Tianyi Liu

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 139

Top Venues

CoRR

Sensors

IACR Cryptol. ePrint Arch.

ICML

Publications

Yiyu Zhang, Tianyi Liu, Yueyang Wang, Yun Qi, Kai Ji, Jian Tang, Xiaoliang Wang, Xuandong Li, Zhiqiang Zuo
HardTaint: Production-Run Dynamic Taint Analysis via Selective Hardware Tracing. CoRR (2024)
Xuecheng Wang, Zheng Huang, Tianyi Liu, Wanxin Shi, Hongwei Chen, Milin Zhang
6.9 A 0.35V 0.367TOPS/W Image Sensor with 3-Layer Optical-Electronic Hybrid Convolutional Neural Network. ISSCC (2024)
Tiancheng Xie, Tianyi Liu
Almost optimal succinct arguments for Boolean circuit on RAM. IACR Cryptol. ePrint Arch. 2024 (2024)
Tianyi Liu, Zhaorui Tan, Kaizhu Huang, Haochuan Jiang
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets. CoRR (2024)
Wenqing Hu, Tianyi Liu, Ye Zhang, Yuncong Zhang, Zhenfei Zhang
Parallel Zero-knowledge Virtual Machine. IACR Cryptol. ePrint Arch. 2024 (2024)
Tianyi Liu, Hechang Chen, Jifeng Hu, Zhejian Yang, Bo Yu, Xinqi Du, Yinxiao Miao, Yi Chang
Generalized multi-agent competitive reinforcement learning with differential augmentation. Expert Syst. Appl. 238 (Part C) (2024)
Benyi Xie, Yue Yan, Chenghao Yan, Sicheng Tao, Zhuangzhuang Zhang, Xinyu Li, Yanzhi Lan, Xiang Wu, Tianyi Liu, Tingting Zhang, Fuxin Zhang
An Instruction Inflation Analyzing Framework for Dynamic Binary Translators. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Feng Xue, Chenji Han, Xinyu Li, Junliang Wu, Tingting Zhang, Tianyi Liu, Yifan Hao, Zidong Du, Qi Guo, Fuxin Zhang
Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Yunzhe Liu, Xinyu Li, Tingting Zhang, Tianyi Liu, Qi Guo, Fuxin Zhang, Jian Wang
AVM-BTB: Adaptive and Virtualized Multi-level Branch Target Buffer. ISCA (2024)
Yan Wang, Jian Kuang, Tianyi Liu, Xiaoji Niu, Jingnan Liu
CrowdMagMap: Crowdsourcing-Based Magnetic Map Construction for Shopping Mall. IEEE Internet Things J. 11 (3) (2024)
Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang
LEMON: Lossless model expansion. ICLR (2024)
Tianyi Liu, Sai Pavan Deram, Khaled Ardah, Martin Haardt, Marc E. Pfetsch, Marius Pesavento
Gridless Parameter Estimation in Partly Calibrated Rectangular Arrays. ICASSP (2024)
Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang
Let Models Speak Ciphers: Multiagent Debate through Embeddings. ICLR (2024)
Wenqing Li, Jinpeng Ye, Fuxin Zhang, Tianyi Liu, Tingting Zhang, Jian Wang
CUTE: A scalable CPU-centric and Ultra-utilized Tensor Engine for convolutions. J. Syst. Archit. 149 (2024)
Tianyi Liu, Jerry Lucas, Sen He, Tongping Liu, Xiaoyin Wang, Wei Wang
Improving Resource and Energy Efficiency for Cloud 3D through Excessive Rendering Reduction. EuroSys (2024)
Tianyi Liu, Xuecheng Wang, Guolin Li, Milin Zhang
Design and FPGA Implementation of a Light-Weight Calibration-Friendly Eye Gaze Tracking Algorithm. ISCAS (2024)
Tianyi Liu, Yifan Lin, Enlu Zhou
Bayesian Stochastic Gradient Descent for Stochastic Optimization with Streaming Input Data. SIAM J. Optim. 34 (1) (2024)
Ray Zhang, Jingwei Song, Xiang Gao, Junzhe Wu, Tianyi Liu, Jinyuan Zhang, Ryan Eustice, Maani Ghaffari
RKHS-BA: A Semantic Correspondence-Free Multi-View Registration Framework with Global Tracking. CoRR (2024)
Benyi Xie, Xinyu Li, Yue Yan, Chenghao Yan, Tianyi Liu, Tingting Zhang, Chao Yang, Fuxin Zhang
On-Demand Triggered Memory Management Unit in Dynamic Binary Translator. APPT (2023)
Danyu Bai, Tianyi Liu, Yuchen Zhang, Tao Ren, Zhi-Hai Zhang, Zhiqiang Dong
Scheduling non-permutation flowshop with finite buffers and two competitive agents. Comput. Ind. Eng. 177 (2023)
Tianyi Liu, Tiancheng Xie, Jiaheng Zhang, Dawn Song, Yupeng Zhang
Pianist: Scalable zkRollups via Fully Distributed Zero-Knowledge Proofs. IACR Cryptol. ePrint Arch. 2023 (2023)
Tianyi Liu, Yansong Feng, Dongyan Zhao
Learning Dynamic Representations for Discourse Dependency Parsing. EMNLP (Findings) (2023)
Tianyi Liu, Diansheng Li
Study on the new implementation mode of cross-docking based on blockchain technology. Comput. Ind. Eng. 180 (2023)
Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao
Machine Learning Force Fields with Data Cost Aware Training. CoRR (2023)
Tianyi Liu, Kejun Wu, Yi Wang, Wenyang Liu, Kim-Hui Yap, Lap-Pui Chau
Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method. CoRR (2023)
Zhuokai Zhao, Harish Palani, Tianyi Liu, Lena Evans, Ruth Toner
Multi-Modality Guidance Network For Missing Modality Inference. CoRR (2023)
Younan Zhao, Peng Gu, Fanglai Zhu, Tianyi Liu, Runjie Shen
Security control scheme for cyber-physical system with a complex network in physical layer against false data injection attacks. Appl. Math. Comput. 447 (2023)
Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang
Let Models Speak Ciphers: Multiagent Debate through Embeddings. CoRR (2023)
Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao
Machine Learning Force Fields with Data Cost Aware Training. ICML (2023)
Yiyu Zhang, Tianyi Liu, Zewen Sun, Zhe Chen, Xuandong Li, Zhiqiang Zuo
Catamaran: Low-Overhead Memory Safety Enforcement via Parallel Acceleration. ISSTA (2023)
Tianyi Liu, Zihao Xu, Hao He, Guang-Yuan Hao, Guang-He Lee, Hao Wang
Taxonomy-Structured Domain Adaptation. ICML (2023)
Yani Zhang, Tianyi Liu, Marius Pesavento
Direction-of-Arrival Estimation for Correlated Sources and Low Sample Size. EUSIPCO (2023)
Tianyi Liu, Zihao Xu, Hao He, Guang-Yuan Hao, Guang-He Lee, Hao Wang
Taxonomy-Structured Domain Adaptation. CoRR (2023)
Tianyi Liu, Frederic Matter, Alexander Sorg, Marc E. Pfetsch, Martin Haardt, Marius Pesavento
Joint Sparse Estimation with Cardinality Constraint via Mixed-Integer Semidefinite Programming. CAMSAP (2023)
Jiandian Zeng, Jiantao Zhou, Tianyi Liu
Robust Multimodal Sentiment Analysis via Tag Encoding of Uncertain Missing Modalities. IEEE Trans. Multim. 25 (2023)
Mingxuan Wang, Tianyi Liu, Yanhua Li
Empirical analysis of economic growth promotion through standardization through technological innovation pathway. PCCNT (2023)
Tianyi Liu, Kejun Wu, Yi Wang, Wenyang Liu, Kim-Hui Yap, Lap-Pui Chau
Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method. NeurIPS (2023)
Wenqing Li, Tianyi Liu, Ziyuan Xiao, Han Qi, Weipu Zhu, Jian Wang
TCADer: A Tightly Coupled Accelerator Design framework for heterogeneous system with hardware/software co-design. J. Syst. Archit. 136 (2023)
Shangyu Xie, Xin Yang, Yuanshun Yao, Tianyi Liu, Taiqing Wang, Jiankai Sun
Label Inference Attack against Split Learning under Regression Setting. CoRR (2023)
Tianyi Liu, Zuxuan Wu, Jingjing Chen, Yugang Jiang
Multimodal Pre-training Method for Vision-language Understanding and Generation. Int. J. Softw. Informatics 13 (2) (2023)
Yite Wang, Jiahao Su, Hanlin Lu, Cong Xie, Tianyi Liu, Jianbo Yuan, Haibin Lin, Ruoyu Sun, Hongxia Yang
LEMON: Lossless model expansion. CoRR (2023)
Simiao Zuo, Tianyi Liu, Tuo Zhao, Hongyuan Zha
Differentially Private Estimation of Hawkes Process. CoRR (2022)
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) (2022)
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 (2022)
Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. AISTATS (2022)
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) (2022)
Maani Ghaffari, Ray Zhang, Minghan Zhu, Chien Erh Lin, Tzu-Yuan Lin, Sangli Teng, Tingjun Li, Tianyi Liu, Jingwei Song
Progress in symmetry preserving robot perception and control through geometry and learning. Future Internet 9 (2022)
Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song, Hechang Chen
District-Coupled Epidemic Control via Deep Reinforcement Learning. KSEM (2) (2022)
Jiandian Zeng, Tianyi Liu, Weijia Jia, Jiantao Zhou
Relation construction for aspect-level sentiment classification. Inf. Sci. 586 (2022)
Tianyi Liu, Philip Fradkin, Lazar Atanackovic, Leo J. Lee
Energy-based Modelling for Single-cell Data Annotation. MLCB (2022)
Tianyi Liu, Sen He, Vinodh Kumaran Jayakumar, Wei Wang
A Cloud 3D Dataset and Application-Specific Learned Image Compression in Cloud 3D. ECCV (38) (2022)
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)
Wei Zou, Rui Peng, Tianyi Liu
Research of the Nonlinear Effect of Public Health Investment on High-quality Development from year of 2007 to 2017. IMMS (2022)
Tianyi Liu, Yusuke Sugano
Interactive Machine Learning on Edge Devices With User-in-the-Loop Sample Recommendation. IEEE Access 10 (2022)
Tianyi Liu, Size Hou, Jiayuan Zhu, Zilong Zhao, Haochuan Jiang
UGformer for Robust Left Atrium and Scar Segmentation Across Scanners. LAScarQS@MICCAI (2022)
Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Kilian Q. Weinberger, Chong Wang
Differentially private multi-party data release for linear regression. UAI (2022)
Tianyi Liu, Yan Li, Enlu Zhou, Tuo Zhao
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably. CoRR (2022)
Tianyi Liu, Weihao Gao, Zhirui Wang, Chong Wang
PathFlow: A normalizing flow generator that finds transition paths. UAI (2022)
Songwei Zhao, Jiuman Song, Xinqi Du, Tianyi Liu, Huiling Chen, Hechang Chen
Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization. KSEM (2) (2022)
Gösta Grahne, Tianyi Liu, Nematollaah Shiri
Universal provenance for regular path queries. TaPP (2022)
Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning. IEEE Trans. Signal Process. 70 (2022)
Jing Wu, Tianyi Liu, Wei Hu
Document-Level Sentiment Analysis of Course Review Based on BG-Caps. ICPCSEE (2) (2022)
Yingke Li, Tianyi Liu, Enlu Zhou, Fumin Zhang
Bayesian Learning Model Predictive Control for Process-Aware Source Seeking. IEEE Control. Syst. Lett. 6 (2022)
Jiandian Zeng, Jiantao Zhou, Tianyi Liu
Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities. EMNLP (2022)
Tianyi Liu, Size Hou, Jiayuan Zhu, Zilong Zhao, Haochuan Jiang
UGformer for Robust Left Atrium and Scar Segmentation Across Scanners. CoRR (2022)
Yingxiang Yang, Zhihan Xiong, Tianyi Liu, Taiqing Wang, Chong Wang
Fourier Learning with Cyclical Data. ICML (2022)
Jiandian Zeng, Tianyi Liu, Jiantao Zhou
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities. CoRR (2022)
Yihan Zhou, Jiali Liu, Zekun Yang, Tianyi Liu, Xinyue Meng, Zhuocheng Zhou, Ali Anaissi, Ali Braytee
VGG-FusionNet: A Feature Fusion Framework from CT scan and Chest X-ray Images based Deep Learning for COVID-19 Detection. ICDM (Workshops) (2022)
Jiandian Zeng, Tianyi Liu, Jiantao Zhou
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities. SIGIR (2022)
Maani Ghaffari, Ray Zhang, Minghan Zhu, Chien Erh Lin, Tzu-Yuan Lin, Sangli Teng, Tingjun Li, Tianyi Liu, Jingwei Song
Progress in symmetry preserving robot perception and control through geometry and learning. Frontiers Robotics AI 9 (2022)
Xiangming Zhang, Fanglai Zhu, Jiancheng Zhang, Tianyi Liu
Attack isolation and location for a complex network cyber-physical system via zonotope theory. Neurocomputing 469 (2022)
Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento
A Parallel Algorithm for Phase Retrieval with Dictionary Learning. ICASSP (2021)
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 (2021)
Tianyi Liu, Yifan Lin, Enlu Zhou
A Bayesian Approach to Online Simulation Optimization with Streaming Input Data. WSC (2021)
Yuheng Song, Tianyi Liu, Weijia Jia
Data Diversification Revisited: Why Does It Work? ICANN (3) (2021)
Sen He, Tianyi Liu, Palden Lama, Jaewoo Lee, In Kee Kim, Wei Wang
Performance Testing for Cloud Computing with Dependent Data Bootstrapping. ASE (2021)
Alphonsus Adu-Bredu, Noah Del Coro, Tianyi Liu
GODSAC*: Graph Optimized DSAC* for Robot Relocalization. CoRR (2021)
Hong Guo, Tianyi Liu, Fang Liu, Yining Li, Wei Hu
Chinese Text Classification Model Based On Bert And Capsule Network Structure. BigDataSecurity (2021)
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)
Kele Huang, Fuxin Zhang, Cun Li, Gen Niu, Junrong Wu, Tianyi Liu
BTMMU: an efficient and versatile cross-ISA memory virtualization. VEE (2021)
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)
Tianyi Liu, Wei Hu, Fang Liu, Yining Li
Sentiment Analysis for MOOC Course Reviews. ICPCSEE (2) (2021)
Tianyi Liu, Xiang Xie, Yupeng Zhang
zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy. CCS (2021)
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) (2021)
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 (2021)
Jiandian Zeng, Tianyi Liu, Weijia Jia, Jiantao Zhou
Fine-grained Question-Answer sentiment classification with hierarchical graph attention network. Neurocomputing 457 (2021)
Xiaoyan Ma, Tianyi Liu, Rahim Kacimi, Riadh Dhaou, Song Liu
Duration-aware Data Collection in UAV-aided Mobile Sensor Networks. IWCMC (2021)
Khaled Ardah, Martin Haardt, Tianyi Liu, Frederic Matter, Marius Pesavento, Marc E. Pfetsch
Recovery under Side Constraints. CoRR (2021)
Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization. CoRR (2021)
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) (2021)
Tianyi Liu, Xiang Xie, Yupeng Zhang
zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy. IACR Cryptol. ePrint Arch. 2021 (2021)
Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization. AISTATS (2021)
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)
Elba Garza, Gururaj Saileshwar, Udit Gupta, Tianyi Liu, Abdulrahman Mahmoud, Saugata Ghose, Joel Emer
Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future. WCAE (2021)
Guojing Cong, Tianyi Liu
Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum. CoRR (2021)
Guojing Cong, Tianyi Liu
Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum. MLHPC/AI4S@SC (2020)
Xiaoyan Ma, Tianyi Liu, Song Liu, Rahim Kacimi, Riadh Dhaou
Priority-Based Data Collection for UAV-Aided Mobile Sensor Network. Sensors 20 (11) (2020)
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)
Tianyi Liu, Enlu Zhou
Simulation Optimization by Reusing Past Replications: Don't Be Afraid of Dependence. WSC (2020)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tianyi Liu