Junyou Su

According to our database, Junyou Su authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

InstructDiff: Domain-Adaptive Data Selection via Differential Entropy for Efficient LLM Fine-Tuning.

Junyou Su, He Zhu, Xiao Luo, Liyu Zhang, Hong-Yu Zhou, Yun Chen, Peng Li, Yang Liu, Guanhua Chen

CoRR, January, 2026

2025

Anchored Supervised Fine-Tuning.

He Zhu, Junyou Su, Peng Lai, Ren Ma, Wenjia Zhang, Linyi Yang, Guanhua Chen

CoRR, September, 2025

Research on Estimation Time of Arrival in Marine Traffic Based on Large Language Model.

Junyou Su, Yi Yuan, Yu Liang, Bin Tan, Xuan Song, Zipei Fan

Proceedings of the Spatial Data and Intelligence - 6th International Conference, 2025

IRSC: A Zero-Shot Evaluation Benchmark for Information Retrieval Based on Semantic Comprehension in Retrieval-Augmented Generation Scenarios.

Hai Lin, Shaoxiong Zhan, Junyou Su, Hai-Tao Zheng, Hui Wang, Xin Su, Ruitong Liu

Proceedings of the Natural Language Processing and Chinese Computing, 2025

PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models.

He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang

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

Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation.

He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios.

Hai Lin, Shaoxiong Zhan, Junyou Su, Haitao Zheng, Hui Wang

CoRR, 2024

FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only.

He Zhu, Junyou Su, Tianle Lun, Yicheng Tao, Wenjia Zhang, Zipei Fan, Guanhua Chen

CoRR, 2024

PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval.

He Zhu, Wenjia Zhang, Nuoxian Huang, Boyang Li, Luyao Niu, Zipei Fan, Tianle Lun, Yicheng Tao, Junyou Su, Zhaoya Gong, Chenyu Fang, Xing Liu

CoRR, 2024