Jiayi Lian

According to our database, Jiayi Lian authored at least 13 papers between 2020 and 2025.

Collaborative distances:

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

2025

Bridging the Data Gap in AI Reliability Research and Establishing DR-AIR, a Comprehensive Data Repository for AI Reliability.

Simin Zheng, Jared M. Clark, Fatemeh Salboukh, Priscila Silva, Karen da Mata, Fenglian Pan, Jie Min, Jiayi Lian, Caleb B. King, Lance Fiondella, Jian Liu, Xinwei Deng, Yili Hong

CoRR, February, 2025

A Note on Deterministic FPTAS for Partition.

Lin Chen, Jiayi Lian, Yuchen Mao, Guochuan Zhang

CoRR, January, 2025

Weakly Approximating Knapsack in Subquadratic Time.

Lin Chen, Jiayi Lian, Yuchen Mao, Guochuan Zhang

Proceedings of the 52nd International Colloquium on Automata, Languages, and Programming, 2025

2024

Approximating Partition in Near-Linear Time.

Lin Chen, Jiayi Lian, Yuchen Mao, Guochuan Zhang

Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 2024

A Nearly Quadratic-Time FPTAS for Knapsack.

Lin Chen, Jiayi Lian, Yuchen Mao, Guochuan Zhang

Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 2024

Faster Algorithms for Bounded Knapsack and Bounded Subset Sum Via Fine-Grained Proximity Results.

Lin Chen, Jiayi Lian, Yuchen Mao, Guochuan Zhang

Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

An Improved Pseudopolynomial Time Algorithm for Subset Sum.

Lin Chen, Jiayi Lian, Yuchen Mao, Guochuan Zhang

Proceedings of the 65th IEEE Annual Symposium on Foundations of Computer Science, 2024

An Equally-Split Bin Packing Problem.

Ding Zou, Jiayi Lian, Wei Lu, Yichao Duan, Xingyu Lu, Jun Zhou, Yuchen Mao, Guochuan Zhang

Proceedings of the Combinatorial Optimization and Applications, 2024

Data Composition for Continual Learning in Application of Cyberattack Detection.

Jiayi Lian, Xueying Liu, Kevin Choi, Balaji Veeramani, Sathvik Murli, Alison Hu, Laura J. Freeman, Edward Bowen, Xinwei Deng

Proceedings of the Social Networks Analysis and Mining - 16th International Conference, 2024

2023

Contributions to the Interface between Experimental Design and Machine Learning.

Jiayi Lian

PhD thesis, 2023

2021

Statistical Perspectives on Reliability of Artificial Intelligence Systems.

Yili Hong, Jiayi Lian, Li Xu, Jie Min, Yueyao Wang, Laura J. Freeman, Xinwei Deng

CoRR, 2021

2020

Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments.

Jiayi Lian, Laura J. Freeman, Yili Hong, Xinwei Deng

CoRR, 2020

Research on Design of Shared Bicycle Service System Based on Kansei Engineering.

Zhengyu Wang, Meiyu Zhou, Zhengyu Shi, Jiayi Lian

Proceedings of the HCI International 2020 - Posters - 22nd International Conference, 2020