Yi Gu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 100

Top Venues

CoRR

IEEE Access

Wirel. Commun. Mob. Comput.

ACSSC

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Yi Gu, Yizhang Jiang, Tingting Wang, Pengjiang Qian, Xiaoqing Gu
EEG-Based Driver Mental Fatigue Recognition in COVID-19 Scenario Using a Semi-Supervised Multi-View Embedding Learning Model. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Masachika Masuda, Mazen Soufi, Yoshito Otake, Keisuke Uemura, Sotaro Kono, Kazuma Takashima, Hidetoshi Hamada, Yi Gu, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs. CoRR (2024)
Yueqin Yin, Zhendong Wang, Yi Gu, Hai Huang, Weizhu Chen, Mingyuan Zhou
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts. CoRR (2024)
Chao Chen, Kai Liu, Ze Chen, Yi Gu, Yue Wu, Mingyuan Tao, Zhihang Fu, Jieping Ye
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection. CoRR (2024)
Junyu Diao, Renzhi Tang, Yi Gu, Sen Tian, Zhihao Jiang
Cognitive-Digital-Twin-Based Driving Assistance. IEEE Robotics Autom. Lett. 8 (8) (2023)
Yi Gu, Chao Wang, Jie Li
Incremental Image De-raining via Associative Memory. AAAI (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume. CoRR (2023)
Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu
Reasoning with Language Model is Planning with World Model. CoRR (2023)
Yubao Zhang, Xin Chen, Yi Gu, Zhicheng Li, Wu Kai
Deep Reinforcement Learning-Based Battery Conditioning Hierarchical V2G Coordination for Multi-Stakeholder Benefits. CoRR (2023)
Yuming Huang, Yi Gu, Chengzhong Xu, Hui Kong
Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map. CoRR (2023)
Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu
Reasoning with Language Model is Planning with World Model. EMNLP (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. Medical Image Anal. 90 (2023)
Chao Han, Yi Gu, Guohua Wu, Xinwei Wang
Simulated Annealing-Based Heuristic for Multiple Agile Satellites Scheduling Under Cloud Coverage Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. MICCAI (7) (2023)
Yao Zou, Qianggang Wang, Yi Gu, Qinqin Xia, Yuan Chi, Yiming Chang
Reinforcement Learning Based Short Time Scale Operation of Wind-Solar-Thermal Coupling Generation System Considering Nonconvex Ramping Constraint. IECON (2023)
Yi Gu, Chao Han, Yuhan Chen, Shenggang Liu, Xinwei Wang
Large Region Targets Observation Scheduling by Multiple Satellites Using Resampling Particle Swarm Optimization. IEEE Trans. Aerosp. Electron. Syst. 59 (2) (2023)
Jiannan Xiang, Tianhua Tao, Yi Gu, Tianmin Shu, Zirui Wang, Zichao Yang, Zhiting Hu
Language Models Meet World Models: Embodied Experiences Enhance Language Models. NeurIPS (2023)
Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. ACL (Findings) (2023)
Heng Xu, Jun Wang, Hang Xu, Yi Gu, Hao Zhu, Qing-Qing Sun, David Wei Zhang
Impact Study of Layout-Dependent Effects Toward FinFET Combinational Standard Cell Optimization. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. CoRR (2023)
Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen, Xuguang Ren, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Tim Baldwin, Eric P. Xing
LLM360: Towards Fully Transparent Open-Source LLMs. CoRR (2023)
Nan Jiang, Yi Gu, Yexiang Xue
Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma. AAAI (2023)
Jiachen Cai, Jun Li, Yi Gu, Yan Qi, Lin Gao, Peng Chang, Haibin Liu, Huanhuan Luo, Yiming Chang
Autonomous Decision Control of Start-Stop Timing for Coal Mills. DTPI (2023)
Jiannan Xiang, Tianhua Tao, Yi Gu, Tianmin Shu, Zirui Wang, Zichao Yang, Zhiting Hu
Language Models Meet World Models: Embodied Experiences Enhance Language Models. CoRR (2023)
Wenwen Tong, Chonghao Sima, Tai Wang, Silei Wu, Hanming Deng, Li Chen, Yi Gu, Lewei Lu, Ping Luo, Dahua Lin, Hongyang Li
Scene as Occupancy. CoRR (2023)
Wenwen Tong, Chonghao Sima, Tai Wang, Li Chen, Silei Wu, Hanming Deng, Yi Gu, Lewei Lu, Ping Luo, Dahua Lin, Hongyang Li
Scene as Occupancy. ICCV (2023)
Yi Gu, Kaijian Xia, Khin Wee Lai, Yizhang Jiang, Pengjiang Qian, Xiaoqing Gu
Transferable Takagi-Sugeno-Kang Fuzzy Classifier With Multi-Views for EEG-Based Driving Fatigue Recognition in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Xuqing Wang, Yanan Su, Ruoyu Liu, Qianhui Qu, Hao Liu, Yi Gu
Medical Image Registration Method Based on Simulated CT. ICIC (3) (2022)
Chao Wang, Yi Gu, Jie Li, Xinlei He, Zirui Zhang, Yuting Gao, Chentao Wu
Iterative Learning for Distorted Image Restoration. ICASSP (2022)
Long Cheng, Yi Gu
An Image Compression Method Based on Compressive Sensing and Convolution Neural Network for Massive Imaging Flow Cytometry Data. ICIC (3) (2022)
Nan Jiang, Yi Gu, Yexiang Xue
Learning Combinatorial Structures via Markov Random Fields with Sampling through Lovász Local Lemma. CoRR (2022)
Yi Gu, Chao Han, Yuhan Chen, Shenggang Liu, Xinwei Wang
Large region targets observation scheduling by multiple satellites using resampling particle swarm optimization. CoRR (2022)
Yi Gu, Shunyu Yao, Chuang Gan, Joshua B. Tenenbaum, Mo Yu
Revisiting the Roles of "Text" in Text Games. CoRR (2022)
Mo Yu, Xiaoxiao Guo, Yufei Feng, Yi Gu, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions. CoRR (2022)
Yi Gu, Shunyu Yao, Chuang Gan, Josh Tenenbaum, Mo Yu
Revisiting the Roles of "Text" in Text Games. EMNLP (Findings) (2022)
Zihao Li, Zanzhou Bai, Yifu Chen, Xiwen Zhang, Yi Gu, Yu Qiao
Robust Bounding Box Refinement for Accurate Road Surface Defect Detection. DSIT (2022)
Yi Gu, Yuming Huang, Chengzhong Xu, Hui Kong
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation. CoRR (2022)
Cheng Jin, Xuandong Chen, Yi Gu, Qun Li
FedDyn: A dynamic and efficient federated distillation approach on Recommender System. ICPADS (2022)
Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning. CoRR (2022)
Yi Gu, Chao Han, Yuhan Chen, Wei W. Xing
Mission Replanning for Multiple Agile Earth Observation Satellites Based on Cloud Coverage Forecasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh H. McDermott, Antonio Torralba
Finding Fallen Objects Via Asynchronous Audio-Visual Integration. CoRR (2022)
Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh H. McDermott, Antonio Torralba
Finding Fallen Objects Via Asynchronous Audio-Visual Integration. CVPR (2022)
Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning. MICCAI (6) (2022)
Yi Gu, Hongzhi Cheng, Kafeng Wang, Dejing Dou, Chengzhong Xu, Hui Kong
Learning Moving-Object Tracking with FMCW LiDAR. IROS (2022)
Hao Li, Yi Gu, Dawei Xiang, Pinjia Zhang, PengPeng Yue, Yong Cui
Online Condition Monitoring of Line-End Coil Insulation for Inverter-Fed Machine by Switching Oscillation Mode Decomposition. IEEE Trans. Ind. Electron. 69 (11) (2022)
Yi Gu, Hongzhi Cheng, Kafeng Wang, Dejing Dou, Chengzhong Xu, Hui Kong
Learning Moving-Object Tracking with FMCW LiDAR. CoRR (2022)
Qiang Lu, Huaiguang Jiang, Sisi Chen, Yi Gu, Tianlu Gao, Jun Zhang
Applications of Digital Twin System in a Smart City System with Multi-Energy. DTPI (2021)
Huda Alrammah, Yi Gu
Workflow Scheduling in Clouds using Pareto Dominance for Makespan, Cost and Energy. ICC (2021)
Yi Gu, Kang Li
Entropy-Based Multiview Data Clustering Analysis in the Era of Industry 4.0. Wirel. Commun. Mob. Comput. 2021 (2021)
Yudai Takahashi, Yi Gu, Takaaki Nakada, Ryuzo Abe, Toshiya Nakaguchi
Estimation of Respiratory Rate from Thermography Using Respiratory Likelihood Index. Sensors 21 (13) (2021)
Yi Gu, Jiawei Cao, Xin Song, Jian Yao
A Denoising Autoencoder-Based Bearing Fault Diagnosis System for Time-Domain Vibration Signals. Wirel. Commun. Mob. Comput. 2021 (2021)
Xinwei Wang, Yi Gu, Guohua Wu, John R. Woodward
Robust scheduling for multiple agile Earth observation satellites under cloud coverage uncertainty. Comput. Ind. Eng. 156 (2021)
Jingwei Liu, Yi Gu, Shumin Han, Zhibin Zhang, Jiafeng Guo, Xueqi Cheng
Att-FPA: Boosting Feature Perceive for Object Detection. IEEE Access 9 (2021)
Yi Gu, Bo Li
An Autocontouring Method for the Kidneys Using an Adaptive Weighted Multikernel Support Vector Machines. Sci. Program. 2021 (2021)
Yuelei Xie, Ping Jiang, Yi Gu, Xiao Xiao
Dual-Source Detection and Identification System Based on UAV Radio Frequency Signal. IEEE Trans. Instrum. Meas. 70 (2021)
Xiaochuan Wang, Aiguo Chen, Liang Zhang, Yi Gu, Mang Xu, Haoyuan Yan
Distilling the Knowledge of Multiscale Densely Connected Deep Networks in Mechanical Intelligent Diagnosis. Wirel. Commun. Mob. Comput. 2021 (2021)
Jingwei Liu, Yi Gu, Shumin Han, Zhibin Zhang, Jiafeng Guo, Xueqi Cheng
Feature Rescaling and Fusion for Tiny Object Detection. IEEE Access 9 (2021)
Yi Gu, Qiankun Zheng
A Transfer Deep Generative Adversarial Network Model to Synthetic Brain CT Generation from MR Images. Wirel. Commun. Mob. Comput. 2021 (2021)
Yi Gu, Yuting Gao, Jie Li, Chentao Wu, Weijia Jia
Generative and Discriminative Learning for Distorted Image Restoration. CoRR (2020)
Huaiguang Jiang, Yi Gu, Yu Xie, Rui Yang, Yingchen Zhang
Solar Irradiance Capturing in Cloudy Sky Days-A Convolutional Neural Network Based Image Regression Approach. IEEE Access 8 (2020)
Zichao Wang, Yi Gu, Andrew S. Lan, Richard G. Baraniuk
VarFA: A Variational Factor Analysis Framework For Efficient Bayesian Learning Analytics. EDM (2020)
Yi Gu, Yuting Gao, Ruoxin Chen, Feiyang Cai, Jie Li, Chentao Wu
Association: Remind Your GAN not to Forget. CoRR (2020)
Junliang Liu, Yining Xu, Zheng Wang, Yongfu Li, Yi Gu, Zhaojun Liu, Xian Zhao
Reducing Afterpulsing in InGaAs(P) Single-Photon Detectors with Hybrid Quenching. Sensors 20 (16) (2020)
Jack Zichao Wang, Yi Gu, Andrew S. Lan, Richard G. Baraniuk
VarFA: A Variational Factor Analysis Framework For Efficient Bayesian Learning Analytics. CoRR (2020)
Cheng Fei, Yanyang Ma, Shan Jiang, Junliang Liu, Baoqing Sun, Yongfu Li, Yi Gu, Xian Zhao, Jiaxiong Fang
Real-Time Dynamic 3D Shape Reconstruction with SWIR InGaAs Camera. Sensors 20 (2) (2020)
Chao Han, Yi Gu, Guohua Wu, Xinwei Wang
Simulated annealing based heuristic for multiple agile satellites scheduling under cloud coverage uncertainty. CoRR (2020)
Yi Gu, Jie Li, Chentao Wu, Weijia Jia, Jianping Chen
Small Object Detection by Generative and Discriminative Learning. ICPR (2020)
Duo Liu, Xingni Li, Po-Chun Huang, Yi Gu, Yingjian Ling, Kan Zhong, Renping Liu, Xianzhang Chen, Liang Liang
Downsizing Without Downgrading: Approximated Dynamic Time Warping on Nonvolatile Memories. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (1) (2020)
Yi Gu, Chandu Budati
Energy-aware workflow scheduling and optimization in clouds using bat algorithm. Future Gener. Comput. Syst. 113 (2020)
Huda Alrammah, Yi Gu, Zhifeng Liu
Tri-Objective Workflow Scheduling and Optimization in Heterogeneous Cloud Environments. IPDPS Workshops (2020)
Xinwei Wang, Chao Han, Rui Zhang, Yi Gu
Scheduling Multiple Agile Earth Observation Satellites for Oversubscribed Targets Using Complex Networks Theory. IEEE Access 7 (2019)
Yi Gu, Huaiguang Jiang, Jun Jason Zhang, Yingchen Zhang, Hongyu Wu, Eduard Muljadi
Multi-Timescale Three-Phase Unbalanced Distribution System Operation With Variable Renewable Generations. IEEE Trans. Smart Grid 10 (4) (2019)
Guangming Zhang, Min Pu, Yi Gu, Xiaobo Zhou
Predicting Aortic Regurgitation After Transcatheter Aortic Valve Replacement by Finite Element Method. IEEE Access 7 (2019)
Yi Gu, Mingfeng Xu, Zhendong Mao, Yuan Ai, Shuqing Bu
Performance Analysis of Outage and Average Sum Rate of Sparse Code Division Multiple Access in Fog Radio Access Networks. ICCC Workshops (2018)
Yi Gu, Shengqiang Li
Cryptanalysis and Improvement of a Biometrics-based Multi-server Authentication Protocol. ICNC (2018)
Yi Gu
Renewable Energy Integration in Distribution System - Synchrophasor Sensor based Big Data Analysis, Visualization, and System Operation. CoRR (2018)
Yu Qiao, Yi Gu, Jun Wu, Lei Zhang, Chongjun Wang
A Truthful Profit-Oriented Mechanism for Mobile Crowdsensing. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Huda Alrammah, Yi Gu, Chase Q. Wu, Shiguang Ju
Scheduling for Energy Efficiency and Throughput Maximization in a Faulty Cloud Environment. ICPADS (2017)
Yi Gu, Huaiguang Jiang, Jun Jason Zhang, Yingchen Zhang, Eduard Muljadi, Francisco J. Solis
Chance-constrained day-ahead hourly scheduling in distribution system operation. ACSSC (2017)
Xiao Yu, Ziyi Ma, Chuanxiang Ma, Yi Gu, Ruiqi Liu, Yan Zhang
FSCR: A Feature Selection Method for Software Defect Prediction. SEKE (2017)
Yi Gu, Huaiguang Jiang, Jun Jason Zhang, Yingchen Zhang, Eduard Muljadi, Francisco J. Solis
Load forecasting based distribution system network reconfiguration - A distributed data-driven approach. ACSSC (2017)
Yi Gu, Chaoli Wang, Jun Ma, Robert J. Nemiroff, David L. Kao, Denis Parra
Visualization and recommendation of large image collections toward effective sensemaking. Inf. Vis. 16 (1) (2017)
Yi Gu, Chaoli Wang, Robert Bixler, Sidney K. D'Mello
ETGraph: A graph-based approach for visual analytics of eye-tracking data. Comput. Graph. 62 (2017)
Yanyan Geng, Guohui Zhang, Weizhi Li, Yi Gu, Ru-Ze Liang, Gaoyuan Liang, Jingbin Wang, Yanbin Wu, Nitin Patil, Jingyan Wang
A Novel Image Tag Completion Method Based on Convolutional Neural Transformation. ICANN (2) (2017)
Yi Gu, Huaiguang Jiang, Jun Jason Zhang, Yingchen Zhang, Eduard Muljadi, Francisco J. Solis
Load Forecasting Based Distribution System Network Reconfiguration-A Distributed Data-Driven Approach. CoRR (2017)
Yi Gu, Huaiguang Jiang, Jun Jason Zhang, Yingchen Zhang, Eduard Muljadi, Francisco J. Solis
Chance-Constrained Day-Ahead Hourly Scheduling in Distribution System Operation. CoRR (2017)
Xingni Li, Yi Gu, Po-Chun Huang, Duo Liu, Liang Liang
Downsampling of time-series data for approximated dynamic time warping on nonvolatile memories. NVMSA (2017)
Yi Gu, Chaoli Wang, Tom Peterka, Robert L. Jacob, Seung Hyun Kim
Mining Graphs for Understanding Time-Varying Volumetric Data. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Noah J. Apthorpe, Alexander J. Riordan, Rob E. Aguilar, Jan Homann, Yi Gu, David W. Tank, H. Sebastian Seung
Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks. NIPS (2016)
Ru-Ze Liang, Lihui Shi, Haoxiang Wang, Jiandong Meng, Jim Jing-Yan Wang, Qingquan Sun, Yi Gu
Optimizing top precision performance measure of content-based image retrieval by learning similarity function. ICPR (2016)
Yi Gu, Yee-Hong Yang
Physics based boiling bubble simulation. SIGGRAPH Asia Technical Briefs (2016)
Noah J. Apthorpe, Alexander J. Riordan, Rob E. Aguilar, Jan Homann, Yi Gu, David W. Tank, H. Sebastian Seung
Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks. CoRR (2016)
Yi Gu, Chase Qishi Wu
Performance Analysis and Optimization of Distributed Workflows in Heterogeneous Network Environments. IEEE Trans. Computers 65 (4) (2016)
Jingbin Wang, Lihui Shi, Haoxiang Wang, Jiandong Meng, Jim Jing-Yan Wang, Qingquan Sun, Yi Gu
Optimizing top precision performance measure of content-based image retrieval by learning similarity function. CoRR (2016)
Chaoli Wang, John P. Reese, Huan Zhang, Jun Tao, Yi Gu, Jun Ma, Robert J. Nemiroff
Similarity-based visualization of large image collections. Inf. Vis. 14 (3) (2015)
Daqing Yun, Chase Qishi Wu, Yi Gu
An integrated approach to workflow mapping and task scheduling for delay minimization in distributed environments. J. Parallel Distributed Comput. 84 (2015)
Yi Gu, Chaoli Wang, Jun Ma, Robert J. Nemiroff, David L. Kao
iGraph: a graph-based technique for visual analytics of image and text collections. Visualization and Data Analysis (2015)
Quan Sun, Min Qi, Yi Gu, Liang Tang, Donghai Qiao
A 10-bit DAC with 2.9 μν low frequency noise for high performance MEMS capacitive accelerometer application. ASICON (2015)
Fulin He, Yi Gu, Jun Hao, Jun Jason Zhang, Jiaolong Wei, Yingchen Zhang
Joint real-time energy and demand-response management using a hybrid coalitional-noncooperative game. ACSSC (2015)
Zhe Chen, Yi Gu, Zhiqiu Huang, Jun Zheng, Chang Liu, Ziyi Liu
Model checking aircraft controller software: a case study. Softw. Pract. Exp. 45 (7) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yi Gu