Robust Optimization as Data Augmentation for Large-scale Graphs
Kong, Kezhi, Li, Guohao, Ding, Mucong, Wu, Zuxuan, Zhu, Chen, Ghanem, Bernard, Taylor, Gavin, Goldstein, Tom
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
Ding, Mucong, An, Bang, Xu, Yuancheng, Satheesh, Anirudh, Huang, Furong
Year of Publication 03.10.2024
Year of Publication 03.10.2024
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Journal Article
EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?
Agrawal, Aakriti, Ding, Mucong, Che, Zora, Deng, Chenghao, Satheesh, Anirudh, Langford, John, Huang, Furong
Year of Publication 06.10.2024
Year of Publication 06.10.2024
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Journal Article
Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Ding, Mucong, Rabbani, Tahseen, An, Bang, Wang, Evan Z, Huang, Furong
Year of Publication 21.06.2024
Year of Publication 21.06.2024
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Journal Article
SAIL: Self-Improving Efficient Online Alignment of Large Language Models
Ding, Mucong, Chakraborty, Souradip, Agrawal, Vibhu, Che, Zora, Koppel, Alec, Wang, Mengdi, Bedi, Amrit, Huang, Furong
Year of Publication 21.06.2024
Year of Publication 21.06.2024
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Journal Article
Calibrated Dataset Condensation for Faster Hyperparameter Search
Ding, Mucong, Xu, Yuancheng, Rabbani, Tahseen, Liu, Xiaoyu, Gravelle, Brian, Ranadive, Teresa, Tuan, Tai-Ching, Huang, Furong
Year of Publication 27.05.2024
Year of Publication 27.05.2024
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Journal Article
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
Ding, Mucong, Deng, Chenghao, Choo, Jocelyn, Wu, Zichu, Agrawal, Aakriti, Schwarzschild, Avi, Zhou, Tianyi, Goldstein, Tom, Langford, John, Anandkumar, Anima, Huang, Furong
Year of Publication 26.09.2024
Year of Publication 26.09.2024
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Journal Article
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
Ding, Mucong, Bang, An, Xu, Yuancheng, Satheesh, Anirudh, Huang, Furong
Published in arXiv.org (03.10.2024)
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Published in arXiv.org (03.10.2024)
Paper
WAVES: Benchmarking the Robustness of Image Watermarks
An, Bang, Ding, Mucong, Rabbani, Tahseen, Agrawal, Aakriti, Xu, Yuancheng, Deng, Chenghao, Zhu, Sicheng, Mohamed, Abdirisak, Wen, Yuxin, Goldstein, Tom, Huang, Furong
Year of Publication 16.01.2024
Year of Publication 16.01.2024
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Journal Article
VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization
Ding, Mucong, Kong, Kezhi, Li, Jingling, Zhu, Chen, Dickerson, John P, Huang, Furong, Goldstein, Tom
Year of Publication 27.10.2021
Year of Publication 27.10.2021
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Journal Article
Understanding Overparameterization in Generative Adversarial Networks
Balaji, Yogesh, Sajedi, Mohammadmahdi, Kalibhat, Neha Mukund, Ding, Mucong, Stöger, Dominik, Soltanolkotabi, Mahdi, Feizi, Soheil
Year of Publication 12.04.2021
Year of Publication 12.04.2021
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Journal Article
Robust Optimization as Data Augmentation for Large-scale Graphs
Kong, Kezhi, Li, Guohao, Ding, Mucong, Wu, Zuxuan, Zhu, Chen, Ghanem, Bernard, Taylor, Gavin, Goldstein, Tom
Year of Publication 19.10.2020
Year of Publication 19.10.2020
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Journal Article