Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Hanlin Tang

PASTO: Strategic Parameter Optimization in Recommendation Systems -- Probabilistic is Better than Deterministic


Aug 20, 2021
Weicong Ding, Hanlin Tang, Jingshuo Feng, Lei Yuan, Sen Yang, Guangxu Yang, Jie Zheng, Jing Wang, Qiang Su, Dong Zheng, Xuezhong Qiu, Yongqi Liu, Yuxuan Chen, Yang Liu, Chao Song, Dongying Kong, Kai Ren, Peng Jiang, Qiao Lian, Ji Liu


  Access Paper or Ask Questions

On the geometry of generalization and memorization in deep neural networks


May 30, 2021
Cory Stephenson, Suchismita Padhy, Abhinav Ganesh, Yue Hui, Hanlin Tang, SueYeon Chung

* ICLR 2021 

  Access Paper or Ask Questions

Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models


Apr 15, 2021
Matteo Alleman, Jonathan Mamou, Miguel A Del Rio, Hanlin Tang, Yoon Kim, SueYeon Chung

* 12 pages, 7 figures 

  Access Paper or Ask Questions

1-bit LAMB: Communication Efficient Large-Scale Large-Batch Training with LAMB's Convergence Speed


Apr 13, 2021
Conglong Li, Ammar Ahmad Awan, Hanlin Tang, Samyam Rajbhandari, Yuxiong He


  Access Paper or Ask Questions

1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed


Feb 04, 2021
Hanlin Tang, Shaoduo Gan, Ammar Ahmad Awan, Samyam Rajbhandari, Conglong Li, Xiangru Lian, Ji Liu, Ce Zhang, Yuxiong He

* arXiv admin note: text overlap with arXiv:2008.11343 

  Access Paper or Ask Questions

APMSqueeze: A Communication Efficient Adam-Preconditioned Momentum SGD Algorithm


Aug 28, 2020
Hanlin Tang, Shaoduo Gan, Samyam Rajbhandari, Xiangru Lian, Ji Liu, Yuxiong He, Ce Zhang


  Access Paper or Ask Questions

Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning


Jul 14, 2020
Shauharda Khadka, Estelle Aflalo, Mattias Marder, Avrech Ben-David, Santiago Miret, Hanlin Tang, Shie Mannor, Tamir Hazan, Somdeb Majumdar


  Access Paper or Ask Questions

Emergence of Separable Manifolds in Deep Language Representations


Jun 06, 2020
Jonathan Mamou, Hang Le, Miguel Del Rio, Cory Stephenson, Hanlin Tang, Yoon Kim, SueYeon Chung

* 8 pages. 8 figures. Accepted to ICML 2020 

  Access Paper or Ask Questions

Untangling in Invariant Speech Recognition


Mar 03, 2020
Cory Stephenson, Jenelle Feather, Suchismita Padhy, Oguz Elibol, Hanlin Tang, Josh McDermott, SueYeon Chung

* Advances in Neural Information Processing Systems. 2019 

  Access Paper or Ask Questions

Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks


Jan 16, 2020
Léopold Cambier, Anahita Bhiwandiwalla, Ting Gong, Mehran Nekuii, Oguz H Elibol, Hanlin Tang


  Access Paper or Ask Questions

Mimic The Raw Domain: Accelerating Action Recognition in the Compressed Domain


Nov 20, 2019
Barak Battash, Haim Barad, Hanlin Tang, Amit Bleiweiss


  Access Paper or Ask Questions

MLPerf Inference Benchmark


Nov 06, 2019
Vijay Janapa Reddi, Christine Cheng, David Kanter, Peter Mattson, Guenther Schmuelling, Carole-Jean Wu, Brian Anderson, Maximilien Breughe, Mark Charlebois, William Chou, Ramesh Chukka, Cody Coleman, Sam Davis, Pan Deng, Greg Diamos, Jared Duke, Dave Fick, J. Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B. Jablin, Jeff Jiao, Tom St. John, Pankaj Kanwar, David Lee, Jeffery Liao, Anton Lokhmotov, Francisco Massa, Peng Meng, Paulius Micikevicius, Colin Osborne, Gennady Pekhimenko, Arun Tejusve Raghunath Rajan, Dilip Sequeira, Ashish Sirasao, Fei Sun, Hanlin Tang, Michael Thomson, Frank Wei, Ephrem Wu, Lingjie Xu, Koichi Yamada, Bing Yu, George Yuan, Aaron Zhong, Peizhao Zhang, Yuchen Zhou


  Access Paper or Ask Questions

MLPerf Training Benchmark


Oct 30, 2019
Peter Mattson, Christine Cheng, Cody Coleman, Greg Diamos, Paulius Micikevicius, David Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debojyoti Dutta, Udit Gupta, Kim Hazelwood, Andrew Hock, Xinyuan Huang, Bill Jia, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Guokai Ma, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia


  Access Paper or Ask Questions

Central Server Free Federated Learning over Single-sided Trust Social Networks


Oct 11, 2019
Chaoyang He, Conghui Tan, Hanlin Tang, Shuang Qiu, Ji Liu


  Access Paper or Ask Questions

Using Image Priors to Improve Scene Understanding


Oct 02, 2019
Brigit Schroeder, Hanlin Tang, Alexandre Alahi

* Accepted to Women in Computer Vision (WiCV) Workshop at CVPR 2019 

  Access Paper or Ask Questions

Triplet-Aware Scene Graph Embeddings


Sep 19, 2019
Brigit Schroeder, Subarna Tripathi, Hanlin Tang

* Accepted to Scene Graph Representation Learning workshop at ICCV 2019 

  Access Paper or Ask Questions

$\texttt{DeepSqueeze}$: Decentralization Meets Error-Compensated Compression


Aug 03, 2019
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu


  Access Paper or Ask Questions

$\texttt{DeepSqueeze}$: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression


Jul 17, 2019
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu


  Access Paper or Ask Questions

Generalization to Novel Objects using Prior Relational Knowledge


Jun 26, 2019
Varun Kumar Vijay, Abhinav Ganesh, Hanlin Tang, Arjun Bansal


  Access Paper or Ask Questions

Amur Tiger Re-identification in the Wild


Jun 14, 2019
Shuyuan Li, Jianguo Li, Weiyao Lin, Hanlin Tang

* rearrangement 

  Access Paper or Ask Questions

DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression


May 15, 2019
Hanlin Tang, Xiangru Lian, Tong Zhang, Ji Liu


  Access Paper or Ask Questions

Compact Scene Graphs for Layout Composition and Patch Retrieval


Apr 19, 2019
Subarna Tripathi, Sharath Nittur Sridhar, Sairam Sundaresan, Hanlin Tang

* To appear in CVPRW 2019 (CEFRL) 

  Access Paper or Ask Questions

SpaceNet MVOI: a Multi-View Overhead Imagery Dataset


Mar 28, 2019
Nicholas Weir, David Lindenbaum, Alexei Bastidas, Adam Van Etten, Sean McPherson, Jacob Shermeyer, Varun Kumar, Hanlin Tang


  Access Paper or Ask Questions

Using Scene Graph Context to Improve Image Generation


Jan 15, 2019
Subarna Tripathi, Anahita Bhiwandiwalla, Alexei Bastidas, Hanlin Tang

* arXiv admin note: text overlap with arXiv:1804.01622 by other authors 

  Access Paper or Ask Questions

Distributed Learning over Unreliable Networks


Oct 17, 2018
Hanlin Tang, Chen Yu, Cedric Renggli, Simon Kassing, Ankit Singla, Dan Alistarh, Ji Liu, Ce Zhang


  Access Paper or Ask Questions

Communication Compression for Decentralized Training


Sep 27, 2018
Hanlin Tang, Shaoduo Gan, Ce Zhang, Tong Zhang, Ji Liu


  Access Paper or Ask Questions