Zhiwei Xie — accepted AI-conference papers

2026

Massive Editing for Large Language Models Based on Dynamic Weight Generation

Wentao Wan, Qiqing Lao, Zhiwei Xie, Hefeng Wu, Runnan Lin, Liang Lin +1

ICLR 2026poster

Knowledge Editing (KE) is a field that studies how to modify some knowledge in Large Language Models (LLMs) at a low cost (compared to pre-training). Currently, performing large-scale edits on LLMs while ensuring the Reliability, Generality, and Locality metrics of the edits remain a challenge. This…

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2024

Testing Generated Distributions in GANs to Penalize Mode Collapse

Yanxiang Gong, Zhiwei Xie, Mei Xie, Xin Ma

AISTATS 2024poster

Mode collapse remains the primary unresolved challenge within generative adversarial networks (GANs). In this work, we introduce an innovative approach that supplements the discriminator by additionally enforcing the similarity between the generated and real distributions. We implement a one-sample…

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