Junyou Su

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
InstructDiff: Domain-Adaptive Data Selection via Differential Entropy for Efficient LLM Fine-Tuning.
CoRR
Junyou Su, He Zhu, Xiao Luo, Liyu Zhang, Hong-Yu Zhou, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
2025 J jnl
Anchored Supervised Fine-Tuning.
CoRR
He Zhu, Junyou Su, Peng Lai, Ren Ma, Wenjia Zhang, Linyi Yang, Guanhua Chen
2025 — conf
IRSC: A Zero-Shot Evaluation Benchmark for Information Retrieval Based on Semantic Comprehension in Retrieval-Augmented Generation Scenarios.
NLPCC (4)
Hai Lin, Shaoxiong Zhan, Junyou Su, Hai-Tao Zheng, Hui Wang, Xin Su, Ruitong Liu
2025 — conf
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models.
EMNLP (Industry Track)
He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang
2025 J jnl
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models.
CoRR
He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang
2025 — conf
Research on Estimation Time of Arrival in Marine Traffic Based on Large Language Model.
SpatialDI
Junyou Su, Yi Yuan, Yu Liang, Bin Tan, Xuan Song, Zipei Fan
2025 J jnl
TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation.
CoRR
He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen
2025 — conf
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation.
ACL (Findings)
He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen
2024 J jnl
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only.
CoRR
He Zhu, Junyou Su, Tianle Lun, Yicheng Tao, Wenjia Zhang, Zipei Fan, Guanhua Chen
2024 J jnl
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios.
CoRR
Hai Lin, Shaoxiong Zhan, Junyou Su, Haitao Zheng, Hui Wang
2024 J jnl
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval.
CoRR
He Zhu, Wenjia Zhang, Nuoxian Huang, Boyang Li, Luyao Niu, Zipei Fan, Tianle Lun, Yicheng Tao, Junyou Su, Zhaoya Gong, Chenyu Fang, Xing Liu