Hi there!
I am a Ph.D. student in Computer Engineering at Case Western Reserve University. I work on machine learning and large language models, with general interests in interpretability and trustworthy AI. I'm open to collaboration and research discussions. You can reach me at <xxl1514> at case.edu.
google scholar / github / / cv
🔥 News
- 2025.08: Four papers have been accepted to EMNLP 2025 (2 main and 2 findings)
📝 Publications
| [EMNLP'25 Main, Oral] |
When Truthful Representations Flip Under Deceptive Instructions? |
| Xianxuan Long , Yao Fu, Runchao Li, Mu Sheng, Haotian Yu, Xiaotian Han, Pan Li | |
| Conference on Empirical Methods in Natural Language Processing, 2025 | |
| [EMNLP'25 Main] |
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs |
| Yao Fu, Xianxuan Long, Runchao Li, Mu Sheng, Haotian Yu, Xiaotian Han, Pan Li | |
| Conference on Empirical Methods in Natural Language Processing, 2025 | |
| [EMNLP'25 Findings] |
Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning LLMs |
| Yao Fu, Runchao Li, Xianxuan Long, Haotian Yu, Xiaotian Han, Yu Yin, Pan Li | |
| Conference on Empirical Methods in Natural Language Processing, 2025 | |
| [EMNLP'25 Findings] |
FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression |
| Runchao Li, Yao Fu, Mu Sheng, Xianxuan Long, Haotian Yu, Pan Li | |
| Conference on Empirical Methods in Natural Language Processing, 2025 | |
| [J-STARS'24] | SASiamNet: Self-Adaptive Siamese Network for Change Detection of Remote Sensing Image |
| Xianxuan Long, Wei Zhuang, Min Xia, Kai Hu, Haifeng Lin | |
| IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 | |