Chang, Heng

16 publications

NeurIPS 2025 Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery Shiji Zhou, Tianbai Yu, Zhi Zhang, Heng Chang, Xiao Zhou, Dong Wu, Han Zhao

ICML 2025 Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering Xin Yang, Xingrun Li, Heng Chang, Yang Jinze, Xihong Yang, Shengyu Tao, Maiko Shigeno, Ningkang Chang, Junfeng Wang, Dawei Yin, Erxue Min

AAAI 2025 PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-Based Talking Head Synthesis Yifan Xie, Tao Feng, Xin Zhang, Xiangyang Luo, Zixuan Guo, Weijiang Yu, Heng Chang, Fei Ma, Fei Richard Yu

AAAI 2025 ReMask-Animate: Refined Character Image Animation Using Mask-Guided Adapters Xunzhi Xiang, Haiwei Xue, Zonghong Dai, Di Wang, Minglei Li, Ye Yue, Fei Ma, Weijiang Yu, Heng Chang, Fei Richard Yu

AAAI 2025 Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Heng Chang, Wenbo Zhu, Xinting Hu, Xiao Zhou, Xu Yang

ICLR 2024 QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian

CVPR 2023 Adversarially Robust Neural Architecture Search for Graph Neural Networks Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu

CVPR 2023 Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu

ICCV 2023 TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration Kehong Gong, Dongze Lian, Heng Chang, Chuan Guo, Zihang Jiang, Xinxin Zuo, Michael Bi Mi, Xinchao Wang

AISTATS 2022 Online Continual Adaptation with Active Self-Training Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu

ICLRW 2021 AutoGL: A Library for Automated Graph Learning Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu

NeurIPS 2021 Not All Low-Pass Filters Are Robust in Graph Convolutional Networks Heng Chang, Yu Rong, Tingyang Xu, Yatao Bian, Shiji Zhou, Xin Wang, Junzhou Huang, Wenwu Zhu

AAAI 2021 Power up! Robust Graph Convolutional Network via Graph Powering Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi

AAAI 2020 A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang

NeurIPS 2020 Implicit Graph Neural Networks Fangda Gu, Heng Chang, Wenwu Zhu, Somayeh Sojoudi, Laurent El Ghaoui

AAAI 2020 Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data Jun Guo, Heng Chang, Wenwu Zhu