Publications (5)
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Jiachen T. Wang, Tianji Yang, James Zou +2
Data Shapley provides a principled approach to data valuation and plays a crucial role in data-centric machine learning (ML) research. Data selection is considered a standard appli…
Open-Sora: Democratizing Efficient Video Production for All
Zangwei Zheng, Xiangyu Peng, Tianji Yang +6
Vision and language are the two foundational senses for humans, and they build up our cognitive ability and intelligence. While significant breakthroughs have been made in AI langu…
CommonSense: Efficient Set Intersection (SetX) Protocol Based on Compressed Sensing
Jingfan Meng, Tianji Yang, Jun Xu
In the set reconciliation (\textsf{SetR}) problem, two parties Alice and Bob, holding sets and , communicate to learn the symmetric difference $\mathsf{A}…
GraphChase: A Platform and Benchmark for Urban Network Security Games
Shuxin Zhuang, Shuxin Li, Tianji Yang +4
After the achievement of solving two-player zero-sum games, more AI researchers focus on solving multiplayer games. Urban Network Security Games (\textbf{UNSGs}) represent a class…
METTLE: Efficient Streaming Erasure Code with Peeling Decodability
Qianru Yu, Tianji Yang, Jingfan Meng +1
In this work, we solve a long-standing open problem in coding theory with broad applications in networking and systems: designing an erasure code that simultaneously satisfies thre…