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2020 – today
- 2024
[j8]Heng Chang
, Hai Yang, Shuobo Xu, Xiyu Pang, Hongwu Liu:
Covert communications in STAR-RIS-aided rate-splitting multiple access systems. Phys. Commun. 64: 102342 (2024)- [j7]Xin Wang, Heng Chang, Beini Xie, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu:
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification. IEEE Trans. Knowl. Data Eng. 36(5): 2166-2178 (2024) - [c27]Tian Bian, Yifan Niu, Heng Chang, Divin Yan, Junzhou Huang, Yu Rong, Tingyang Xu, Jia Li, Hong Cheng:
Hierarchical Graph Latent Diffusion Model for Conditional Molecule Generation. CIKM 2024: 130-140 - [c26]Xin Yang, Heng Chang, Zhijian Lai, Jinze Yang, Xingrun Li, Yu Lu, Shuaiqiang Wang, Dawei Yin, Erxue Min:
Hyperbolic Contrastive Learning for Cross-Domain Recommendation. CIKM 2024: 2920-2929 - [c25]Chang Zong, Yuchen Yan, Weiming Lu, Jian Shao, Yongfeng Huang, Heng Chang, Yueting Zhuang:
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering. EMNLP 2024: 1698-1710 - [c24]Chunzhen Jin, Eliot Huang, Heng Chang, Yaqi Wang, Peng Cao, Osmar R. Zaïane:
Reusing Transferable Weight Increments for Low-resource Style Generation. EMNLP 2024: 2470-2488 - [c23]Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian:
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. ICLR 2024 - [c22]Heng Chang, Jiangnan Ye, Alejo Lopez-Avila, Jinhua Du, Jia Li:
Path-based Explanation for Knowledge Graph Completion. KDD 2024: 231-242 - [c21]Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu:
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. KDD 2024: 3563-3573 - [c20]Xiangyang Luo, Xin Zhang, Yifan Xie, Xinyi Tong, Weijiang Yu, Heng Chang, Fei Ma, Fei Richard Yu:
CodeSwap: Symmetrically Face Swapping Based on Prior Codebook. ACM Multimedia 2024: 6910-6919 - [i22]Heng Chang, Jiangnan Ye, Alejo Lopez-Avila, Jinhua Du, Jia Li:
Path-based Explanation for Knowledge Graph Completion. CoRR abs/2401.02290 (2024) - [i21]Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Wenbo Zhu, Heng Chang, Xiao Zhou, Xu Yang:
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient. CoRR abs/2405.15304 (2024) - [i20]Ke Yi, Yuhui Xu, Heng Chang, Chen Tang, Yuan Meng, Tong Zhang, Jia Li:
One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments. CoRR abs/2405.20202 (2024) - [i19]Shengyu Tao, Mengtian Zhang, Zixi Zhao, Haoyang Li, Ruifei Ma, Yunhong Che, Xin Sun, Lin Su, Xiangyu Chen, Zihao Zhou, Heng Chang, Tingwei Cao, Xiao Xiao, Yaojun Liu, Wenjun Yu, Zhongling Xu, Yang Li, Han Hao, Xuan Zhang, Xiaosong Hu, Guangmin Zhou:
Non-destructive Degradation Pattern Decoupling for Ultra-early Battery Prototype Verification Using Physics-informed Machine Learning. CoRR abs/2406.00276 (2024) - [i18]Chengyuan Deng, Yiqun Duan, Xin Jin, Heng Chang, Yijun Tian, Han Liu, Henry Peng Zou, Yiqiao Jin, Yijia Xiao, Yichen Wang, Shenghao Wu, Zongxing Xie, Kuofeng Gao, Sihong He, Jun Zhuang, Lu Cheng, Haohan Wang:
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas. CoRR abs/2406.05392 (2024) - [i17]Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu:
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. CoRR abs/2406.16357 (2024) - [i16]Xin Yang, Heng Chang, Zhijian Lai, Jinze Yang, Xingrun Li, Yu Lu, Shuaiqiang Wang, Dawei Yin, Erxue Min:
Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System. CoRR abs/2406.17289 (2024) - [i15]Shiji Zhou, Lianzhe Wang, Jiangnan Ye, Yongliang Wu, Heng Chang:
On the Limitations and Prospects of Machine Unlearning for Generative AI. CoRR abs/2408.00376 (2024) - 2023
- [j6]Heng Chang, Pengxu Chen, Shuobo Xu, Yuming Mao, Hongwu Liu:
On user fairness of uplink rate splitting multiple access with randomly deployed users. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101722 (2023) - [j5]Jia Li, Yongfeng Huang, Heng Chang, Yu Rong:
Semi-Supervised Hierarchical Graph Classification. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6265-6276 (2023) - [j4]Heng Chang, Jun Guo, Wenwu Zhu:
Rethinking Embedded Unsupervised Feature Selection: A Simple Joint Approach. IEEE Trans. Big Data 9(1): 380-387 (2023) - [j3]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Xin Wang, Wenwu Zhu, Junzhou Huang:
Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge. IEEE Trans. Knowl. Data Eng. 35(5): 4499-4513 (2023) - [c19]Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu:
Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level. CVPR 2023: 7826-7835 - [c18]Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu:
Adversarially Robust Neural Architecture Search for Graph Neural Networks. CVPR 2023: 8143-8152 - [c17]Kehong Gong, Dongze Lian, Heng Chang, Chuan Guo, Zihang Jiang, Xinxin Zuo, Michael Bi Mi, Xinchao Wang:
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration. ICCV 2023: 9908-9918 - [c16]Heng Chang, Jie Cai, Jia Li:
Knowledge Graph Completion with Counterfactual Augmentation. WWW 2023: 2611-2620 - [i14]Heng Chang, Jie Cai, Jia Li:
Knowledge Graph Completion with Counterfactual Augmentation. CoRR abs/2302.13083 (2023) - [i13]Kehong Gong, Dongze Lian, Heng Chang, Chuan Guo, Xinxin Zuo, Zihang Jiang, Xinchao Wang:
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration. CoRR abs/2304.02419 (2023) - [i12]Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu:
Adversarially Robust Neural Architecture Search for Graph Neural Networks. CoRR abs/2304.04168 (2023) - [i11]Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian:
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. CoRR abs/2309.14717 (2023) - [i10]Heng Chang, Hai Yang, Shuobo Xu, Xiyu Pang, Hongwu Liu:
Covert Communications in STAR-RIS-Aided Rate-Splitting Multiple Access Systems. CoRR abs/2312.01042 (2023) - 2022
- [j2]Aizeng Wang, Ling Li, Heng Chang, Gang Zhao, Wei Wang, Jiaming Yang:
T-spline surface smoothing based on 1-ring neighborhood space angle. J. Comput. Des. Eng. 9(4): 1246-1257 (2022) - [c15]Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu:
Online Continual Adaptation with Active Self-Training. AISTATS 2022: 8852-8883 - [i9]Jia Li, Yongfeng Huang, Heng Chang, Yu Rong:
Semi-Supervised Hierarchical Graph Classification. CoRR abs/2206.05416 (2022) - [i8]Beini Xie, Heng Chang, Xin Wang, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu:
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification. CoRR abs/2208.06651 (2022) - 2021
- [c14]Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi:
Power up! Robust Graph Convolutional Network via Graph Powering. AAAI 2021: 8004-8012 - [c13]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu:
Spectral Graph Attention Network with Fast Eigen-approximation. CIKM 2021: 2905-2909 - [c12]Heng Chang, Yu Rong, Tingyang Xu, Yatao Bian, Shiji Zhou, Xin Wang, Junzhou Huang, Wenwu Zhu:
Not All Low-Pass Filters are Robust in Graph Convolutional Networks. NeurIPS 2021: 25058-25071 - [i7]Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu:
AutoGL: A Library for Automated Graph Learning. CoRR abs/2104.04987 (2021) - [i6]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Xin Wang, Wenwu Zhu, Junzhou Huang:
Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge. CoRR abs/2105.12419 (2021) - [i5]Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu:
Online Continual Adaptation with Active Self-Training. CoRR abs/2106.06526 (2021) - 2020
- [c11]Jun Guo, Heng Chang, Wenwu Zhu:
Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data. AAAI 2020: 75-82 - [c10]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang:
A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models. AAAI 2020: 3389-3396 - [c9]Fangda Gu, Heng Chang, Wenwu Zhu, Somayeh Sojoudi, Laurent El Ghaoui:
Implicit Graph Neural Networks. NeurIPS 2020 - [i4]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu:
Spectral Graph Attention Network. CoRR abs/2003.07450 (2020) - [i3]Fangda Gu, Heng Chang, Wenwu Zhu, Somayeh Sojoudi, Laurent El Ghaoui:
Implicit Graph Neural Networks. CoRR abs/2009.06211 (2020)
2010 – 2019
- 2019
- [c8]Heng Chang, Caifu Qian, Huifang Li:
The Finite Element Analysis of a Dish Tubesheet Structure. AIAM (IEEE) 2019: 686-690 - [i2]Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi:
Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering. CoRR abs/1905.10029 (2019) - [i1]Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang:
The General Black-box Attack Method for Graph Neural Networks. CoRR abs/1908.01297 (2019) - 2012
- [c7]Olexiy Chudnovskyy, Tobias Nestler, Martin Gaedke, Florian Daniel, José Ignacio Fernández-Villamor, Vadim I. Chepegin, José Angel Fornas, Scott Wilson, Christoph Kögler, Heng Chang:
End-user-oriented telco mashups: the OMELETTE approach. WWW (Companion Volume) 2012: 235-238 - 2010
- [c6]Florian Daniel, Stefano Soi, Stefano Tranquillini, Fabio Casati, Heng Chang, Yan Li:
MarcoFlow: Modeling, Deploying, and Running Distributed User Interface Orchestrations. BPM (Demos) 2010 - [c5]Jiaxu Chen, Yazhe Tang, Dian Fu, Heng Chang:
On the Improving Strategies upon the Route Cache of DSR in MANETs. UIC 2010: 445-458
2000 – 2009
- 2009
- [j1]Sheng Li, Yong-Fang Yao, Xiao-Yuan Jing, Heng Chang, Shi-Qiang Gao, David Zhang, Jing-Yu Yang:
Face Recognition Based on Nonlinear DCT Discriminant Feature Extraction Using Improved Kernel DCV. IEICE Trans. Inf. Syst. 92-D(12): 2527-2530 (2009) - [c4]Yazhe Tang, Dan Wang, Fengfan Huang, Heng Chang:
The Extensions of OWL on Properties Exclusion and the Corresponding Semantic Parser. CSIE (1) 2009: 492-496 - [c3]Xiao-Yuan Jing, Heng Chang, Sheng Li, Yong-Fang Yao, Qian Liu, Lu-Sha Bian, Jiang-Yue Man, Chao Wang:
Face Recognition Based on a Gabor-2DFisherface Approach with Selecting 2D Gabor Principal Components and Discriminant Vectors. WGEC 2009: 565-568 - 2008
- [c2]Huan Wang, Xiaomin Shi, Yan Li, Heng Chang, Weiliang Chen, Jie Tang, Eduardo Martins:
User Profile Management for Personalized Telecom Service. ICYCS 2008: 1087-1092 - 2004
- [c1]Heng Chang, Weijia Jia, Ling Zhang:
Distributed Server Selection with Imprecise State for Replicated Server Group. ISPAN 2004: 73-78
Coauthor Index
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