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Tianyi Liu
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2020 – today
- 2022
- [j20]Yingke Li
, Tianyi Liu, Enlu Zhou
, Fumin Zhang
:
Bayesian Learning Model Predictive Control for Process-Aware Source Seeking. IEEE Control. Syst. Lett. 6: 692-697 (2022) - [j19]Xiangming Zhang, Fanglai Zhu, Jiancheng Zhang, Tianyi Liu:
Attack isolation and location for a complex network cyber-physical system via zonotope theory. Neurocomputing 469: 239-250 (2022) - [j18]Jiandian Zeng, Tianyi Liu, Weijia Jia, Jiantao Zhou:
Relation construction for aspect-level sentiment classification. Inf. Sci. 586: 209-223 (2022) - [j17]Tianyi Liu, Yan Wang, Xiaoji Niu, Le Chang, Tisheng Zhang, Jingnan Liu:
LiDAR Odometry by Deep Learning-Based Feature Points with Two-Step Pose Estimation. Remote. Sens. 14(12): 2764 (2022) - [j16]Tianyi Liu, Shuoyuan Wang, Yue Liu, Weiming Quan, Lei Zhang
:
A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices. J. Supercomput. 78(5): 6696-6716 (2022) - [c46]Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao:
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. AISTATS 2022: 2784-2802 - [c45]Yihan Zhang, Chang Xue, Xiao Wang, Tianyi Liu, Jihang Gao, Peiyu Chen, Jinguang Liu, Linan Sun, Linxiao Shen, Jiayoon Ru, Le Ye, Ru Huang:
Single-Mode CMOS 6T-SRAM Macros With Keeper-Loading-Free Peripherals and Row-Separate Dynamic Body Bias Achieving 2.53fW/bit Leakage for AIoT Sensing Platforms. ISSCC 2022: 184-186 - [c44]Gösta Grahne, Tianyi Liu, Nematollaah Shiri:
Universal provenance for regular path queries. TaPP 2022: 4:1-4:7 - [i18]Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao:
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. CoRR abs/2202.03535 (2022) - [i17]Jiandian Zeng, Tianyi Liu, Jiantao Zhou:
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities. CoRR abs/2204.13707 (2022) - [i16]Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Kilian Q. Weinberger, Chong Wang:
Differentially Private Multi-Party Data Release for Linear Regression. CoRR abs/2206.07998 (2022) - 2021
- [j15]Tianyi Liu
, Xiaoyan Ma
, Fanglai Zhu
, Maurice Fadel
:
Reduced-Order Feedback Linearization for Independent Torque Control of a Dual Parallel-PMSM System. IEEE Access 9: 27405-27415 (2021) - [j14]Jiandian Zeng, Tianyi Liu, Weijia Jia, Jiantao Zhou:
Fine-grained Question-Answer sentiment classification with hierarchical graph attention network. Neurocomputing 457: 214-224 (2021) - [j13]Xinsong Zhang
, Tianyi Liu
, Pengshuai Li, Weijia Jia
, Hai Zhao
:
Robust Neural Relation Extraction via Multi-Granularity Noises Reduction. IEEE Trans. Knowl. Data Eng. 33(9): 3297-3310 (2021) - [j12]Jing Wu, Hong Guo
, Yuan Wen, Wei Hu, Yining Li, Tianyi Liu, Xiaoming Liu:
Medical Big Data Analysis with Attention and Large Margin Loss Model for Skin Lesion Application. J. Signal Process. Syst. 93(7): 827-839 (2021) - [c43]Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao:
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization. AISTATS 2021: 1891-1899 - [c42]Hong Guo, Tianyi Liu, Fang Liu, Yining Li, Wei Hu:
Chinese Text Classification Model Based On Bert And Capsule Network Structure. BigDataSecurity 2021: 105-110 - [c41]Jiaheng Zhang, Tianyi Liu, Weijie Wang, Yinuo Zhang, Dawn Song, Xiang Xie, Yupeng Zhang:
Doubly Efficient Interactive Proofs for General Arithmetic Circuits with Linear Prover Time. CCS 2021: 159-177 - [c40]Tianyi Liu, Xiang Xie, Yupeng Zhang:
zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy. CCS 2021: 2968-2985 - [c39]Xiangyu Lin, Tianyi Liu, Weijia Jia, Zhiguo Gong:
Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning. EMNLP (1) 2021: 165-174 - [c38]Yuheng Song, Tianyi Liu, Weijia Jia:
Data Diversification Revisited: Why Does It Work? ICANN (3) 2021: 521-533 - [c37]Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento:
A Parallel Algorithm for Phase Retrieval with Dictionary Learning. ICASSP 2021: 5619-5623 - [c36]Dongshuo Zhao, Yudong Liu, Xiaojing Zhang, Tianyi Liu, Zhi Hu, Yiran Zheng:
The Business Structure of a Metrology Institution Based on Linear Regression Analysis. ICSAI 2021: 1-7 - [c35]Tianyi Liu, Wei Hu, Fang Liu, Yining Li:
Sentiment Analysis for MOOC Course Reviews. ICPCSEE (2) 2021: 78-87 - [c34]Xiaoyan Ma, Tianyi Liu, Rahim Kacimi, Riadh Dhaou, Song Liu:
Duration-aware Data Collection in UAV-aided Mobile Sensor Networks. IWCMC 2021: 394-399 - [c33]Sen He, Tianyi Liu, Palden Lama, Jaewoo Lee, In Kee Kim, Wei Wang:
Performance Testing for Cloud Computing with Dependent Data Bootstrapping. ASE 2021: 666-678 - [c32]Kele Huang
, Fuxin Zhang
, Cun Li
, Gen Niu
, Junrong Wu
, Tianyi Liu
:
BTMMU: an efficient and versatile cross-ISA memory virtualization. VEE 2021: 71-83 - [c31]Elba Garza, Gururaj Saileshwar, Udit Gupta, Tianyi Liu, Abdulrahman Mahmoud, Saugata Ghose, Joel S. Emer:
Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future. WCAE 2021: 1-9 - [c30]Tianyi Liu, Yifan Lin, Enlu Zhou:
A Bayesian Approach to Online Simulation Optimization with Streaming Input Data. WSC 2021: 1-12 - [i15]Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao:
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization. CoRR abs/2102.12430 (2021) - [i14]Alphonsus Adu-Bredu, Noah Del Coro, Tianyi Liu:
GODSAC*: Graph Optimized DSAC* for Robot Relocalization. CoRR abs/2105.00546 (2021) - [i13]Khaled Ardah, Martin Haardt, Tianyi Liu, Frederic Matter, Marius Pesavento, Marc E. Pfetsch:
Recovery under Side Constraints. CoRR abs/2106.09375 (2021) - [i12]Guojing Cong, Tianyi Liu:
Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum. CoRR abs/2110.00625 (2021) - [i11]Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang:
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation. CoRR abs/2112.05587 (2021) - [i10]Tianyi Liu, Xiang Xie, Yupeng Zhang:
zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy. IACR Cryptol. ePrint Arch. 2021: 673 (2021) - 2020
- [j11]Ruohua Yan, Tianyi Liu, Yaguang Peng
, XiaoXia Peng
:
Can statistical adjustment guided by causal inference improve the accuracy of effect estimation? A simulation and empirical research based on meta-analyses of case-control studies. BMC Medical Informatics Decis. Mak. 20(1): 333 (2020) - [j10]Tianyi Liu, Ruyu Luo, Fangmin Xu, Chaoqiong Fan, Chenglin Zhao:
Distributed Learning Based Joint Communication and Computation Strategy of IoT Devices in Smart Cities. Sensors 20(4): 973 (2020) - [j9]Xiaoyan Ma
, Tianyi Liu
, Song Liu, Rahim Kacimi
, Riadh Dhaou:
Priority-Based Data Collection for UAV-Aided Mobile Sensor Network. Sensors 20(11): 3034 (2020) - [j8]Le Chang, Xiaoji Niu
, Tianyi Liu:
GNSS/IMU/ODO/LiDAR-SLAM Integrated Navigation System Using IMU/ODO Pre-Integration. Sensors 20(17): 4702 (2020) - [j7]Tianyi Liu, Le Chang, Xiaoji Niu
, Jingnan Liu:
Pole-Like Object Extraction and Pole-Aided GNSS/IMU/LiDAR-SLAM System in Urban Area. Sensors 20(24): 7145 (2020) - [j6]Helin Zhu, Tianyi Liu, Enlu Zhou
:
Risk Quantification in Stochastic Simulation under Input Uncertainty. ACM Trans. Model. Comput. Simul. 30(1): 1:1-1:24 (2020) - [c29]Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao:
Regularized Attentive Capsule Network for Overlapped Relation Extraction. COLING 2020: 6388-6398 - [c28]Guojing Cong, Brian Kingsbury, Chih-Chieh Yang, Tianyi Liu:
Fast Training of Deep Neural Networks for Speech Recognition. ICASSP 2020: 6884-6888 - [c27]Minshuo Chen, Yizhou Wang, Tianyi Liu, Zhuoran Yang, Xingguo Li, Zhaoran Wang, Tuo Zhao:
On Computation and Generalization of Generative Adversarial Imitation Learning. ICLR 2020 - [c26]Xingran Wang, Tianyi Liu
, Minh Trinh-Hoang, Marius Pesavento:
GPU-accelerated parallel optimization for sparse regularization. SAM 2020: 1-5 - [c25]Tianyi Liu, Sen He, Sunzhou Huang, Danny Tsang, Lingjia Tang, Jason Mars, Wei Wang:
A Benchmarking Framework for Interactive 3D Applications in the Cloud. MICRO 2020: 881-894 - [c24]Guojing Cong, Tianyi Liu:
Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum. MLHPC/AI4S@SC 2020: 29-39 - [c23]Wei Hu, Huanhuan Sheng, Jing Wu, Yining Li, Tianyi Liu, Yonghao Wang
, Yuan Wen:
Generative Adversarial Training for Weakly Supervised Nuclei Instance Segmentation. SMC 2020: 3649-3654 - [c22]Tianyi Liu, Enlu Zhou:
Simulation Optimization by Reusing Past Replications: Don't Be Afraid of Dependence. WSC 2020: 2923-2934 - [i9]Minshuo Chen, Yizhou Wang
, Tianyi Liu, Zhuoran Yang, Xingguo Li, Zhaoran Wang, Tuo Zhao:
On Computation and Generalization of Generative Adversarial Imitation Learning. CoRR abs/2001.02792 (2020) - [i8]Tianyi Liu, Sen He, Sunzhou Huang, Danny Tsang, Lingjia Tang, Jason Mars, Wei Wang:
A Benchmarking Framework for Interactive 3D Applications in the Cloud. CoRR abs/2006.13378 (2020) - [i7]Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao:
Regularized Attentive Capsule Network for Overlapped Relation Extraction. CoRR abs/2012.10187 (2020)
2010 – 2019
- 2019
- [j5]Le Chang, Xiaoji Niu
, Tianyi Liu, Jian Tang, Chuang Qian:
GNSS/INS/LiDAR-SLAM Integrated Navigation System Based on Graph Optimization. Remote. Sens. 11(9): 1009 (2019) - [c21]Yongjian You, Weijia Jia, Tianyi Liu, Wenmian Yang
:
Improving Abstractive Document Summarization with Salient Information Modeling. ACL (1) 2019: 2132-2141 - [c20]Tianyi Liu
, Minh Trinh-Hoang, Yang Yang, Marius Pesavento:
A Block Coordinate Descent Algorithm for Sparse Gaussian Graphical Model Inference with Laplacian Constraints. CAMSAP 2019: 236-240 - [c19]Tianyi Liu
, Minh Trinh-Hoang, Yang Yang, Marius Pesavento:
A Parallel optimization Approach on the Infinity Norm Minimization Problem. EUSIPCO 2019: 1-5 - [c18]Mo Zhou, Tianyi Liu, Yan Li, Dachao Lin, Enlu Zhou, Tuo Zhao:
Toward Understanding the Importance of Noise in Training Neural Networks. ICML 2019: 7594-7602 - [c17]Wei Hu, Shuang Chen, Zhenhao Li, Tianyi Liu, Yining Li:
Data Optimization CNN Accelerator Design on FPGA. ISPA/BDCloud/SocialCom/SustainCom 2019: 294-299 - [c16]Tianyi Liu, Minshuo Chen, Mo Zhou, Simon S. Du, Enlu Zhou, Tuo Zhao:
Towards Understanding the Importance of Shortcut Connections in Residual Networks. NeurIPS 2019: 7890-7900 - [i6]Mo Zhou, Tianyi Liu, Yan Li, Dachao Lin, Enlu Zhou, Tuo Zhao:
Towards Understanding the Importance of Noise in Training Neural Networks. CoRR abs/1909.03172 (2019) - [i5]Tianyi Liu, Minshuo Chen, Mo Zhou, Simon S. Du, Enlu Zhou, Tuo Zhao:
Towards Understanding the Importance of Shortcut Connections in Residual Networks. CoRR abs/1909.04653 (2019) - 2018
- [c15]Tianyi Liu, Xinsong Zhang, Wanhao Zhou, Weijia Jia:
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning. EMNLP 2018: 2195-2204 - [c14]Tianyi Liu, Shiyang Li, Jianping Shi, Enlu Zhou, Tuo Zhao:
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization. NeurIPS 2018: 3686-3696 - [c13]Sam Silvestro, Hongyu Liu, Tianyi Liu, Zhiqiang Lin, Tongping Liu:
Guarder: A Tunable Secure Allocator. USENIX Security Symposium 2018: 117-133 - [c12]Enlu Zhou, Tianyi Liu:
Online Quantification of input uncertainty for parametric Models. WSC 2018: 1587-1598 - [i4]Tianyi Liu, Zhehui Chen, Enlu Zhou, Tuo Zhao:
Toward Deeper Understanding of Nonconvex Stochastic Optimization with Momentum using Diffusion Approximations. CoRR abs/1802.05155 (2018) - [i3]Tianyi Liu, Shiyang Li, Jianping Shi, Enlu Zhou, Tuo Zhao:
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization. CoRR abs/1806.01660 (2018) - [i2]Tianyi Liu, Xinsong Zhang, Wanhao Zhou, Weijia Jia:
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning. CoRR abs/1808.06738 (2018) - 2017
- [c11]Paris (Pei-Ting) Hsu, Jingshu Zhao, Kehan Liao, Tianyi Liu, Chen Wang:
AllergyBot: A Chatbot Technology Intervention for Young Adults with Food Allergies Dining Out. CHI Extended Abstracts 2017: 74-79 - [c10]Qian Wang, Shaoyu Wang, Xiaofeng Zhu
, Tianyi Liu, Zachary Humphrey, Vladimir Ghukasyan, Mike Conway, Erik Scott, Giulia Fragola, Kira Bradford, Mark J. Zylka, Ashok K. Krishnamurthy, Jason L. Stein
, Guorong Wu:
Accurate and High Throughput Cell Segmentation Method for Mouse Brain Nuclei Using Cascaded Convolutional Neural Network. Patch-MI@MICCAI 2017: 55-62 - [c9]Yang Xu, Shuwen Liu, Binglu Wang, Tianyi Liu, Zhengnan Liu:
Share-housing allocation information service system based on Pareto optimality. SNPD 2017: 419-424 - 2016
- [j4]Yi Bu, Tianyi Liu, Win-Bin Huang
:
MACA: a modified author co-citation analysis method combined with general descriptive metadata of citations. Scientometrics 108(1): 143-166 (2016) - [j3]Lin Ma, Zheng You, Tianyi Liu, Shuai Shi
:
Coupled Integration of CSAC, MIMU, and GNSS for Improved PNT Performance. Sensors 16(5): 682 (2016) - [j2]Fengtian Han
, Tianyi Liu, Linlin Li, Qiuping Wu:
Design and Fabrication of a Differential Electrostatic Accelerometer for Space-Station Testing of the Equivalence Principle. Sensors 16(8): 1262 (2016) - [j1]Ruonan Wu, Qiuping Wu, Fengtian Han
, Tianyi Liu, Peida Hu, Haixia Li:
Gravity Compensation Using EGM2008 for High-Precision Long-Term Inertial Navigation Systems. Sensors 16(12): 2177 (2016) - [c8]Ye Yuan, Li Mi, Tianyi Liu, Zhong Shen:
Storytelling in VR: light chaser's VR short film sent. SIGGRAPH VR Village 2016: 19:1 - 2015
- [c7]Tianyi Liu, Fei Jiang, Yiqun Liu, Min Zhang, Shaoping Ma:
Do Photos Help Express Our Feelings: Incorporating Multimodal Features into Microblog Sentiment Analysis. SMP 2015: 63-73 - [i1]Tianyi Liu, Shuangsang Fang, Yuehui Zhao, Peng Wang, Jun Zhang:
Implementation of Training Convolutional Neural Networks. CoRR abs/1506.01195 (2015) - 2014
- [c6]Tianyi Liu, Ulrich Bihr, Joachim Becker, Jens Anders
, Maurits Ortmanns:
Live demonstration: In vivo verification of a 100 Mbps transcutaneous optical telemetric link. BioCAS 2014: 186 - [c5]Tianyi Liu, Ulrich Bihr, Joachim Becker, Jens Anders
, Maurits Ortmanns:
In vivo verification of a 100 Mbps transcutaneous optical telemetric link. BioCAS 2014: 580-583 - [c4]Tianyi Liu, Ulrich Bihr, Jens Anders
, Maurits Ortmanns:
Performance evaluation of a low power optical wireless link for biomedical data transfer. ISCAS 2014: 870-873 - 2013
- [c3]Tianyi Liu, Jens Anders
, Maurits Ortmanns:
Design optimization of the optical receiver in transcutaneous telemetric links. BioCAS 2013: 346-349 - [c2]Tianyi Liu, Jens Anders
, Maurits Ortmanns:
System level model for transcutaneous optical telemetric link. ISCAS 2013: 865-868 - 2012
- [c1]Tianyi Liu, Ulrich Bihr, Syed M. Anis, Maurits Ortmanns:
Optical transcutaneous link for low power, high data rate telemetry. EMBC 2012: 3535-3538
Coauthor Index

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