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PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks

Sep 10, 2021
Jiankai Sun, De-An Huang, Bo Lu, Yun-Hui Liu, Bolei Zhou, Animesh Garg

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Defending against Reconstruction Attack in Vertical Federated Learning

Jul 21, 2021
Jiankai Sun, Yuanshun Yao, Weihao Gao, Junyuan Xie, Chong Wang

* Accepted to International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21) 

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Vertical Federated Learning without Revealing Intersection Membership

Jun 10, 2021
Jiankai Sun, Xin Yang, Yuanshun Yao, Aonan Zhang, Weihao Gao, Junyuan Xie, Chong Wang

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Label Leakage and Protection in Two-party Split Learning

Feb 17, 2021
Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang

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Deep Retrieval: An End-to-End Learnable Structure Model for Large-Scale Recommendations

Jul 12, 2020
Weihao Gao, Xiangjun Fan, Jiankai Sun, Kai Jia, Wenzhi Xiao, Chong Wang, Xiaobing Liu

* 13 pages, 4 figures 

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Transferable Active Grasping and Real Embodied Dataset

Apr 28, 2020
Xiangyu Chen, Zelin Ye, Jiankai Sun, Yuda Fan, Fang Hu, Chenxi Wang, Cewu Lu

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SegVoxelNet: Exploring Semantic Context and Depth-aware Features for 3D Vehicle Detection from Point Cloud

Feb 13, 2020
Hongwei Yi, Shaoshuai Shi, Mingyu Ding, Jiankai Sun, Kui Xu, Hui Zhou, Zhe Wang, Sheng Li, Guoping Wang

* Accepted by ICRA2020 

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Learning Driving Decisions by Imitating Drivers' Control Behaviors

Nov 30, 2019
Junning Huang, Sirui Xie, Jiankai Sun, Qiurui Ma, Chunxiao Liu, Jianping Shi, Dahua Lin, Bolei Zhou

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An End-to-End Framework for Cold Question Routing in Community Question Answering Services

Nov 22, 2019
Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy

* arXiv admin note: text overlap with arXiv:1807.00462 

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GDRQ: Group-based Distribution Reshaping for Quantization

Aug 05, 2019
Haibao Yu, Tuopu Wen, Guangliang Cheng, Jiankai Sun, Qi Han, Jianping Shi

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Cross-view Semantic Segmentation for Sensing Surroundings

Jun 09, 2019
Bowen Pan, Jiankai Sun, Alex Andonian, Aude Oliva, Bolei Zhou

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ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation

Nov 06, 2018
Jiankai Sun, Bortik Bandyopadhyay, Armin Bashizade, Jiongqian Liang, P. Sadayappan, Srinivasan Parthasarathy

* has been accepted to the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), acceptance rate: 1150/7095 = 16.2% 

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Symmetrization for Embedding Directed Graphs

Nov 06, 2018
Jiankai Sun, Srinivasan Parthasarathy

* has been accepted to The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019) Student Abstract and Poster Program 

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NavigationNet: A Large-scale Interactive Indoor Navigation Dataset

Aug 25, 2018
He Huang, Yujing Shen, Jiankai Sun, Cewu Lu

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ColdRoute: Effective Routing of Cold Questions in Stack Exchange Sites

Jul 02, 2018
Jiankai Sun, Abhinav Vishnu, Aniket Chakrabarti, Charles Siegel, Srinivasan Parthasarathy

* @Article{Sun2018, author="Sun, Jiankai and Vishnu, A. and Chakrabarti, A. and Siegel, C. and Parthasarathy, S.", title="ColdRoute: effective routing of cold questions in stack exchange sites", journal="ECML PKDD", year="2018"} 
* Accepted to the Journal Track of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2018); Published by Springer: 

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Semi-supervised Embedding in Attributed Networks with Outliers

Apr 26, 2018
Jiongqian Liang, Peter Jacobs, Jiankai Sun, Srinivasan Parthasarathy

* in Proceedings of SIAM International Conference on Data Mining (SDM'18) 

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QDEE: Question Difficulty and Expertise Estimation in Community Question Answering Sites

Apr 20, 2018
Jiankai Sun, Sobhan Moosavi, Rajiv Ramnath, Srinivasan Parthasarathy

* Accepted in the Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM 2018). June 2018. Stanford, CA, USA 

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