Shiyu Liu - RankMe

141 papers A* 12A 3B 3C 1Misc 3Journal 86Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A unified framework for sequential recommendation with gated differential amplified attention and repetition-exploration intent modeling. Neural Networks Jinzhao Su, Shiyu Liu, Shunzhi Yang, Chang-Dong Wang, Shengli Sun, Zhenhua Huang
2026	A*	`conf`	AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting. AAAI Binqing Wu, Zongjiang Shang, Shiyu Liu, Jianlong Huang, Jiahui Xu, Ling Chen
2026	J	`jnl`	AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting. CoRR Binqing Wu, Zongjiang Shang, Shiyu Liu, Jianlong Huang, Jiahui Xu, Ling Chen
2026	J	`jnl`	BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search. CoRR Shiyu Liu, Yongjing Yin, Jianhao Yan, Yunbo Tang, Qinggang Zhang, Bei Li, Xin Chen, Jingang Wang, Xunliang Cai, Jinsong Su
2026	J	`jnl`	Construction of a new Lorenz-like system with cubic nonlinearity and its application in weak signal detection. Digit. Signal Process. Xiaoli Yan, Zhetian Wang, Meng Yuan, Shiliang Wang, Lide Fang, Shiyu Liu
2026	J	`jnl`	Countering the Over-Reliance Trap: Mitigating Object Hallucination for LVLMs via a Self-Validation Framework. CoRR Shiyu Liu, Xinyi Wen, Zhibin Lan, Ante Wang, Jinsong Su
2026	J	`jnl`	Cryptography-based privacy-preserving large language models: a lifecycle survey of frameworks, methods, and future directions. Artif. Intell. Rev. Jinglong Luo, Yehong Zhang, Zhuo Zhang, Shiyu Liu, Ye Dong, Haoran Li, Yue Yu, Hui Wang, Xun Zhou, Zenglin Xu
2026	J	`jnl`	Depth-Enhanced YOLO-SAM2 Detection for Reliable Ballast Insufficiency Identification. CoRR Shiyu Liu, Dylan Lester, Husnu S. Narman, Ammar Alzarrad, Pingping Zhu
2026	A*	`conf`	MoCast: Learning Turbulent Motions Under Physical Guidance for Precipitation Nowcasting. AAAI Binqing Wu, Weiqi Chen, Shiyu Liu, Zongjiang Shang, Haiou Wang, Liang Sun, Ling Chen
2026	J	`jnl`	RAMSF: A relation-aware multi-scale feature learning framework for predicting metabolite-disease associations. Appl. Soft Comput. Shiyu Liu, Bo Wang, Xue Yang
2026	J	`jnl`	RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models. CoRR Yufeng Yang, Xianfang Zeng, Zhangqi Jiang, Fukun Yin, Jianzhuang Liu, Wei Cheng, Jinghong Lan, Shiyu Liu, Yuqi Peng, Gang Yu, Shifeng Chen
2026	J	`jnl`	Stable Representation Learning via Generalized Learnable Graph Scattering Transform. IEEE Trans. Signal Process. Shiyu Liu, Wenrui Dai, Shaohui Li, Ziyang Zheng, Junni Zou, Hongkai Xiong
2026	J	`jnl`	Thales: An orientation-aware AS embedding for anomaly detection in dynamic BGP network. Comput. Networks Zheng Wu, Yaoyu Zhou, Shiyu Liu, Zulong Diao, Yanmeng Wang, Fu Xiao
2025	J	`jnl`	AI-driven time series analysis for predicting strawberry weekly yields integrating fruit monitoring and weather data for optimized harvest planning. Comput. Electron. Agric. Shiyu Liu, Yiannis Ampatzidis, Congliang Zhou, Won Suk Lee
2025	J	`jnl`	An Improved Microbial Object Detection Method for Low-Contrast and Occluded Scenarios Based on SMA-YOLOv8s. IEEE J. Biomed. Health Informatics Kun Sun, Zhenqiang Song, Jiaxing Zhang, Shiyu Liu, Yu Zhang, Qinghao Song, Qing Wu
2025	J	`jnl`	Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning. CoRR Zongxin Shen, Yanyong Huang, Bin Wang, Jinyuan Chang, Shiyu Liu, Tianrui Li
2025	—	`conf`	CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference. ACL (1) Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu
2025	J	`jnl`	Community Transferrable Representation Learning for Image Style Classification. ACM Trans. Multim. Comput. Commun. Appl. Jia Cui, Jinchen Shen, Jialin Wei, Shiyu Liu, Zhaojia Ye, Shijian Luo, Zhen Qin
2025	J	`jnl`	Cross-modal associated learning with spatial-temporal attention for hot topic detection. Knowl. Inf. Syst. Chengde Zhang, Shiyu Liu, Xinyu Li, Xia Xiao
2025	—	`conf`	Data-Driven Modeling of HMGB1/TLR4-Mediated Immunogenic Cell Death Induced by Radiotherapy and Huoxue Huayu Herbal Formula in Esophageal Cancer. ISAIMS Chenyu Wang, Shiyu Liu, Zhen Wang, Zexuan Hu, Yuting Ji, Yuanfei Duan
2025	J	`jnl`	Deformable image registration with high-dimensional map constraint and alignment-synthesis enhancement feature fusion. Biomed. Signal Process. Control. Hongchao Zhou, Shunbo Hu, Yongfang Wang, Lintao Zhang, Guoqiang Li, Chunhui Qu, Chengchao Wang, Ranran Zhang, Shiyu Liu
2025	A*	`conf`	Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation. AAAI Shiyu Liu, Daoqiang Zhang, Xiaoke Hao
2025	J	`jnl`	Explainable Attention-Based AAV Target Detection for Search and Rescue Scenarios. IEEE Internet Things J. Shiyu Liu, Ling Yi, Xuanrui Xiong, Amr Tolba, Jinliang Ding, Chun Li
2025	A*	`conf`	Gloss Matters: Unlocking the Potential of Non-Autoregressive Sign Language Translation. ACM Multimedia Zhihao Wang, Shiyu Liu, Zhiwei He, Kangjie Zheng, Liangying Shao, Junfeng Yao, Jinsong Su
2025	J	`jnl`	HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis. CoRR Shiyu Liu, Kui Jiang, Xianming Liu, Hongxun Yao, Xiaocheng Feng
2025	J	`jnl`	Improving Mutual Information Based Feature Selection by Boosting Unique Relevance. J. Artif. Intell. Res. Shiyu Liu, Mehul Motani
2025	J	`jnl`	M2DAO-Talker: Harmonizing Multi-granular Motion Decoupling and Alternating Optimization for Talking-head Generation. CoRR Kui Jiang, Shiyu Liu, Junjun Jiang, Xin Yang, Hongxun Yao, Xiaopeng Fan
2025	J	`jnl`	Medical Hyperspectral Image Feature Selection Framework Using Functional Data Analysis: Application to Membranous Nephropathy Pathologic Diagnosis. IEEE J. Biomed. Health Informatics Meng Lv, Shiyu Liu, Xiaoying Ma, Yue Yang, Haihao Zhang, Wei Li
2025	—	`conf`	Motion Planning and Control of an Overactuated 4-Wheel Drive with Constrained Independent Steering. ICAR Shiyu Liu, Ilija Hadzic, Akshay Gupta, Aliasghar Arab
2025	J	`jnl`	Motion Planning and Control of an Overactuated 4-Wheel Drive with Constrained Independent Steering. CoRR Shiyu Liu, Ilija Hadzic, Akshay Gupta, Aliasghar Arab
2025	J	`jnl`	Multi-scale dual-attention frequency fusion for joint segmentation and deformable medical image registration. Inf. Fusion Hongchao Zhou, Shiyu Liu, Shunbo Hu
2025	J	`jnl`	NeuroVoxel-LM: Language-Aligned 3D Perception via Dynamic Voxelization and Meta-Embedding. CoRR Shiyu Liu, Lianlei Shan
2025	J	`jnl`	NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale. CoRR Chunrui Han, GuoPeng Li, Jingwei Wu, Quan Sun, Yan Cai, Yuang Peng, Zheng Ge, Deyu Zhou, Haomiao Tang, Hongyu Zhou, Kenkun Liu, Ailin Huang, Bin Wang, Changxin Miao, Deshan Sun, En Yu, Fukun Yin, Gang Yu, Nie Hao, Haoran Lv, Hanpeng Hu, Jia Wang, Jian Zhou, Jianjian Sun, Kaijun Tan, Kang An, Kangheng Lin, Liang Zhao, Mei Chen, Peng Xing, Rui Wang, Shiyu Liu, Shutao Xia, Tianhao You, Wei Ji, Xianfang Zeng, Xin Han, Xuelin Zhang, Yana Wei, Yanming Xu, Yimin Jiang, Yingming Wang, Yu Zhou, Yucheng Han, Ziyang Meng, Binxing Jiao, Daxin Jiang, Xiangyu Zhang, Yibo Zhu
2025	A	`conf`	On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond. AISTATS Dun Zeng, Zenglin Xu, Shiyu Liu, Yu Pan, Qifan Wang, Xiaoying Tang
2025	J	`jnl`	Predicting metabolite-disease associations based on dynamic adaptive feature learning architecture. Comput. Methods Programs Biomed. Bo Wang, Shiyu Liu, Xiaoxin Du, Jianfei Zang, Chunyu Zhang, Xue Yang, Yang He
2025	J	`jnl`	ReasonEdit: Towards Reasoning-Enhanced Image Editing Models. CoRR Fukun Yin, Shiyu Liu, Yucheng Han, Zhibo Wang, Peng Xing, Rui Wang, Wei Cheng, Yingming Wang, Aojie Li, Zixin Yin, Pengtao Chen, Xiangyu Zhang, Daxin Jiang, Xianfang Zeng, Gang Yu
2025	J	`jnl`	Reducing semantic ambiguity in domain adaptive semantic segmentation via probabilistic prototypical pixel contrast. Neural Networks Xiaoke Hao, Shiyu Liu, Chuanbo Feng, Ye Zhu
2025	J	`jnl`	SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes. CoRR Jinglong Luo, Zhuo Zhang, Yehong Zhang, Shiyu Liu, Ye Dong, Xun Zhou, Hui Wang, Yue Yu, Zenglin Xu
2025	J	`jnl`	Sensitivity Analysis-Based Explainable Diffusion Transformers for Anomaly Detection in Consumer Electronics Manufacturing. IEEE Trans. Consumer Electron. Ling Yi, Shiyu Liu, Li Zhou, Zhaolong Ning, Jiajie Song, Qingda Chen, Ke Zhang, Jinliang Ding
2025	J	`jnl`	Step1X-Edit: A Practical Framework for General Image Editing. CoRR Shiyu Liu, Yucheng Han, Peng Xing, Fukun Yin, Rui Wang, Wei Cheng, Jiaqi Liao, Yingming Wang, Honghao Fu, Chunrui Han, GuoPeng Li, Yuang Peng, Quan Sun, Jingwei Wu, Yan Cai, Zheng Ge, Ranchen Ming, Lei Xia, Xianfang Zeng, Yibo Zhu, Binxing Jiao, Xiangyu Zhang, Gang Yu, Daxin Jiang
2025	J	`jnl`	StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic client participation. Neural Networks Dun Zeng, Xiangjing Hu, Shiyu Liu, Yue Yu, Qifan Wang, Zenglin Xu
2025	J	`jnl`	Towards better text image machine translation with multimodal codebook and multi-stage training. Neural Networks Zhibin Lan, Jiawei Yu, Shiyu Liu, Junfeng Yao, Degen Huang, Jinsong Su
2025	J	`jnl`	iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation. CoRR Zhoujie Fu, Xianfang Zeng, Jinghong Lan, Xinyao Liao, Cheng Chen, Junyi Chen, Jiacheng Wei, Wei Cheng, Shiyu Liu, Yunuo Chen, Gang Yu, Guosheng Lin
2024	A*	`conf`	A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models. EMNLP Zhihao Wang, Shiyu Liu, Jianheng Huang, Wang Zheng, Yixuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su
2024	J	`jnl`	A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models. CoRR Zhihao Wang, Shiyu Liu, Jianheng Huang, Zheng Wang, Yixuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su
2024	J	`jnl`	A sentiment analysis model based on dynamic pre-training and stacked involutions. J. Supercomput. Shiyu Liu, Qicheng Liu
2024	J	`jnl`	Centaur: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference. CoRR Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu
2024	—	`conf`	Controllable Counterfactual Generation for Interpretable Medical Image Classification. MICCAI (10) Shiyu Liu, Fan Wang, Zehua Ren, Chunfeng Lian, Jianhua Ma
2024	J	`jnl`	Data-driven dynamic pricing and inventory management of an omni-channel retailer in an uncertain demand environment. Expert Syst. Appl. Shiyu Liu, Jun Wang, Rui Wang, Yue Zhang, Yanjie Song, Lining Xing
2024	—	`conf`	Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. ACL (Findings) Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su
2024	J	`jnl`	Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. CoRR Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su
2024	J	`jnl`	Efficient privacy-preserving Gaussian process via secure multi-party computation. J. Syst. Archit. Shiyu Liu, Jinglong Luo, Yehong Zhang, Hui Wang, Yue Yu, Zenglin Xu
2024	J	`jnl`	GLGFormer: Global Local Guidance Network for Mucosal Lesion Segmentation in Gastrointestinal Endoscopy Images. J. Imaging Inform. Medicine Zhiyang Xu, Yanzi Miao, Guangxia Chen, Shiyu Liu, Hu Chen
2024	—	`conf`	Global event-triggered regulation of unicycle dynamics by bounded control. CDC Denis V. Efimov, Mata Khalili, Shiyu Liu
2024	A*	`conf`	HeroMaker: Human-centric Video Editing with Motion Priors. ACM Multimedia Shiyu Liu, Zibo Zhao, Yihao Zhi, Yiqun Zhao, Binbin Huang, Shuo Wang, Ruoyu Wang, Michael Xuan, Zhengxin Li, Shenghua Gao
2024	A*	`conf`	Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy. IJCAI Shiyu Liu, Wei Shi, Zenglin Xu, Shaogao Lv, Yehong Zhang, Hui Wang
2024	A*	`conf`	Multi-Level Cross-Modal Alignment for Speech Relation Extraction. EMNLP Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao, Shiyu Liu, Fandong Meng, Jie Zhou, Xiaoli Wang, Jinsong Su
2024	—	`conf`	Multiplex Transformed Tensor Decomposition Based Single Hyperspectral Image Super-resolution for IgA Diagnostic Applications. ICBEA Shiyu Liu, Yinjian Wang, Wei Li, Meng Lv
2024	—	`conf`	NC Code Type Anomaly Detection Method based on Incremental Learning. CAIBDA Zhongwei Li, Shiyu Liu, Xianji Jin, Haowei Lu
2024	J	`jnl`	Non-Destructive Testing of Carbon Fiber-Reinforced Plastics (CFRPs) Using a Resonant Eddy Current Sensor. Sensors Ming Ma, Shiyu Liu, Ronghua Zhang, Qiong Zhang, Yi Wu, Bailiang Chen
2024	J	`jnl`	Overcoming Data Scarcity in Wind Power Forecasting: A Deep Learning Approach With Bidirectional Generative Adversarial Network and Neighborhood Search PSO Algorithm. IEEE Access Shiyu Liu, Fei Chen, Zhendong Liu, Hongyan Qiao
2024	J	`jnl`	Reading better with AR or print picture books? A quasi-experiment on primary school students' reading comprehension, story retelling and reading motivation. Educ. Inf. Technol. Shiyu Liu, Yucheng Sui, Zhongnan You, Jiaxin Shi, Ziyang Wang, Cheng Zhong
2024	J	`jnl`	Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast. CoRR Xiaoke Hao, Shiyu Liu, Chuanbo Feng, Ye Zhu
2024	—	`conf`	Research of Military Cyber Operation Forensic and Analysis in Russia-Ukraine Conflict. QRS Companion Shiyu Liu, Dongfang Li, Guang Yang, Mingyue Su, Wei Shen
2024	J	`jnl`	Strawberry detection and counting based on YOLOv7 pruning and information based tracking algorithm. CoRR Shiyu Liu, Congliang Zhou, Won Suk Lee
2024	J	`jnl`	Understanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization. CoRR Dun Zeng, Zheshun Wu, Shiyu Liu, Yu Pan, Xiaoying Tang, Zenglin Xu
2024	A	`conf`	VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. WACV Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang
2023	—	`conf`	A MLP-Based Transfer Learning Model Using EIS Health Features for State of Health Estimation of Lithium-Ion Battery. ICAC Xiaoyu Zhao, Zuolu Wang, Shiyu Liu, Helen Miao, Eric Li, Fengshou Gu, Andrew D. Ball
2023	J	`jnl`	AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. Shiyu Liu, Rohan Ghosh, Mehul Motani
2023	J	`jnl`	Complexity Review of NIMBY Conflict: Characteristics, Mechanism and Evolution Simulation. Syst. Luxin Cui, Yu Chen, Xing Wang, Shiyu Liu
2023	—	`conf`	Garment Fabric Pattern Classification via ResNet-34. PCCNT Zengmin Geng, Bijun Lin, Ye Yuan, Shiyu Liu, Dandan Gao, Jianxia Du
2023	A*	`conf`	MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CVPR Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim
2023	J	`jnl`	MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CoRR Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim
2023	J	`jnl`	Nuclear Magnetic Resonance Measurements in High Flat-Top Pulsed Magnetic Field Up to 40 T at WHMFC. IEEE Trans. Instrum. Meas. Wenqi Wei, Qinying Liu, Le Yuan, Jian Zhang, Shiyu Liu, Rui Zhou, Yongkang Luo, Xiaotao Han
2023	J	`jnl`	Optimization of Branch Pipe Routing Considering Tee Constraint Ant Lion. IEEE Access Haicheng Shen, Shiyu Liu
2023	J	`jnl`	Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. Trans. Mach. Learn. Res. Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
2023	J	`jnl`	Personalized Federated Learning via Amortized Bayesian Meta-Learning. CoRR Shiyu Liu, Shaogao Lv, Dun Zeng, Zenglin Xu, Hui Wang, Yue Yu
2023	B	`conf`	Point Cloud Upsampling with Dynamic Graph Scattering Transform. ICIP Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023	—	`conf`	Quantized SGD in Federated Learning: Communication, Optimization and Generalization. ICONIP (9) Shiyu Liu, Linsen Wei, Shaogao Lv, Zenglin Xu
2023	J	`jnl`	Research on data augmentation algorithm for time series based on deep learning. KSII Trans. Internet Inf. Syst. Shiyu Liu, Hongyan Qiao, Lianhong Yuan, Yuan Yuan, Jun Liu
2023	J	`jnl`	Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix. CoRR Shaogao Lv, Gang Wen, Shiyu Liu, Linsen Wei, Ming Li
2023	A*	`conf`	Stability and Generalization of lp-Regularized Stochastic Learning for GCN. IJCAI Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li
2023	J	`jnl`	Stability and Generalization of 𝓁 CoRR Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li
2023	J	`jnl`	Stein Variational Gradient Descent with Multiple Kernels. Cogn. Comput. Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu
2023	J	`jnl`	Stochastic Clustered Federated Learning. CoRR Dun Zeng, Xiangjing Hu, Shiyu Liu, Yue Yu, Qifan Wang, Zenglin Xu
2023	J	`jnl`	VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. CoRR Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang
2022	J	`jnl`	AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani
2022	J	`jnl`	Age Prediction by DNA Methylation in Neural Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Lechuan Li, Chonghao Zhang, Shiyu Liu, Hannah Guan, Yu Zhang
2022	J	`jnl`	Aggregating Gradients in Encoded Domain for Federated Learning. CoRR Dun Zeng, Shiyu Liu, Zenglin Xu
2022	J	`jnl`	Improving Mutual Information based Feature Selection by Boosting Unique Relevance. CoRR Shiyu Liu, Mehul Motani
2022	B	`conf`	Mix-up Consistent Cross Representations for Data-Efficient Reinforcement Learning. IJCNN Shiyu Liu, Guitao Cao, Yong Liu, Yan Li, Chunwei Wu, Xidong Xi
2022	J	`jnl`	Non-Destructive Testing of Carbon Fibre Reinforced Plastics (CFRP) Using a Dual Transmitter-Receiver Differential Eddy Current Test Probe. Sensors Ronghua Zhang, Junyu Wang, Shiyu Liu, Ming Ma, Hongying Fang, Junhua Cheng, Danqi Zhang
2022	J	`jnl`	Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
2022	J	`jnl`	Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR Shiyu Liu, Rohan Ghosh, Mehul Motani
2021	—	`conf`	(Semi) automatic Assertion Generation from Controlled Chinese Natural Language: A Practice in Aerospace Industry. QRS Companion Shiyu Liu, Dongfang Li, Yasha Chen, Guang Yang
2021	J	`jnl`	An Ultra-Low-Power Image Signal Processor for Hierarchical Image Recognition With Deep Neural Networks. IEEE J. Solid State Circuits Hyochan An, Sam Schiferl, Siddharth Venkatesan, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Luyao Gong, Hengfei Zhong, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim, Dennis Sylvester
2021	—	`conf`	Application Research of Formal Verification in Aerospace FPGA. QRS Companion Shiyu Liu, Dongfang Li, Wei Shen, Zhihao Wang, Guang Yang, Xiaojing Song
2021	Misc	`conf`	Breaking the Transience-Equilibrium Nexus: A New Approach to Datacenter Packet Transport. NSDI Shiyu Liu, Ahmad Ghalayini, Mohammad Alizadeh, Balaji Prabhakar, Mendel Rosenblum, Anirudh Sivaraman
2021	J	`jnl`	Built-in Depth-Semantic Coupled Encoding for Scene Parsing, Vehicle Detection, and Road Segmentation. IEEE Trans. Intell. Transp. Syst. Shiyu Liu, Haofeng Zhang, Ling Shao, Jingyu Yang
2021	A*	`conf`	ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. NeurIPS Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu
2021	J	`jnl`	ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. CoRR Qingzhong Ai, Lirong He, Liangjian Wen, Shiyu Liu, Zenglin Xu
2021	A	`conf`	Decentralized Control and Teleoperation of a Multi-UAV Parallel Robot Based on Intrinsic Measurements. IROS Shiyu Liu, Julian Erskine, Abdelhamid Chriette, Isabelle Fantoni
2021	A*	`conf`	Deep Learning in Latent Space for Video Prediction and Compression. CVPR Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim
2021	J	`jnl`	External Incentive Mechanism Research on Knowledge Cooperation-Sharing in the Chinese Creative Industry Cluster. Comput. Syst. Sci. Eng. Changchun Gao, Shiyu Liu, Chenhui Yu, Peng Guo
2021	J	`jnl`	Kernel Selection for Stein Variational Gradient Descent. CoRR Qingzhong Ai, Shiyu Liu, Zenglin Xu
2021	—	`conf`	Model Checking for an HDLC IP Core Transparency Error in an Aerospace Industrial Context. CSSE Shiyu Liu, Dongfang Li, Jixing Xue, Guang Yang, Wei Shen, Zhihao Wang
2021	—	`conf`	Quantitative Structure-Activity Relationship Modeling of Estrogen Receptor Alpha Bioactivity based on Multiple Algorithms. ACAI Kangli Chang, Shiyu Liu, Hao Yan, Fuchuan Li, Dongfang Li
2021	J	`jnl`	Reducing Inter-Site Variability for Fluctuation Amplitude Metrics in Multisite Resting State BOLD-fMRI Data. Neuroinformatics Xinbo Wang, Qing Wang, Peiwen Zhang, Shufang Qian, Shiyu Liu, Dong-Qiang Liu
2021	J	`jnl`	S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks. CoRR Shiyu Liu, Chong Min John Tan, Mehul Motani
2021	J	`jnl`	Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks. CoRR Shiyu Liu, Mehul Motani
2020	—	`conf`	A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge. VLSI Circuits Hyochan An, Siddharth Venkatesan, Sam Schiferl, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Hengfei Zhong, Luyao Gong, David T. Blaauw, Ronald G. Dreslinski, Dennis Sylvester, Hun-Seok Kim
2020	—	`conf`	Computational Intelligence in Science Education. ICFET Shiyu Liu, Yangchunxiao Wang, Yonghe Zheng
2020	—	`conf`	Deep Learning Based Channel Estimation for Intelligent Reflecting Surface Aided MISO-OFDM Systems. VTC Fall Shiyu Liu, Ming Lei, Min-Jian Zhao
2020	B	`conf`	Exploring Unique Relevance for Mutual Information based Feature Selection. ISIT Shiyu Liu, Mehul Motani
2020	J	`jnl`	Intelligent Machine Tool Based on Edge-Cloud Collaboration. IEEE Access Ping Lou, Shiyu Liu, Jianmin Hu, Ruiya Li, Zheng Xiao, Junwei Yan
2020	J	`jnl`	Traffic Accident Prediction Based on Multivariable Grey Model. Inf. Wei Li, Xujian Zhao, Shiyu Liu
2019	J	`jnl`	A Flexible Temperature Sensor Array with Polyaniline/Graphene-Polyvinyl Butyral Thin Film. Sensors Jin Pan, Shiyu Liu, Hongzhou Zhang, Jiangang Lu
2019	—	`conf`	Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling. CinC Shiyu Liu, Ming Lun Ong, Kar Kin Mun, Jia Yao, Mehul Motani
2019	—	`conf`	Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks. BIBM Shiyu Liu, Jia Yao, Mehul Motani
2019	—	`conf`	Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis. CinC Jia Yao, Ming Lun Ong, Kar Kin Mun, Shiyu Liu, Mehul Motani
2019	J	`jnl`	Long-range Prediction of Vital Signs Using Generative Boosting via LSTM Networks. CoRR Shiyu Liu, Mehul Motani
2019	Misc	`conf`	SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks. NSDI Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat
2018	J	`jnl`	An improved genetic approach for composing optimal collaborative learning groups. Knowl. Based Syst. Yaqian Zheng, Chunrong Li, Shiyu Liu, Weigang Lu
2018	C	`conf`	Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network. IPCCC Quanquan Chu, Shiyu Liu, Xiaofeng Gao, Fan Wu, Guihai Chen, Qianni Deng
2018	J	`jnl`	Complex Modeling of the Effects of Blasting on the Stability of Surrounding Rocks and Embankment in Water-Conveyance Tunnels. Complex. Xian-qi Zhou, Jin Yu, Jin-bi Ye, Shiyu Liu, Ren-guo Liao, Xiu-wen Li
2018	Misc	`conf`	Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization. NSDI Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat
2018	J	`jnl`	Feature Selection Based on Unique Relevant Information for Health Data. CoRR Shiyu Liu, Mehul Motani
2018	—	`conf`	ParallelNet: A Depth-Guided Parallel Convolutional Network for Scene Segmentation. PRICAI (1) Shiyu Liu, Haofeng Zhang
2018	—	`conf`	SURI: Feature Selection Based on Unique Relevant Information for Health Data. BIBM Shiyu Liu, Jia Yao, Chongyu Zhou, Mehul Motani
2018	—	`conf`	The Influence of Media News Frame on Consumer's Brand Attitudes in the Context of Product-harm Crisis. WHICEB Silan Li, Shiyu Liu, Mengzhi Xian
2017	—	`conf`	Analysis and reduction of SRAM PUF Bit Error Rate. VLSI-DAT Hirofumi Shinohara, Baikun Zheng, Yanhao Piao, Bo Liu, Shiyu Liu
2017	J	`jnl`	Concentrated high intensity electric field (CHIEF) system for non-thermal pasteurization of liquid foods: Modeling and simulation of fluid mechanics, electric analysis, and heat transfer. Comput. Chem. Eng. Peng Peng, Hao Song, Tingting Zhang, Min Addy, Yaning Zhang, Yanling Cheng, Raymond Hatzenbeller, Xindi Zhu, Shiyu Liu, Yuhuan Liu, Xiangzhong Huang, Xiangyang Lin, Paul Chen, Roger Ruan
2017	—	`conf`	Self-programming networks: Architecture and algorithms. Allerton Yilong Geng, Shiyu Liu, Feiran Wang, Zi Yin, Balaji Prabhakar, Mendel Rosenblum
2016	—	`conf`	Extracting dielectric spectroscopic properties from microwave-induced thermoacoustic signals. EMBC Shiyu Liu, Hao Nan, Nemat Dolatsha, Amin Arbabian
2016	—	`conf`	Learning to Argue: The Role of Peer Assessment. ICLS Shiyu Liu
2016	—	`conf`	Toward an Integrated Framework of Scientific Reasoning. ICLS Shiyu Liu
2015	J	`jnl`	Virtual Experiments or Worked Examples? How to Learn the Control of Variable Strategy. Technol. Knowl. Learn. Shiyu Liu
2013	J	`jnl`	Analytical Analysis and Field Test Investigation of Consolidation for CCSG Pile Composite Foundation in Soft Clay. J. Appl. Math. Jin Yu, Yanyan Cai, Zhibo Qi, Yunfei Guan, Shiyu Liu, Bingxiong Tu
2013	—	`conf`	Supporting Self-regulated Learning with Moodle Forums. CSCL (2) Shiyu Liu
2012	—	`conf`	Improving Students' Scientific Reasoning Skills via Virtual Experiments and Worked Examples. ICLS Shiyu Liu, Keisha Varma
2012	—	`conf`	Wirelength driven I/O buffer placement for flip-chip with timing-constrained. APCCAS Nan Liu, Shiyu Liu, Takeshi Yoshimura