Li, Jiazheng

14 publications

ICLR 2026 QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation Jiazheng Li, Hongzhou Lin, Hong Lu, Kaiyue Wen, Zaiwen Yang, Jiaxuan Gao, Yi Wu, Jingzhao Zhang

ICLR 2026 Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database Weizhi Fei, Hao Shi, Jing Xu, Jingchen Peng, Jiazheng Li, Jingzhao Zhang, Bo Bai, Wei Han, Zhenyuan Chen, Xueyan Niu

AAAI 2025 An Automated Explainable Educational Assessment System Built on LLMs Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He

NeurIPS 2025 Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu, Kaifeng Lyu, Jiazheng Li, Jingzhao Zhang

ICLRW 2025 Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu, Kaifeng Lyu, Jiazheng Li, Jingzhao Zhang

AAAI 2025 ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He

TMLR 2025 Instance-Aware Graph Prompt Learning Jiazheng Li, Jundong Li, Chuxu Zhang

ICML 2025 MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models Jiazheng Li, Lu Yu, Qing Cui, Zhiqiang Zhang, Jun Zhou, Yanfang Ye, Chuxu Zhang

ICML 2025 Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning Hanqi Yan, Linhai Zhang, Jiazheng Li, Zhenyi Shen, Yulan He

ICML 2025 Scalable Model Merging with Progressive Layer-Wise Distillation Jing Xu, Jiazheng Li, Jingzhao Zhang

AAAI 2024 NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui

UAI 2023 CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He

NeurIPSW 2023 OverPrompt: Enhancing ChatGPT Through Efficient In-Context Learning Jiazheng Li, Runcong Zhao, Yongxin Yang, Yulan He, Lin Gui

AAAI 2022 NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth