Jinbin Huang

32 papers A* 2B 4Journal 22Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
BClean+: A Bayesian Data Cleaning System With Automated Prior Generation.
IEEE Trans. Knowl. Data Eng.
Ziyan Han, Jing Zhu, Jinbin Huang, Sifan Huang, Yaoshu Wang, Rui Mao, Jianbin Qin
2026 J jnl
Efficient Query Rewrite Rule Discovery via Standardized Enumeration and Learning-to-Rank(extend).
CoRR
Yuan Zhang, Yuxing Chen, Yuekun Yu, Jinbin Huang, Rui Mao, Anqun Pan, Lixiong Zheng, Jianbin Qin
2026 J jnl
Reward Hacking as Equilibrium under Finite Evaluation.
CoRR
Jiacheng Wang, Jinbin Huang
2025 A* conf
Efficient Core Propagation Based Hierarchical Graph Clustering.
ICDE
Jinbin Huang, Zihan Jia, Xin Huang
2025 J jnl
GPU-Accelerated Structural Diversity Search in Graphs.
IEEE Trans. Knowl. Data Eng.
Jinbin Huang, Xin Huang, Jianliang Xu, Byron Choi, Yun Peng
2025 J jnl
LLaPipe: LLM-Guided Reinforcement Learning for Automated Data Preparation Pipeline Construction.
CoRR
Jing Chang, Chang Liu, Jinbin Huang, Rui Mao, Jianbin Qin
2025 J jnl
PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models.
IEEE Trans. Vis. Comput. Graph.
Aditi Mishra, Bretho Danzy, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
2025 J jnl
ShapleyPipe: Hierarchical Shapley Search for Data Preparation Pipeline Construction.
CoRR
Jing Chang, Chang Liu, Jinbin Huang, Shuyuan Zheng, Rui Mao, Jianbin Qin
2025 J jnl
SoftPipe: A Soft-Guided Reinforcement Learning Framework for Automated Data Preparation.
CoRR
Jing Chang, Chang Liu, Jinbin Huang, Shuyuan Zheng, Rui Mao, Jianbin Qin
2024 J jnl
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale.
CoRR
Jinbin Huang, Chen Chen, Aditi Mishra, Bum Chul Kwon, Zhicheng Liu, Chris Bryan
2024 J jnl
Frequency-domain enhanced bi-directional recurrent quantum network for stock price trend prediction.
Multim. Tools Appl.
Jichu Ou, Wanyi Li, Jinbin Huang
2024 J jnl
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation.
CoRR
Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan
2024 J jnl
Optimizing resource allocation in UAV-assisted ultra-dense networks for enhanced performance and security.
Inf. Sci.
Pei-Gen Ye, Jun Zheng, Xiaojun Ren, Jinbin Huang, Zhenxin Zhang, Yan Pang, Guang Kou
2023 J jnl
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective.
IEEE Trans. Vis. Comput. Graph.
Jinbin Huang, Aditi Mishra, Bum Chul Kwon, Chris Bryan
2023 B conf
Measuring and Comparing Collaborative Visualization Behaviors in Desktop and Augmented Reality Environments.
VRST
Michael Kintscher, Jinbin Huang, Anjana Arunkumar, Ashish Amresh, Chris Bryan
2023 J jnl
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models.
CoRR
Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
2022 J jnl
ConceptExplainer: Understanding the Mental Model of Deep Learning Algorithms via Interactive Concept-based Explanations.
CoRR
Jinbin Huang, Aditi Mishra, Bum-Chul Kwon, Chris Bryan
2022 — conf
SPARVIS: Combining Smartphone and Augmented Reality for Visual Data Analytics.
ISMAR Adjunct
Jinbin Huang, Shuang Liang, Qi Xiong, Yu Gao, Chao Mei, Yi Xu, Chris Bryan
2022 J jnl
Truss-Based Structural Diversity Search in Large Graphs.
IEEE Trans. Knowl. Data Eng.
Jinbin Huang, Xin Huang, Jianliang Xu
2022 B conf
Why? Why not? When? Visual Explanations of Agent Behaviour in Reinforcement Learning.
PacificVis
Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan
2021 — conf
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing.
DASFAA (Workshops)
Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
2021 J jnl
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing.
CoRR
Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
2021 — conf
P
SIGMOD Conference
Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, Xiaowen Chu
2021 J jnl
Parallel algorithms for parameter-free structural diversity search on graphs.
World Wide Web
Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
2021 — conf
Phoenix Virtual Heart: A Hybrid VR-Desktop Visualization System for Cardiac Surgery Planning and Education.
VAHC
Jinbin Huang, Jonathan Plasencia, Dianna M. E. Bardo, Nicholas C. Huber, Erik G. Ellsworth, Steven D. Zangwill, Chris Bryan
2021 A* conf
Truss-based Structural Diversity Search in Large Graphs (Extended Abstract).
ICDE
Jinbin Huang, Xin Huang, Jianliang Xu
2021 J jnl
Why? Why not? When? Visual Explanations of Agent Behavior in Reinforcement Learning.
CoRR
Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan
2020 J jnl
HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration.
Proc. VLDB Endow.
Xuliang Zhu, Xin Huang, Jinbin Huang, Byron Choi, Jianliang Xu
2020 J jnl
Truss-based Structural Diversity Search in Large Graphs.
CoRR
Jinbin Huang, Xin Huang, Jianliang Xu
2019 B conf
Parameter-Free Structural Diversity Search.
WISE
Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
2019 J jnl
Parameter-free Structural Diversity Search.
CoRR
Jinbin Huang, Xin Huang, Yuanyuan Zhu, Jianliang Xu
2017 B conf
Top-k Taxi Recommendation in Realtime Social-Aware Ridesharing Services.
SSTD
Xiaoyi Fu, Jinbin Huang, Hua Lu, Jianliang Xu, Yafei Li