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2020 – today
- 2025
[c4]He Zhu, Yifan Ding, Yicheng Tao, Zhiwen Ruan, Yixia Li, Wenjia Zhang, Yun Chen, Guanhua Chen:
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only. ACL (Findings) 2025: 17633-17653- [c3]He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen:
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation. ACL (Findings) 2025: 17708-17729 - [c2]Zhiwen Ruan
, Yixia Li, Yefeng Liu, Yun Chen, Weihua Luo, Peng Li, Yang Liu, Guanhua Chen:
G2: Guided Generation for Enhanced Output Diversity in LLMs. EMNLP 2025: 14116-14134 - [c1]Zhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen, Guanhua Chen:
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy. NAACL (Findings) 2025: 1481-1495 - [i6]Zhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen, Guanhua Chen:
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy. CoRR abs/2502.11405 (2025) - [i5]He Zhu, Zhiwen Ruan, Junyou Su, Xingwei He, Yun Chen, Wenjia Zhang, Guanhua Chen:
TAG-INSTRUCT: Controlled Instruction Complexity Enhancement through Structure-based Augmentation. CoRR abs/2505.18557 (2025) - [i4]Zhiwen Ruan, Yun Chen, Yutao Hou, Peng Li, Yang Liu, Guanhua Chen:
Unveiling Over-Memorization in Finetuning LLMs for Reasoning Tasks. CoRR abs/2508.04117 (2025) - [i3]Zhiwen Ruan, Yixia Li, He Zhu, Yun Chen, Peng Li, Yang Liu, Guanhua Chen:
Enhancing Large Language Model Reasoning via Selective Critical Token Fine-Tuning. CoRR abs/2510.10974 (2025) - [i2]Zhiwen Ruan, Yixia Li, Yefeng Liu, Yun Chen, Weihua Luo, Peng Li, Yang Liu, Guanhua Chen:
G2: Guided Generation for Enhanced Output Diversity in LLMs. CoRR abs/2511.00432 (2025) - 2024
- [i1]Yutao Hou, Yajing Luo, Zhiwen Ruan, Hongru Wang, Weifeng Ge, Yun Chen, Guanhua Chen:
Compound-QA: A Benchmark for Evaluating LLMs on Compound Questions. CoRR abs/2411.10163 (2024) - 2023
- [j1]Rui Gao, Penghao Chang, Dong Chang, Xin Tian, Yan Li, Zhiwen Ruan, Zhongbin Su:
RTAL: An edge computing method for real-time rice lodging assessment. Comput. Electron. Agric. 215: 108386 (2023)
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