Kejia Zhang | Kejia Zhang's Homepage

TARS: MinMax Token-Adaptive Preference Strategy for MLLM Hallucination Reduction

Wed, 30 Jul 2025 00:00:00 +0000

When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios

Tue, 29 Jul 2025 00:00:00 +0000

From Scratch to Submission: A Complete Guide to Academic Conference Paper Writing

Thu, 26 Jun 2025 00:00:00 +0000

Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

Thu, 26 Jun 2025 00:00:00 +0000

Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness

Fri, 20 Jun 2025 00:00:00 +0000

Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs

Sat, 01 Feb 2025 00:00:00 +0000

Harmonizing Feature Maps: A Graph Convolutional Approach for Enhancing Adversarial Robustness

Wed, 01 May 2024 00:00:00 +0000

Extracting Higher Order Topological Semantic via Motif-Based Deep Graph Neural Networks

Sun, 21 Apr 2024 00:00:00 +0000

This is the first paper in my research career. I dedicate it to commemorate and express my gratitude to Professor Haifeng Zhang for his invaluable support. I also extend my thanks to the Network Science Research Group at Anhui University for the enriching experiences during my time there.