Publications (67)
Deep Nearest Class Mean Model for Incremental Odor Classification
Yu Cheng, Angus Wong, Kevin Hung +3
Scalable Parallel Factorizations of SDD Matrices and Efficient Sampling for Gaussian Graphical Models
Dehua Cheng, Yu Cheng, Yan Liu +2
High-Dimensional Robust Mean Estimation in Nearly-Linear Time
Yu Cheng, Ilias Diakonikolas, Rong Ge
Mixture Selection, Mechanism Design, and Signaling
Yu Cheng, Ho Yee Cheung, Shaddin Dughmi +3
Joint Optimization of Scheduling and Power Control in Wireless Networks: Multi-Dimensional Modeling and Decomposition
Lu Liu, Yu Cheng, Xianghui Cao +3
Beamforming Design for Max-Min Fair SWIPT in Green Cloud-RAN with Wireless Fronthaul
Zhao Chen, Haisheng Xu, Lin X. Cai +1
S3Pool: Pooling with Stochastic Spatial Sampling
Shuangfei Zhai, Hui Wu, Abhishek Kumar +4
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing
Jian Zhao, Jianshu Li, Yu Cheng +4
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification
Yongxi Lu, Abhishek Kumar, Shuangfei Zhai +3
Formal Representation of the SS-DB Benchmark and Experimental Evaluation in EXTASCID
Yu Cheng, Florin Rusu
Molecular Bullets in A High-mass Protostar
Yu Cheng, Keping Qiu, Qizhou Zhang +3
Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding
Zihao Zhu, Changchang Yin, Buyue Qian +3
Secure Key Establishment for Device-to-Device Communications
Wenlong Shen, Weisheng Hong, Xianghui Cao +3
Energy-Throughput Tradeoff in Sustainable Cloud-RAN with Energy Harvesting
Zhao Chen, Ziru Chen, Lin X. Cai +1
Hardness Results for Signaling in Bayesian Zero-Sum and Network Routing Games
Umang Bhaskar, Yu Cheng, Young Kun Ko +1
A Deterministic Protocol for Sequential Asymptotic Learning
Yu Cheng, Wade Hann-Caruthers, Omer Tamuz
MMD GAN: Towards Deeper Understanding of Moment Matching Network
Chun-Liang Li, Wei-Cheng Chang, Yu Cheng +2
Energy Efficient Massive MIMO through Distributed Precoder Design
Shuai Zhang, Lu Liu, Yu Cheng +4
Robust Learning of Fixed-Structure Bayesian Networks
Yu Cheng, Ilias Diakonikolas, Daniel Kane +1
Real-Time Misbehavior Detection in IEEE 802.11e Based WLANs
Xianghui Cao, Lu Liu, Wenlong Shen +2
Signaling in Quasipolynomial time
Yu Cheng, Ho Yee Cheung, Shaddin Dughmi +1
Doubly Convolutional Neural Networks
Shuangfei Zhai, Yu Cheng, Weining Lu +1
Turbulence Spectra in the Stable Atmospheric Boundary Layer
Yu Cheng, Qi Li, Stefania Argentini +2
Group Fairness in Committee Selection
Yu Cheng, Zhihao Jiang, Kamesh Munagala +1
Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data
Jing Wang, Yu Cheng, Rogerio Schmidt Feris
Deep Structured Energy Based Models for Anomaly Detection
Shuangfei Zhai, Yu Cheng, Weining Lu +1
The Core Mass Function in the Massive Protocluster G286.21+0.17 revealed by ALMA
Yu Cheng, Jonathan C. Tan, Mengyao Liu +4
Well-Supported versus Approximate Nash Equilibria: Query Complexity of Large Games
Xi Chen, Yu Cheng, Bo Tang
A Distributed Secure Outsourcing Scheme for Solving Linear Algebraic Equations in Ad Hoc Clouds
Wenlong Shen, Bo Yin, Xianghui Cao +1
An exploration of parameter redundancy in deep networks with circulant projections
Yu Cheng, Felix X. Yu, Rogerio S. Feris +3
Sobolev GAN
Youssef Mroueh, Chun-Liang Li, Tom Sercu +2
A Unified Sampling and Scheduling Approach for Status Update in Multiaccess Wireless Networks
Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu +1
Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification
Shuangjie Xu, Yu Cheng, Kang Gu +3
Throughput Analysis and Energy Efficiency Optimization for Standalone LTE-U Networks with Randomly Delayed CSI
Hangguan Shan, Taojie Qin, Guanding Yu +3
The Core Mass Function Across Galactic Environments. II. Infrared Dark Cloud Clumps
Mengyao Liu, Jonathan C. Tan, Yu Cheng +1
On the Distortion of Voting with Multiple Representative Candidates
Yu Cheng, Shaddin Dughmi, David Kempe
Of the People: Voting Is More Effective with Representative Candidates
Yu Cheng, Shaddin Dughmi, David Kempe
On the Power-law Scaling of Turbulence Cospectra Part 1: Stably Stratified Atmospheric Boundary Layer
Yu Cheng, Qi Li, Andrey Grachev +3
Dialog-based Interactive Image Retrieval
Xiaoxiao Guo, Hui Wu, Yu Cheng +3
Workload-Driven Vertical Partitioning for Effective Query Processing over Raw Data
Weijie Zhao, Yu Cheng, Florin Rusu
A Stochastic Geometry Analysis of Energy Harvesting in Large Scale Wireless Networks
Ziru Chen, Zhao Chen, Lin X. Cai +2
Spectral Sparsification of Random-Walk Matrix Polynomials
Dehua Cheng, Yu Cheng, Yan Liu +2
Few-shot Learning with Meta Metric Learners
Yu Cheng, Mo Yu, Xiaoxiao Guo +1
OLA-RAW: Scalable Exploration over Raw Data
Yu Cheng, Weijie Zhao, Florin Rusu
Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition
Jian Zhao, Yu Cheng, Yi Cheng +12
A Simple Mechanism for a Budget-Constrained Buyer
Yu Cheng, Nick Gravin, Kamesh Munagala +1
POP-CNN: Predicting Odor's Pleasantness with Convolutional Neural Network
Danli Wu, Yu Cheng, Dehan Luo +3
Deep Multimodality Model for Multi-task Multi-view Learning
Lecheng Zheng, Yu Cheng, Jingrui He
Ghost-in-the-Wireless: Energy Depletion Attack on ZigBee
Devu Manikantan Shila, Xianghui Cao, Yu Cheng +3
Playing Anonymous Games using Simple Strategies
Yu Cheng, Ilias Diakonikolas, Alistair Stewart
On Optimizing Energy Efficiency in Multi-Radio Multi-Channel Wireless Networks
Lu Liu, Xianghui Cao, Yu Cheng +1
A Hybrid Approach for Efficient Wireless Information and Power Transfer in Green C-RAN
Xu Li, Zhao Chen, Aurobinda Laha +3
Spatial-Temporal Synergic Residual Learning for Video Person Re-Identification
Xinxing Su, Yingtian Zou, Yu Cheng +3
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records
Zhengping Che, Yu Cheng, Shuangfei Zhai +2
Non-Convex Matrix Completion Against a Semi-Random Adversary
Yu Cheng, Rong Ge
CONCERT: A Cloud-Based Architecture for Next-generation Cellular Systems
Jingchu Liu, Tao Zhao, Sheng Zhou +2
StoryGAN: A Sequential Conditional GAN for Story Visualization
Yitong Li, Zhe Gan, Yelong Shen +6
Defending Against DDoS Attacks in Bloom Filter based Multicasting
Xiaohua Tian, Wei Liu, Yu Cheng
Diverse Few-Shot Text Classification with Multiple Metrics
Mo Yu, Xiaoxiao Guo, Jinfeng Yi +6
Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding
Zhengping Che, Yu Cheng, Zhaonan Sun +1
Generative Adversarial Networks as Variational Training of Energy Based Models
Shuangfei Zhai, Yu Cheng, Rogerio Feris +1
Faster Algorithms for High-Dimensional Robust Covariance Estimation
Yu Cheng, Ilias Diakonikolas, Rong Ge +1
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
Xi Ouyang, Yu Cheng, Yifan Jiang +2
A Survey on Array Storage, Query Languages, and Systems
Florin Rusu, Yu Cheng
Energy Efficient Spectrum Sensing for State Estimation over A Wireless Channel
Xianghui Cao, Xiangwei Zhou, Yu Cheng
Diffie-Hellman in the Air: A Link Layer Approach for In-Band Wireless Pairing
Wenlong Shen, Yu Cheng, Bo Yin +2
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog
Zhe Gan, Yu Cheng, Ahmed El Kholy +3