Jingtong Su

According to our database, Jingtong Su authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers.

Jingtong Su, Julia Kempe, Karen Ullrich

CoRR, June, 2025

Enhancing and Evaluating Probabilistic Circuits for High-Resolution Lossless Image Compression.

Daniel Severo, Jingtong Su, Anji Liu, Jeff Johnson, Brian Karrer, Guy Van den Broeck, Matthew J. Muckley, Karen Ullrich

Proceedings of the Data Compression Conference, 2025

2024

On the Robustness of Neural Collapse and the Neural Collapse of Robustness.

Jingtong Su, Ya Shi Zhang, Nikolaos Tsilivis, Julia Kempe

Trans. Mach. Learn. Res., 2024

Mission Impossible: A Statistical Perspective on Jailbreaking LLMs.

Jingtong Su, Julia Kempe, Karen Ullrich

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Wavelets Beat Monkeys at Adversarial Robustness.

Jingtong Su, Julia Kempe

CoRR, 2023

On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization.

Shiji Xin, Yifei Wang, Jingtong Su, Yisen Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Can we achieve robustness from data alone?

Nikolaos Tsilivis, Jingtong Su, Julia Kempe

CoRR, 2022

2020

Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot.

Jingtong Su, Yihang Chen, Tianle Cai, Tianhao Wu, Ruiqi Gao, Liwei Wang, Jason D. Lee

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020