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2020 – today
- 2025
[c1]Jia Zhang, Chen-Xi Zhang, Yao Liu, Yi-Xuan Jin, Xiao-Wen Yang, Bo Zheng, Yi Liu, Lan-Zhe Guo:
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning. IJCAI 2025: 8348-8356- [i4]Zhi Zhou, Kun-Yang Yu, Shi-Yu Tian, Xiao-Wen Yang, Jiang-Xin Shi, Peng-Xiao Song, Yi-Xuan Jin, Lan-Zhe Guo, Yufeng Li:
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM. CoRR abs/2502.06572 (2025) - [i3]Jia Zhang, Chen-Xi Zhang, Yao Liu, Yi-Xuan Jin, Xiao-Wen Yang, Bo Zheng, Yi Liu, Lan-Zhe Guo:
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning. CoRR abs/2503.11441 (2025) - [i2]Jia Zhang, Yao Liu, Chen-Xi Zhang, Yi Liu, Yi-Xuan Jin, Lan-Zhe Guo, Yu-Feng Li:
Beyond Single: A Data Selection Principle for LLM Alignment via Fine-Grained Preference Signals. CoRR abs/2508.07638 (2025) - 2024
- [j1]Zhi Zhou
, Yi-Xuan Jin, Yufeng Li:
Rts: learning robustly from time series data with noisy label. Frontiers Comput. Sci. 18(6): 186332 (2024) - [i1]Zhi Zhou, Jiang-Xin Shi, Peng-Xiao Song, Xiaowen Yang, Yi-Xuan Jin, Lan-Zhe Guo, Yufeng Li:
LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model. CoRR abs/2406.04614 (2024)
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