhicheng Liu, Chris Bryan
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale. CoRR (2024)
Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation. CoRR (2024)
Jichu Ou, Wanyi Li, Jinbin Huang
Frequency-domain enhanced bi-directional recurrent quantum network for stock price trend prediction. Multim. Tools Appl. 83 (18) (2024)
Pei-Gen Ye, Jun Zheng, Xiaojun Ren, Jinbin Huang, Zhenxin Zhang, Yan Pang, Guang Kou
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security. Inf. Sci. 679 (2024)
Jinbin Huang, Aditi Mishra, Bum Chul Kwon, Chris Bryan
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan
InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates. CoRR (2023)
Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models. CoRR (2023)
Michael Kintscher, Jinbin Huang, Anjana Arunkumar, Ashish Amresh, Chris Bryan
Measuring and Comparing Collaborative Visualization Behaviors in Desktop and Augmented Reality Environments. VRST (2023)
Jinbin Huang, Aditi Mishra, Bum-Chul Kwon, Chris Bryan
ConceptExplainer: Understanding the Mental Model of Deep Learning Algorithms via Interactive Concept-based Explanations. CoRR (2022)
Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan
Why? Why not? When? Visual Explanations of Agent Behaviour in Reinforcement Learning. PacificVis (2022)
Jinbin Huang, Shuang Liang, Qi Xiong, Yu Gao, Chao Mei, Yi Xu, Chris Bryan
SPARVIS: Combining Smartphone and Augmented Reality for Visual Data Analytics. ISMAR Adjunct (2022)
Jinbin Huang, Xin Huang, Jianliang Xu
Truss-Based Structural Diversity Search in Large Graphs. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) (2021)
Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
Parallel algorithms for parameter-free structural diversity search on graphs. World Wide Web 24 (1) (2021)
Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan
Why? Why not? When? Visual Explanations of Agent Behavior in Reinforcement Learning. CoRR (2021)
Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, Xiaowen Chu
B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics. SIGMOD Conference (2021)
Jinbin Huang, Jonathan Plasencia, Dianna M. E. Bardo, Nicholas C. Huber, Erik G. Ellsworth, Steven D. Zangwill, Chris Bryan
Phoenix Virtual Heart: A Hybrid VR-Desktop Visualization System for Cardiac Surgery Planning and Education. VAHC (2021)
Jinbin Huang, Xin Huang, Jianliang Xu
Truss-based Structural Diversity Search in Large Graphs (Extended Abstract). ICDE (2021)
Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR (2021)
Xuliang Zhu, Xin Huang, Jinbin Huang, Byron Choi, Jianliang Xu
HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration. Proc. VLDB Endow. 13 (12) (2020)
Jinbin Huang, Xin Huang, Jianliang Xu
Truss-based Structural Diversity Search in Large Graphs. CoRR (2020)
Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
Parameter-Free Structural Diversity Search. WISE (2019)
Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
Parameter-free Structural Diversity Search. CoRR (2019)
Xiaoyi Fu, Jinbin Huang, Hua Lu, Jianliang Xu, Yafei Li
Top-k Taxi Recommendation in Realtime Social-Aware Ridesharing Services. SSTD (2017)