Publications (75)
Progressive Weight Pruning of Deep Neural Networks using ADMM
Shaokai Ye, Tianyun Zhang, Kaiqi Zhang +10
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie +1
Less is More: Learning Prominent and Diverse Topics for Data Summarization
Jian Tang, Cheng Li, Ming Zhang +1
Context-aware Natural Language Generation with Recurrent Neural Networks
Jian Tang, Yifan Yang, Sam Carton +2
Physics with near detectors at a neutrino factory
Jian Tang, Walter Winter
End-to-end Learning for Short Text Expansion
Jian Tang, Yue Wang, Kai Zheng +1
StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNs
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang +8
LINE: Large-scale Information Network Embedding
Jian Tang, Meng Qu, Mingzhe Wang +3
A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning
Ning Liu, Zhe Li, Zhiyuan Xu +5
Study on perturbation schemes for achieving the real PMNS matrix from various symmetric textures
Bin Wang, Jian Tang, Xue-Qian Li
Optimization of the Neutrino Factory, revisited
Sanjib Kumar Agarwalla, Patrick Huber, Jian Tang +1
Pseuduscalar Heavy Quarkonium Decays With Both Relativistic and QCD Radiative Corrections
Kuang-Ta Chao, Han-Wen Huang, Jing-Hua Liu +1
SpecWatch: A Framework for Adversarial Spectrum Monitoring with Unknown Statistics
Ming Li, Dejun Yang, Jian Lin +1
Spectral and Energy Efficiency in Cognitive Radio Systems with Unslotted Primary Users and Sensing Uncertainty
Gozde Ozcan, M. Cenk Gursoy, Jian Tang
Invisible neutrino decays at the MOMENT experiment
Jian Tang, TseChun Wang, Yibing Zhang
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
Liang Zhao, Siyu Liao, Yanzhi Wang +4
Extracting nuclear form factors with coherent neutrino scattering
Emilio Ciuffoli, Jarah Evslin, Qiang Fu +1
Contextualized Non-local Neural Networks for Sequence Learning
Pengfei Liu, Shuaichen Chang, Xuanjing Huang +2
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction
Luchen Liu, Jianhao Shen, Ming Zhang +2
Letter of Intent: Jinping Neutrino Experiment
John F. Beacom, Shaomin Chen, Jianping Cheng +34
The ALOS Dataset for Advert Localization in Outdoor Scenes
Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson +6
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
Zhaocheng Zhu, Shizhen Xu, Meng Qu +1
Data Poisoning Attack against Unsupervised Node Embedding Methods
Mingjie Sun, Jian Tang, Huichen Li +4
A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang +4
Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data
Ning Liu, Ying Liu, Brent Logan +3
An Attention-based Collaboration Framework for Multi-View Network Representation Learning
Meng Qu, Jian Tang, Jingbo Shang +3
Neutrino Physics with JUNO
Fengpeng An, Guangpeng An, Qi An +224
Probing the Nucleon's Transversity Via Two-Meson Production in Polarized Nucleon-Nucleon Collisions
Jian Tang
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework
Yanzhi Wang, Caiwen Ding, Zhe Li +8
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices
Caiwen Ding, Siyu Liao, Yanzhi Wang +13
Requirements for a New Detector at the South Pole Receiving an Accelerator Neutrino Beam
Jian Tang, Walter Winter
Interference Fragmentation Functions and Valence Quark Spin Distributions in the Nucleon
R. L. Jaffe, Xuemin Jin, Jian Tang
A Capsule based Approach for Polyphonic Sound Event Detection
Yaming Liu, Jian Tang, Yan Song +1
Localizing Adverts in Outdoor Scenes
Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson +6
Identity-sensitive Word Embedding through Heterogeneous Networks
Jian Tang, Meng Qu, Qiaozhu Mei
Weakly-supervised Knowledge Graph Alignment with Adversarial Learning
Meng Qu, Jian Tang, Yoshua Bengio
Joint Mode Selection and Resource Allocation for D2D Communications via Vertex Coloring
Yi Li, M. Cenk Gursoy, Senem Velipasalar +1
A case concerning the improved transition probability
Jian Tang, An Min Wang
Neutrino factory in stages: Low energy, high energy, off-axis
Jian Tang, Walter Winter
Chirality and Reliability of Baryon QCD Sum Rules
Xuemin Jin, Jian Tang
Softmax Optimizations for Intel Xeon Processor-based Platforms
Jacek Czaja, Michal Gallus, Tomasz Patejko +1
PandaX-III: Searching for Neutrinoless Double Beta Decay with High Pressure $^{136}$Xe Gas Time Projection Chambers
Xun Chen, Changbo Fu, Javier Galan +67
Restudy on Dark Matter Time-Evolution in the Littlest Higgs model with T-parity
Qing-Peng Qiao, Jian Tang, Xue-Qian Li
Introducing Graph Smoothness Loss for Training Deep Learning Architectures
Myriam Bontonou, Carlos Lassance, Ghouthi Boukli Hacene +3
Session-based Social Recommendation via Dynamic Graph Attention Networks
Weiping Song, Zhiping Xiao, Yifan Wang +3
New QCD Sum Rules for Nucleon Tensor Charge
Xuemin Jin, Jian Tang
Drug-Drug Adverse Effect Prediction with Graph Co-Attention
Andreea Deac, Yu-Hsiang Huang, Petar VeliÄkoviÄ +2
"Look Ma, No Hands!" A Parameter-Free Topic Model
Jian Tang, Ming Zhang, Qiaozhu Mei
A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Generation
Hui Wu, Matrix Yao, Albert Hu +3
Current-driven magnetization switching in a van der Waals ferromagnet Fe3GeTe2
Xiao Wang, Jian Tang, Xiuxin Xia +25
Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
Shaokai Ye, Xiaoyu Feng, Tianyun Zhang +11
Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
Tongtong Yuan, Weihong Deng, Jian Tang +2
Roaming across the Castle Tunnels: an Empirical Study of Inter-App Navigation Behaviors of Android Users
Ziniu Hu, Yun Ma, Qiaozhu Mei +1
PixelSNE: Visualizing Fast with Just Enough Precision via Pixel-Aligned Stochastic Neighbor Embedding
Minjeong Kim, Minsuk Choi, Sunwoong Lee +3
Study of Non-Standard Charged-Current Interactions at the MOMENT experiment
Jian Tang, Yibing Zhang
Energy-Efficient Power Allocation in Cognitive Radio Systems with Imperfect Spectrum Sensing
Gozde Ozcan, M. Cenk Gursoy, Nghi Tran +1
Analysis on Heavy Quarkonia Transitions with Pion Emission in Terms of the QCD Multipole Expansion and Determination of Mass Spectra of Hybrids
Hong-Wei Ke, Jian Tang, Xi-Qing Hao +1
Learning Powerful Policies by Using Consistent Dynamics Model
Shagun Sodhani, Anirudh Goyal, Tristan Deleu +3
Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning
Teng Li, Zhiyuan Xu, Jian Tang +1
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks
Jian Tang, Meng Qu, Qiaozhu Mei
Locality of the Strange Sea in the Nucleon
Xiangdong Ji, Jian Tang
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases
Zhiqing Sun, Jian Tang, Pan Du +2
Phenomenology of Neutrino Oscillations at the Neutrino Factory
Jian Tang
On near detectors at a neutrino factory
Jian Tang, Walter Winter
An Advert Creation System for Next-Gen Publicity
Atul Nautiyal, Killian McCabe, Murhaf Hossari +7
ADNet: A Deep Network for Detecting Adverts
Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson +6
Adversarial Network Embedding
Quanyu Dai, Qiang Li, Jian Tang +1
Interference Fragmentation Functions and the Nucleon's Transversity
R. L. Jaffe, Xuemin Jin, Jian Tang
On the Universal Approximation Property and Equivalence of Stochastic Computing-based Neural Networks and Binary Neural Networks
Yanzhi Wang, Zheng Zhan, Jiayu Li +6
DeepInf: Social Influence Prediction with Deep Learning
Jiezhong Qiu, Jian Tang, Hao Ma +3
Probing Direct and Indirect Unitarity Violation in Future Accelerator Neutrino Facilities
Jian Tang, Yibing Zhang, Yu-Feng Li
Visualizing Large-scale and High-dimensional Data
Jian Tang, Jingzhou Liu, Ming Zhang +1
Sterile neutrinos beyond LSND at the Neutrino Factory
Davide Meloni, Jian Tang, Walter Winter
Experience-driven Networking: A Deep Reinforcement Learning based Approach
Zhiyuan Xu, Jian Tang, Jingsong Meng +4
The CASE Dataset of Candidate Spaces for Advert Implantation
Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson +6