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Xueqing Chen · Jian Xu · Ludi Wang · Yang Gao · Huihan Zhu · Yuanchun Zhou · Yi Du · Cheng-lin Liu
Chenghao Zhang · Qingqing Long · Ludi Wang · Wenjuan Cui · Jianjun Yu · Yi Du
Recent advances in large language models (LLMs) and text-aware graph learning have increased interest in reasoning over text-attributed graphs(TAGs). In many real-world settings, such graphs are inherently heterogeneous, with most existing benchmarks remaining largely homogeneous in structure. As...
qing liu · Jianhao Zhang · Ou Wu · Michael Ng · Yi Du
Knowledge editing is a crucial technique for daily updates in LLMs, requiring a balance between accurately modifying incorrect knowledge and preserving existing information. The recently proposed AlphaEdit method achieves competitive editing performance by updating parameters under null-space con...