Hantian Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Machine Learning

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang
Falcon: Fair Active Learning using Multi-armed Bandits. CoRR (2024)
Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang
Falcon: Fair Active Learning using Multi-armed Bandits. Proc. VLDB Endow. 17 (5) (2024)
Liang Ma, Yu Zhang, Hantian Zhang, Luqi Cheng, Zhengyi Yang, Yuheng Lu, Weiyang Shi, Wen Li, Junjie Zhuo, Jiaojian Wang, Lingzhong Fan, Tianzi Jiang
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang
iFlipper: Label Flipping for Individual Fairness. Proc. ACM Manag. Data 1 (1) (2023)
Hantian Zhang, Katrin Scheibe
Multi-platform Distribution of Video Content: An Analysis of Video Content Cross-Posted by YouTubers on Bilibili. HCI (46) (2023)
Peng Li, Hantian Zhang, Xu Chu, Alexander Seeliger, Cong Yu
Discovering Process-Based Drivers for Case-Level Outcome Explanation. ICPM Workshops (2023)
Hantian Zhang, John Lee
Exploring audience engagement in YouTube vlogs through consumer engagement theory: The case of U.K. beauty vlogger Zoe Sugg. First Monday 28 (4) (2023)
Hantian Zhang
Behind the Scenes: Exploring Context and Audience Engagement Behaviors in YouTube Vlogs. HCI (14) (2022)
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang
iFlipper: Label Flipping for Individual Fairness. CoRR (2022)
Jiayu Li, Hantian Zhang, Zhiyu He, Rongwu Xu, Pingfei Wu, Min Zhang, Yiqun Liu, Shaoping Ma
LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation. CHIIR (2022)
Hantian Zhang, Xu Chu, Abolfazl Asudeh, Shamkant B. Navathe
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning. SIGMOD Conference (2021)
Hantian Zhang, Xu Chu, Abolfazl Asudeh, Shamkant B. Navathe
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning. CoRR (2021)
Hantian Zhang, Nima Shahbazi, Xu Chu, Abolfazl Asudeh
FairRover: explorative model building for fair and responsible machine learning. DEEM@SIGMOD (2021)
Franziska Zimmer, Katrin Scheibe, Hantian Zhang
Gamification Elements on Social Live Streaming Service Mobile Applications. HCI (14) (2020)
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
ALEX: An Updatable Adaptive Learned Index. SIGMOD Conference (2020)
Jialin Ding, Umar Farooq Minhas, Hantian Zhang, Yinan Li, Chi Wang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet
ALEX: An Updatable Adaptive Learned Index. CoRR (2019)
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning. Proc. VLDB Endow. 12 (7) (2019)
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report). CoRR (2019)
Hantian Zhang
Evoking presence in vlogging: A case study of U. K. beauty blogger Zoe Sugg. First Monday 23 (1) (2018)
Yu Liu, Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
MLBench: Benchmarking Machine Learning Services Against Human Experts. Proc. VLDB Endow. 11 (10) (2018)
Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
How Good Are Machine Learning Clouds for Binary Classification with Good Features? CoRR (2017)
Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
How good are machine learning clouds for binary classification with good features?: extended abstract. SoCC (2017)
Hantian Zhang, Jerry Li, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning. ICML (2017)
Kevin Schawinski, Ce Zhang, Hantian Zhang, Lucas Fowler, Gokula Krishnan Santhanam
Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit. CoRR (2017)
Muhsen Owaida, Hantian Zhang, Ce Zhang, Gustavo Alonso
Scalable inference of decision tree ensembles: Flexible design for CPU-FPGA platforms. FPL (2017)
Hantian Zhang, Kaan Kara, Jerry Li, Dan Alistarh, Ji Liu, Ce Zhang
ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models. CoRR (2016)
Hantian Zhang
Non-smooth Approach for Contact Dynamics and Impulse-based Control of Frictional Furuta Pendulum. CoRR (2014)
Hantian Zhang, Dong Eui Chang, Qingjie Cao
Lyapunov-based Low-thrust Optimal Orbit Transfer: An approach in Cartesian coordinates. CoRR (2013)