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Zhang, Mengdi
5 publications
ICML
2025
LLMScan: Causal Scan for LLM Misbehavior Detection
Mengdi Zhang
,
Goh Kai Kiat
,
Peixin Zhang
,
Jun Sun
,
Lin Xin Rose
,
Hongyu Zhang
AAAI
2025
S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
Yuchen Yan
,
Jin Jiang
,
Yang Liu
,
Yixin Cao
,
Xin Xu
,
Mengdi Zhang
,
Xunliang Cai
,
Jian Shao
IJCAI
2023
Intent-Aware Recommendation via Disentangled Graph Contrastive Learning
Yuling Wang
,
Xiao Wang
,
Xiangzhou Huang
,
Yanhua Yu
,
Haoyang Li
,
Mengdi Zhang
,
Zirui Guo
,
Wei Wu
IJCAI
2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification
Likang Wu
,
Junji Jiang
,
Hongke Zhao
,
Hao Wang
,
Defu Lian
,
Mengdi Zhang
,
Enhong Chen
IJCAI
2022
Ensemble Multi-Relational Graph Neural Networks
Yuling Wang
,
Hao Xu
,
Yanhua Yu
,
Mengdi Zhang
,
Zhenhao Li
,
Yuji Yang
,
Wei Wu