Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Energy-based Modelling for Single-cell Data Annotation.

[BibT_eX]

[DOI]

Tianyi Liu

Philip Fradkin

Lazar Atanackovic

Leo J. Lee

Proceedings of the Machine Learning in Computational Biology, 21-22 November 2022, Online, 2022

UGformer for Robust Left Atrium and Scar Segmentation Across Scanners.

[BibT_eX]

[DOI]

Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2022

District-Coupled Epidemic Control via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2022

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid-State Circuits Conference, 2022

Research of the Nonlinear Effect of Public Health Investment on High-quality Development from year of 2007 to 2017.

[BibT_eX]

[DOI]

Wei Zou

Rui Peng

Tianyi Liu

Proceedings of the 5th International Conference on Information Management and Management Science, 2022

Document-Level Sentiment Analysis of Course Review Based on BG-Caps.

[BibT_eX]

[DOI]

Jing Wu

Tianyi Liu

Wei Hu

Proceedings of the Data Science, 2022

Fourier Learning with Cyclical Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

VGG-FusionNet: A Feature Fusion Framework from CT scan and Chest X-ray Images based Deep Learning for COVID-19 Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities.

[BibT_eX]

[DOI]

Jiandian Zeng

Jiantao Zhou

Tianyi Liu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Cloud 3D Dataset and Application-Specific Learned Image Compression in Cloud 3D.

[BibT_eX]

[DOI]

Tianyi Liu

Sen He

Vinodh Kumaran Jayakumar

Wei Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Medical Big Data Analysis with Attention and Large Margin Loss Model for Skin Lesion Application.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2021

Robust Neural Relation Extraction via Multi-Granularity Noises Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Fine-grained Question-Answer sentiment classification with hierarchical graph attention network.

[BibT_eX]

[DOI]

Neurocomputing, 2021

zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy.

[BibT_eX]

[DOI]

Tianyi Liu

Xiang Xie

Yupeng Zhang

IACR Cryptol. ePrint Arch., 2021

Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation.

[BibT_eX]

[DOI]

CoRR, 2021

Recovery under Side Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

GODSAC*: Graph Optimized DSAC* for Robot Relocalization.

[BibT_eX]

[DOI]

Alphonsus Adu-Bredu

Noah Del Coro

Tianyi Liu

CoRR, 2021

An Online Position Error Correction Method for Sensorless Control of Permanent Magnet Synchronous Machine With Parameter Mismatch.

[BibT_eX]

[DOI]

IEEE Access, 2021

Reduced-Order Feedback Linearization for Independent Torque Control of a Dual Parallel-PMSM System.

[BibT_eX]

[DOI]

IEEE Access, 2021

A Bayesian Approach to Online Simulation Optimization with Streaming Input Data.

[BibT_eX]

[DOI]

Tianyi Liu

Yifan Lin

Enlu Zhou

Proceedings of the Winter Simulation Conference, 2021

Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Workshop on Computer Architecture Education, 2021

BTMMU: an efficient and versatile cross-ISA memory virtualization.

[BibT_eX]

[DOI]

Proceedings of the VEE '21: 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, 2021

Performance Testing for Cloud Computing with Dependent Data Bootstrapping.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Duration-aware Data Collection in UAV-aided Mobile Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Sentiment Analysis for MOOC Course Reviews.

[BibT_eX]

[DOI]

Proceedings of the Data Science, 2021

The Business Structure of a Metrology Institution Based on Linear Regression Analysis.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Systems and Informatics, 2021

A Parallel Algorithm for Phase Retrieval with Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Data Diversification Revisited: Why Does It Work?

[BibT_eX]

[DOI]

Yuheng Song

Tianyi Liu

Weijia Jia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Doubly Efficient Interactive Proofs for General Arithmetic Circuits with Linear Prover Time.

[BibT_eX]

[DOI]

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Chinese Text Classification Model Based On Bert And Capsule Network Structure.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Big Data Security on Cloud, 2021

Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Risk Quantification in Stochastic Simulation under Input Uncertainty.

[BibT_eX]

[DOI]

Helin Zhu

Tianyi Liu

Enlu Zhou

ACM Trans. Model. Comput. Simul., 2020

Priority-Based Data Collection for UAV-Aided Mobile Sensor Network.

[BibT_eX]

[DOI]

Sensors, 2020

Distributed Learning Based Joint Communication and Computation Strategy of IoT Devices in Smart Cities.

[BibT_eX]

[DOI]

Sensors, 2020

Pole-Like Object Extraction and Pole-Aided GNSS/IMU/LiDAR-SLAM System in Urban Area.

[BibT_eX]

[DOI]

Sensors, 2020

GNSS/IMU/ODO/LiDAR-SLAM Integrated Navigation System Using IMU/ODO Pre-Integration.

[BibT_eX]

[DOI]

Le Chang

Xiaoji Niu

Tianyi Liu

Sensors, 2020

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.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2020

Fine-grained relation extraction with focal multi-task learning.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

Simulation Optimization by Reusing Past Replications: Don't Be Afraid of Dependence.

[BibT_eX]

[DOI]

Tianyi Liu

Enlu Zhou

Proceedings of the Winter Simulation Conference, 2020

Generative Adversarial Training for Weakly Supervised Nuclei Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum.

[BibT_eX]

[DOI]

Guojing Cong

Tianyi Liu

Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020

A Benchmarking Framework for Interactive 3D Applications in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

GPU-accelerated parallel optimization for sparse regularization.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

On Computation and Generalization of Generative Adversarial Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Fast Training of Deep Neural Networks for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Regularized Attentive Capsule Network for Overlapped Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

GNSS/INS/LiDAR-SLAM Integrated Navigation System Based on Graph Optimization.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Towards Understanding the Importance of Noise in Training Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Understanding the Importance of Shortcut Connections in Residual Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Data Optimization CNN Accelerator Design on FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Toward Understanding the Importance of Noise in Training Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

A Parallel optimization Approach on the Infinity Norm Minimization Problem.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

A Block Coordinate Descent Algorithm for Sparse Gaussian Graphical Model Inference with Laplacian Constraints.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Improving Abstractive Document Summarization with Salient Information Modeling.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Toward Deeper Understanding of Nonconvex Stochastic Optimization with Momentum using Diffusion Approximations.

[BibT_eX]

[DOI]

CoRR, 2018

Online Quantification of input uncertainty for parametric Models.

[BibT_eX]

[DOI]

Enlu Zhou

Tianyi Liu

Proceedings of the 2018 Winter Simulation Conference, 2018

Guarder: A Tunable Secure Allocator.

[BibT_eX]

[DOI]

Proceedings of the 27th USENIX Security Symposium, 2018

Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Share-housing allocation information service system based on Pareto optimality.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE/ACIS International Conference on Software Engineering, 2017

Accurate and High Throughput Cell Segmentation Method for Mouse Brain Nuclei Using Cascaded Convolutional Neural Network.

[BibT_eX]

[DOI]

Ashok K. Krishnamurthy

Jason L. Stein

Guorong Wu

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

AllergyBot: A Chatbot Technology Intervention for Young Adults with Food Allergies Dining Out.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Gravity Compensation Using EGM2008 for High-Precision Long-Term Inertial Navigation Systems.

[BibT_eX]

[DOI]

Sensors, 2016

Coupled Integration of CSAC, MIMU, and GNSS for Improved PNT Performance.

[BibT_eX]

[DOI]

Sensors, 2016

Design and Fabrication of a Differential Electrostatic Accelerometer for Space-Station Testing of the Equivalence Principle.

[BibT_eX]

[DOI]

Sensors, 2016

MACA: a modified author co-citation analysis method combined with general descriptive metadata of citations.

[BibT_eX]

[DOI]

Yi Bu

Tianyi Liu

Win-Bin Huang

Scientometrics, 2016

Storytelling in VR: light chaser's VR short film sent.

[BibT_eX]

[DOI]

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2016

2015

Implementation of Training Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Do Photos Help Express Our Feelings: Incorporating Multimodal Features into Microblog Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Social Media Processing - 4th National Conference, 2015

2014

Performance evaluation of a low power optical wireless link for biomedical data transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

In vivo verification of a 100 Mbps transcutaneous optical telemetric link.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

Live demonstration: In vivo verification of a 100 Mbps transcutaneous optical telemetric link.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

System level model for transcutaneous optical telemetric link.

[BibT_eX]

[DOI]

Tianyi Liu

Jens Anders

Maurits Ortmanns

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Design optimization of the optical receiver in transcutaneous telemetric links.

[BibT_eX]

[DOI]

Tianyi Liu

Jens Anders

Maurits Ortmanns

Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013

2012

Optical transcutaneous link for low power, high data rate telemetry.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Tianyi Liu

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