Kexin Rong

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Multi Armed Bandits

Active Learning

Generative Model

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang
Falcon: Fair Active Learning using Multi-armed Bandits. CoRR (2024)
Jean-Daniel Fekete, Kexin Rong, Behrooz Omidvar-Tehrani, Roee Shraga
Eighth Workshop on Human-In-the-Loop Data Analytics (HILDA). SIGMOD Conference Companion (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)
Renzhi Wu, Pramod Chunduri, Dristi J. Shah, Ashmitha Julius Aravind, Ali Payani, Xu Chu, Joy Arulraj, Kexin Rong
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches. CoRR (2024)
Kexin Rong, Paul Liu, Sarah Ashok Sonje, Moses Charikar
Dynamic Data Layout Optimization with Worst-Case Guarantees. ICDE (2024)
Kexin Rong, Paul Liu, Sarah Ashok Sonje, Moses Charikar
Dynamic Data Layout Optimization with Worst-case Guarantees. CoRR (2024)
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR (2024)
Kexin Rong, Mihai Budiu, Athinagoras Skiadopoulos, Lalith Suresh, Amy Tai
Scaling a Declarative Cluster Manager Architecture with Query Optimization Techniques. Proc. VLDB Endow. 16 (10) (2023)
Peng Li, Zhiyi Chen, Xu Chu, Kexin Rong
DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data. Proc. ACM Manag. Data 1 (2) (2023)
Peng Li, Zhiyi Chen, Xu Chu, Kexin Rong
DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data. CoRR (2023)
Renzhi Wu, Jingfan Meng, Jie Jeff Xu, Huayi Wang, Kexin Rong
Rethinking Similarity Search: Embracing Smarter Mechanisms over Smarter Data. CoRR (2023)
Gaurav Tarlok Kakkar, Aryan Rajoria, Myna Prasanna Kalluraya, Ashmita Raju, Jiashen Cao, Kexin Rong, Joy Arulraj
Interactive Demonstration of EVA. Proc. VLDB Endow. 16 (12) (2023)