Sufeng Niu

According to our database, Sufeng Niu authored at least 15 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Performance-Adaptive Sampling Strategy Towards Fast and Accurate Graph Neural Networks.

Minji Yoon, Théophile Gervet, Baoxu Shi, Sufeng Niu, Qi He, Jaewon Yang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Systematic Evaluation and Enhancement of Speech Recognition in Operational Medical Environments.

Snigdhaswin Kar, Prabodh Mishra, Ju Lin, Min-Jae Woo, Nicholas Deas, Caleb Linduff, Sufeng Niu, Yuzhe Yang, Jerome McClendon, D. Hudson Smith, Melissa C. Smith, Ronald W. Gimbel, Kuang-Ching Wang

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning.

Ju Lin, Sufeng Niu, Adriaan J. de Lind van Wijngaarden, Jerome L. McClendon, Melissa C. Smith, Kuang-Ching Wang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning.

Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, Yashaswi Pathak, Haoran Wei, Shengchao Liu, Simon Blackburn, Karam M. J. Thomas, Connor W. Coley, Jian Tang, Sarath Chandar, Yoshua Bengio

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving.

Siheng Chen, Sufeng Niu, Tian Lan, Baoan Liu

CoRR, 2019

Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction.

Ju Lin, Sufeng Niu, Zice Wei, Xiang Lan, Adriaan J. de Lind van Wijngaarden, Melissa C. Smith, Kuang-Ching Wang

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

PCT: Large-Scale 3d Point Cloud Representations Via Graph Inception Networks with Applications to Autonomous Driving.

Siheng Chen, Sufeng Niu, Tian Lan, Baoan Liu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Generalized Value Iteration Networks: Life Beyond Lattices.

Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm.

Siheng Chen, Sufeng Niu, Leman Akoglu, Jelena Kovacevic, Christos Faloutsos

CoRR, 2017

Stochastically approximated multiobjective optimization of dual input digital Doherty Power Amplifier.

Sufeng Niu, A. M. Koushik, Rui Ma, Koon Hoo Teo, Shintaro Shinjo, Yuji Komatsuzaki

Proceedings of the 10th IEEE International Workshop on Computational Intelligence and Applications, 2017

2014

Combining Hadoop and GPU to preprocess large Affymetrix microarray data.

Sufeng Niu, Guangyu Yang, Nilim Sarma, Pengfei Xuan, Melissa C. Smith, Pradip K. Srimani, Feng Luo

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Hardware and software design for QR Decomposition Recursive Least Square algorithm.

Sufeng Niu, Sizhou Wang, Semih Aslan, Jafar Saniie

Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013

System architecture of intelligent personal communication node for body sensor network.

Won-Jae Yi, Sufeng Niu, Thomas Gonnot, Jafar Saniie

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

FPGA based architectures for high performance adaptive FIR filter systems.

Sufeng Niu, Semih Aslan, Jafar Saniie

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2012

FPGA implementation of fast QR decomposition based on givens rotation.

Semih Aslan, Sufeng Niu, Jafar Saniie

Proceedings of the 55th IEEE International Midwest Symposium on Circuits and Systems, 2012