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Tie-Yan Liu

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Normalized/Clipped SGD with Perturbation for Differentially Private Non-Convex Optimization

Jun 27, 2022
Xiaodong Yang, Huishuai Zhang, Wei Chen, Tie-Yan Liu

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SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training

Jun 22, 2022
Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Haiguang Liu, Tie-Yan Liu

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Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations

Jun 20, 2022
Rui Zhang, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhi-Ming Ma, Tie-Yan Liu

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LordNet: Learning to Solve Parametric Partial Differential Equations without Simulated Data

Jun 19, 2022
Wenlei Shi, Xinquan Huang, Xiaotian Gao, Xinran Wei, Jia Zhang, Jiang Bian, Mao Yang, Tie-Yan Liu

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Per-Instance Privacy Accounting for Differentially Private Stochastic Gradient Descent

Jun 07, 2022
Da Yu, Gautam Kamath, Janardhan Kulkarni, Tie-Yan Liu, Jian Yin, Huishuai Zhang

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BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis

May 30, 2022
Yichong Leng, Zehua Chen, Junliang Guo, Haohe Liu, Jiawei Chen, Xu Tan, Danilo Mandic, Lei He, Xiang-Yang Li, Tao Qin, Sheng Zhao, Tie-Yan Liu

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Your Transformer May Not be as Powerful as You Expect

May 26, 2022
Shengjie Luo, Shanda Li, Shuxin Zheng, Tie-Yan Liu, Liwei Wang, Di He

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Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret

May 25, 2022
Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu

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NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality

May 10, 2022
Xu Tan, Jiawei Chen, Haohe Liu, Jian Cong, Chen Zhang, Yanqing Liu, Xi Wang, Yichong Leng, Yuanhao Yi, Lei He, Frank Soong, Tao Qin, Sheng Zhao, Tie-Yan Liu

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METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals

Apr 16, 2022
Payal Bajaj, Chenyan Xiong, Guolin Ke, Xiaodong Liu, Di He, Saurabh Tiwary, Tie-Yan Liu, Paul Bennett, Xia Song, Jianfeng Gao

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