Weicong Chen

2 accepted papers

2026

Trust The Typical

Debargha Ganguly, Sreehari Sankar, Biyao Zhang, Vikash Singh, Kanan Gupta, Harshini Kavuru +5

ICLR 2026poster

Current approaches to LLM safety fundamentally rely on a brittle cat-and-mouse game of identifying and blocking known threats via guardrails. We argue for a fresh approach: robust safety comes not from enumerating what is harmful, but from \emph{deeply understanding what is safe}. We introduce \text…

Cited by 0 Source ↗Scholar ↗

2022

Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition

Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jihong Zhu

AAAI 2022technical

Data in the real world tends to exhibit a long-tailed label distribution, which poses great challenges for the training of neural networks in visual recognition. Existing methods tackle this problem mainly from the perspective of data quantity, i.e., the number of samples in each class. To be specif…

Cited by 67 Source ↗PDF ↗Scholar ↗