Kangtao Lv

According to our database, Kangtao Lv authored at least 10 papers between 2024 and 2027.

Collaborative distances:

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

2027

Towards generalizable detection of AI-generated images via adaptively fusing multi-view hyper experts.

Huangsen Cao, Yongwei Wang, Yu Zhao, Kangtao Lv, Xin Ding, Fei Wu

Inf. Process. Manag., 2027

2026

PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the Beginning.

Langming Liu, Kangtao Lv, Haibin Chen, Weidong Zhang, Yejing Wang, Shilei Liu, Xin Tong, Yujin Yuan, Yongwei Wang, Wenbo Su, Bo Zheng

CoRR, February, 2026

Data Distribution Matters: A Data-Centric Perspective on Context Compression for Large Language Model.

Kangtao Lv, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Shilei Liu, Yongwei Wang, Yujin Yuan, Wenbo Su, Bo Zheng

CoRR, February, 2026

Hyper adversarial tuning for boosting adversarial robustness of pretrained large vision transformers.

Kangtao Lv, Wenyan Fan, Huangsen Cao, Kainan Tu, Yihuai Xu, Zhimeng Zhang, Yang Li, Xin Ding, Yongwei Wang

Pattern Recognit., 2026

SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification.

Xin Tong, Weidong Zhang, Jiaang Li, Haibin Chen, Shilei Liu, Langming Liu, Kangtao Lv, Yujin Yuan, Wenbo Su, Bo Zheng

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging.

Chongjie Si, Kangtao Lv, Jingjing Jiang, Yadao Wang, Yongwei Wang, Xiaokang Yang, Wenbo Su, Bo Zheng, Wei Shen

CoRR, May, 2025

ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models.

Haibin Chen, Kangtao Lv, Chengwei Hu, Yanshi Li, Yujin Yuan, Yancheng He, Xingyao Zhang, Langming Liu, Shilei Liu, Wenbo Su, Bo Zheng

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models.

Kangtao Lv, Haibin Chen, Yujin Yuan, Langming Liu, Shilei Liu, Yongwei Wang, Wenbo Su, Bo Zheng

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

HyperDet: Generalizable Detection of Synthesized Images by Generating and Merging A Mixture of Hyper LoRAs.

Huangsen Cao, Yongwei Wang, Yinfeng Liu, Sixian Zheng, Kangtao Lv, Zhimeng Zhang, Bo Zhang, Xin Ding, Fei Wu

CoRR, 2024

Hyper Adversarial Tuning for Boosting Adversarial Robustness of Pretrained Large Vision Models.

Kangtao Lv, Huangsen Cao, Kainan Tu, Yihuai Xu, Zhimeng Zhang, Xin Ding, Yongwei Wang

CoRR, 2024