Hantian Zhang

According to our database, Hantian Zhang authored at least 24 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Falcon: Fair Active Learning using Multi-armed Bandits.

Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang

Proc. VLDB Endow., January, 2024

2023

iFlipper: Label Flipping for Individual Fairness.

Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang

Proc. ACM Manag. Data, 2023

Discovering Process-Based Drivers for Case-Level Outcome Explanation.

Peng Li, Hantian Zhang, Xu Chu, Alexander Seeliger, Cong Yu

Proceedings of the Process Mining Workshops, 2023

Multi-platform Distribution of Video Content: An Analysis of Video Content Cross-Posted by YouTubers on Bilibili.

Hantian Zhang, Katrin Scheibe

Proceedings of the HCI International 2023 Posters, 2023

2022

Behind the Scenes: Exploring Context and Audience Engagement Behaviors in YouTube Vlogs.

Hantian Zhang

Proceedings of the Social Computing and Social Media: Design, User Experience and Impact, 2022

LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation.

Jiayu Li, Hantian Zhang, Zhiyu He, Rongwu Xu, Pingfei Wu, Min Zhang, Yiqun Liu, Shaoping Ma

Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022

2021

FairRover: explorative model building for fair and responsible machine learning.

Hantian Zhang, Nima Shahbazi, Xu Chu, Abolfazl Asudeh

Proceedings of the Fifth Workshop on Data Management for End-To-End Machine Learning, 2021

OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning.

Hantian Zhang, Xu Chu, Abolfazl Asudeh, Shamkant B. Navathe

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

ALEX: An Updatable Adaptive Learned Index.

Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet, Tim Kraska

Proceedings of the 2020 International Conference on Management of Data, 2020

Gamification Elements on Social Live Streaming Service Mobile Applications.

Franziska Zimmer, Katrin Scheibe, Hantian Zhang

Proceedings of the Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis, 2020

2019

Exploring engagement in vlogs through content, context and presence.

Hantian Zhang

PhD thesis, 2019

Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning.

Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu

Proc. VLDB Endow., 2019

ALEX: An Updatable Adaptive Learned Index.

Jialin Ding, Umar Farooq Minhas, Hantian Zhang, Yinan Li, Chi Wang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet

CoRR, 2019

Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report).

Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang

CoRR, 2019

2018

MLBench: Benchmarking Machine Learning Services Against Human Experts.

Yu Liu, Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang

Proc. VLDB Endow., 2018

Evoking presence in vlogging: A case study of U. K. beauty blogger Zoe Sugg.

Hantian Zhang

First Monday, 2018

2017

How Good Are Machine Learning Clouds for Binary Classification with Good Features?

Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang

CoRR, 2017

Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit.

Kevin Schawinski, Ce Zhang, Hantian Zhang, Lucas Fowler, Gokula Krishnan Santhanam

CoRR, 2017

ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning.

Hantian Zhang, Jerry Li, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang

Proceedings of the 34th International Conference on Machine Learning, 2017

Scalable inference of decision tree ensembles: Flexible design for CPU-FPGA platforms.

Muhsen Owaida, Hantian Zhang, Ce Zhang, Gustavo Alonso

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

How good are machine learning clouds for binary classification with good features?: extended abstract.

Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models.

Hantian Zhang, Kaan Kara, Jerry Li, Dan Alistarh, Ji Liu, Ce Zhang

CoRR, 2016

2014

Non-smooth Approach for Contact Dynamics and Impulse-based Control of Frictional Furuta Pendulum.

Hantian Zhang

CoRR, 2014

2013

Lyapunov-based Low-thrust Optimal Orbit Transfer: An approach in Cartesian coordinates.

Hantian Zhang, Dong Eui Chang, Qingjie Cao

CoRR, 2013