Z. Gan, Y. Chen, L. Li, T. Chen, Y. Cheng, S. Wang and J. Liu, Association for the Advancement of Artificial Intelligence 2021. [The Fourth Author]
(WSDM 2022) Bringing Your Own View, Graph Contrastive Learning without Prefabricated Data Augmentations
Y. You, T. Chen, Z. Wang and Y. Shen, Web Search and Data Mining 2022. [The Second Author]
(ArXiv Preprint 2021) Learning to Optimize, A Primer and A Benchmark
T. Chen, X. Chen, W. Chen, H. Heaton, J. Liu, Z. Wang, and W.Yin, ArXiv Preprint. [Co-first Author]
(NeurIPS 2021) Chasing Sparsity in Vision Transformers, An End-to-End Exploration
T. Chen, Y. Cheng, Z. Gan, L. Yuan, L. Zhang and Z. Wang, Neural Information Processing Systems 2021. [First Author]
(NeurIPS 2021) Data-Efficient GAN Training Beyond (Just) Augmentation, A Lottery Ticket Perspective
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NeurIPS'21
T. Chen, Y. Cheng, Z. Gan, J. Liu, and Z. Wang, Neural Information Processing Systems 2021. [First Author]
(NeurIPS 2021) You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership
X. Chen*, T. Chen*, Z. Zhang and Z. Wang., Neural Information Processing Systems 2021. [Co-First Author]
(NeurIPS 2021) Sparse Training via Boosting Pruning Plasticity with Neuroregeneration
S. Liu, T. Chen, X. Chen, Z. Atashgahi, L. Yin, H. Kou, L. Shen, M. Pechenizkiy, Z. Wang, and D. Mocanu, Neural Information Processing Systems 2021. [The Second Author]
(NeurIPS 2021) Improving Contrastive Learning on Imbalanced Data via Open-World Sampling
Z. Jiang, T. Chen, T. Chen and Z. Wang, Neural Information Processing Systems 2021. [The Second Author]
(NeurIPS 2021) Sanity Checks for Lottery Tickets, Does Your Winning Ticket Really Win the Jackpot?
X. Ma, G. Yuan, X. Shen, T. Chen, X. Chen, X. Chen, N. Liu, M. Qin, S. Liu, Z. Wang and Y. Wang, Neural Information Processing Systems 2021. [The Forth Author]
(ICML 2021) A Unified Lottery Ticket Hypothesis for Graph Neural Networks
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ICML'21
T. Chen*, Y. Sui*, X. Chan, A. Zhang, and Z. Wang, International Conference on Machine Learning 2021. [Co-first Author]
(ICML 2021) Efficient Lottery Ticket Finding, Less Data is More
Z. Zhang*, X. Chen*, T. Chen*, and Z. Wang, International Conference on Machine Learning 2021. [Co-first Author]
(ICML 2021 Long Talk) Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm
M. Zhu, T. Chen, and Z. Wang, International Conference on Machine Learning 2021. [Second Author]
(ICML 2021 Long Talk) Graph Contrastive Learning Automated
Y. You, T.Chen, Y Shen, and Z. Wang, International Conference on Machine Learning 2021. [Second Author]
(ICML 2021) Self-Damaging Contrasive Learning
Z. Jiang, T. Chen*, B. Mortazavi, and Z. Wang, International Conference on Machine Learning 2021. [Second Author]
(CVPR 2021) The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
T. Chen, J. Frankle, S. Chang, S. Liu, Y. Zhang, M. Carbin, and Z. Wang, Conference on Computer Vision and Pattern Recognition. [First Author]
(CVPR 2021) Troubleshooting Blind Image Quality Models in the Wild
Z. Wang, H. Wang, T. Chen, Z. Wang, and K. Ma, Conference on Computer Vision and Pattern Recognition. [Third Author]
(CVPRW 2021 Spotlight Oral) BNN-BN=? Training Binary Neural Networks without Batch Normalization
T. Chen, Z. Zhang, X. Ouyang, Z. Liu, Z. Shen and Z. Wang, CVPR Workshop on Binary Networks for Computer Vision. [First Author]
(ICLR 2021) Robust Overfitting may be mitigated by properly learned smoothening
T. Chen*, Z. Zhang*, S. Liu, S. Chang, and Z. Wang, International Conference on Learning Representations 2021. [Co-first Author]
(ICLR 2021) Long Live the Lottery, The Existence of Winning Tickets in Lifelong Learning
T. Chen*, Z. Zhang*, S. Liu, S. Chang, and Z. Wang, International Conference on Learning Representations 2021. [Co-first Author]
(ICLR 2021) GANs Can Play Lottery Tickets Too
X. Chen, Z. Zhang, Y. Sui, and T. Chen, International Conference on Learning Representations 2021. [Last Author]