עקוב אחר
Heng Chang
Heng Chang
Tsinghua University
כתובת אימייל מאומתת בדומיין mails.tsinghua.edu.cn - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Implicit Graph Neural Networks‏
F Gu*, H Chang*, W Zhu, S Sojoudi, L El Ghaoui‏
Advances in Neural Information Processing Systems (NeurIPS 2020), 2020‏
1782020
A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models‏
H Chang, Y Rong, T Xu, W Huang, H Zhang, P Cui, W Zhu, J Huang‏
AAAI Conference on Artificial Intelligence (AAAI 2020), 2020‏
1742020
Qa-lora: Quantization-aware low-rank adaptation of large language models‏
Y Xu, L Xie, X Gu, X Chen, H Chang, H Zhang, Z Chen, X Zhang, Q Tian‏
International Conference on Learning Representations (ICLR 2024), 2023‏
1422023
Spectral Graph Attention Network‏
H Chang, Y Rong, T Xu, W Huang, S Sojoudi, J Huang, W Zhu‏
ACM International Conference on Information & Knowledge Management (CIKM …, 2021‏
66*2021
Power up! Robust Graph Convolutional Network via Graph Powering‏
M Jin*, H Chang*, W Zhu, S Sojoudi‏
AAAI Conference on Artificial Intelligence (AAAI 2021), 2021‏
622021
Not All Low-Pass Filters are Robust in Graph Convolutional Networks‏
H Chang, Y Rong, T Xu, Y Bian, S Zhou, X Wang, J Huang, W Zhu‏
Advances in Neural Information Processing Systems (NeurIPS 2021), 2021‏
572021
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration‏
K Gong, D Lian, H Chang, C Guo, X Zuo, Z Jiang, X Wang‏
IEEE / CVF International Conference on Computer Vision (ICCV 2023), 2023‏
532023
AutoGL: A Library for Automated Graph Learning‏
C Guan, Z Zhang, H Li, H Chang, Z Zhang, Y Qin, J Jiang, X Wang, W Zhu‏
GTRL-ICLR 2021, 2021‏
38*2021
Semi-supervised Hierarchical Graph Classification‏
J Li, Y Huang, H Chang, Y Rong‏
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 45 (5 …, 2022‏
372022
Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge‏
H Chang, Y Rong, T Xu, W Huang, H Zhang, P Cui, X Wang, W Zhu, ...‏
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022‏
272022
Knowledge Graph Completion with Counterfactual Augmentation‏
H Chang, J Cai, J Li‏
The 2023 ACM Web Conference (TheWebConf (WWW) 2023), 2023‏
252023
Adversarially Robust Neural Architecture Search for Graph Neural Networks‏
B Xie*, H Chang*, Z Zhang, X Wang, D Wang, Z Zhang, R Ying, W Zhu‏
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023), 2023‏
242023
Improving Generalization of Meta-Learning With Inverted Regularization at Inner-Level‏
L Wang, S Zhou, S Zhang, X Chu, H Chang, W Zhu‏
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2023 …, 2023‏
162023
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification‏
X Wang, H Chang, B Xie, T Bian, S Zhou, D Wang, Z Zhang, W Zhu‏
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023‏
13*2023
Deconstructing the ethics of large language models from long-standing issues to new-emerging dilemmas‏
C Deng, Y Duan, X Jin, H Chang, Y Tian, H Liu, HP Zou, Y Jin, Y Xiao, ...‏
arXiv e-prints, arXiv: 2406.05392, 2024‏
122024
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient‏
Y Wu, S Zhou, M Yang, L Wang, W Zhu, H Chang, X Zhou, X Yang‏
AAAI Conference on Artificial Intelligence (AAAI 2025), 2024‏
122024
Online Continual Adaptation with Active Self-Training‏
S Zhou, H Zhao, S Zhang, L Wang, H Chang, Z Wang, W Zhu‏
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021‏
122021
Rethinking Embedded Unsupervised Feature Selection: A Simple Joint Approach‏
H Chang*, J Guo*, W Zhu‏
IEEE Transactions on Big Data (TBD), 2022‏
112022
Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data‏
J Guo, H Chang, W Zhu‏
AAAI Conference on Artificial Intelligence (AAAI 2020), 2020‏
102020
Path-based Explanation for Knowledge Graph Completion‏
H Chang*, J Ye*, AL Avila, J Du, J Li‏
2024 ACM KDD Conference (KDD 2024), 2024‏
82024
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מאמרים 1–20