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Huang, Yongxiang
4 publications
NeurIPS
2025
Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding
Xiangyu Wen
,
Min Li
,
Junhua Huang
,
Jianyuan Zhong
,
Zhijian Xu
,
Zeju Li
,
Yongxiang Huang
,
Mingxuan Yuan
,
Qiang Xu
UAI
2024
Consistency Regularization for Domain Generalization with Logit Attribution Matching
Han Gao
,
Kaican Li
,
Weiyan Xie
,
Zhi Lin
,
Yongxiang Huang
,
Luning Wang
,
Caleb Cao
,
Nevin Zhang
NeurIPS
2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-Tuning Zero-Shot Models
Kaican Li
,
Weiyan Xie
,
Yongxiang Huang
,
Didan Deng
,
Lanqing Hong
,
Zhenguo Li
,
Ricardo Silva
,
Nevin L. Zhang
AAAI
2023
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network
Tong Li
,
Jiale Deng
,
Yanyan Shen
,
Luyu Qiu
,
Yongxiang Huang
,
Caleb Chen Cao