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Annealed Training for Combinatorial Optimization on Graphs


Jul 23, 2022
Haoran Sun, Etash K. Guha, Hanjun Dai


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Discrete Langevin Sampler via Wasserstein Gradient Flow


Jun 29, 2022
Haoran Sun, Hanjun Dai, Bo Dai, Haomin Zhou, Dale Schuurmans


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To Supervise or Not: How to Effectively Learn Wireless Interference Management Models?


Dec 28, 2021
Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong


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How Speech is Recognized to Be Emotional - A Study Based on Information Decomposition


Nov 24, 2021
Haoran Sun, Lantian Li, Thomas Fang Zheng, Dong Wang


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Multi-task Learning of Order-Consistent Causal Graphs


Nov 03, 2021
Xinshi Chen, Haoran Sun, Caleb Ellington, Eric Xing, Le Song

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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CycleFlow: Purify Information Factors by Cycle Loss


Oct 20, 2021
Haoran Sun, Chen Chen, Lantian Li, Dong Wang

* Submitted to ICASSP 2022 

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Fermion Sampling Made More Efficient


Sep 15, 2021
Haoran Sun, Jie Zou, Xiaopeng Li


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Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective


May 03, 2021
Haoran Sun, Wenqiang Pu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong

* arXiv admin note: text overlap with arXiv:2011.07782 

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Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment


Nov 16, 2020
Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong


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