Data mixing can induce phase transitions in knowledge acquisition Permalink
Published in NIPS, Spotlight, 2025
Xinran Gu, Kaifeng Lyu, Jiazheng Li, Jingzhao Zhang
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Scalable Model Merging with Progressive Layer-wise Distillation Permalink
Published in ICML, Poster, 2025
Jing Xu, Jiazheng Li, Jingzhao Zhang
NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database Permalink
Published in ICLR, 2026
Weizhi Fei, Hao Shi, Jing Xu, Jingchen Peng, Jiazheng Li, Jingzhao Zhang, Bo Bai, Wei Han, Zhenyuan Chen, Xueyan Niu
QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation Permalink
Published in ICLR, 2026
Jiazheng Li, Hongzhou Lin, Hong Lu, Kaiyue Wen, Zaiwen Yang, Jiaxuan Gao, Yi Wu, Jingzhao Zhang